2025 Conference
| A COMPARISON OF MACHINE LEARNING, DEEP LEARNING, AND TRANSFORMER APPROACHES FOR AMAZON PRODUCT REVIEWS SENTIMENT ANALYSIS | ANGELINA PRIMA KURNIATI | INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGY | |
| PROCESS MINING TO IMPROVE CLINICAL PATHWAYS IN BREAST CANCER TREATMENT USING THE INDONESIA HEALTH INSURANCE DATASET | ADIWIJAYA | INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGY BANDUNG | |
| SENTIMENT ANALYSIS OF BEAUTY PRODUCT REVIEWS USING THE INDOBERT METHOD AND NAIVE BAYES CLASSIFICATION | MAHENDRA DWIFEBRI PURBOLAKSONO BUNYAMIN | INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGY (ICOICT) | |
| IMPLEMENTATION OF KOMODO MLIPIR ALGORITHM IN ENCODER-DECODER OPTIMIZATION OF IMFF-NET ARCHITECTURE FOR RETINAL VESSEL SEGMENTATION | ISMAN KURNIAWAN | INTERNATIONAL CONFERENCE ADVANCEMENT IN DATA SCIENCE, E-LEARNING AND INFORMATION SYSTEMS (ICADEIS) | |
| RAHBA-NET: IMPLEMENTATION OF RANDAUGMENT AND HYBRID BAT ALGORITHM TO OPTIMIZE CONVOLUTIONAL NEURAL NETWORK PERFORMANCE IN CLASSIFYING COFFEE PLANT DISEASES | ISMAN KURNIAWAN | INTERNATIONAL CONFERENCE ADVANCEMENT IN DATA SCIENCE, E-LEARNING AND INFORMATION SYSTEMS (ICADEIS) | |
| CLASSIFICATION OF HADITH AUTHENTICITY BASED ON SANAD USING BERT | MOCH. ARIF BIJAKSANA | INTERNATIONAL CONFERENCE ADVANCEMENT IN DATA SCIENCE, E-LEARNING AND INFORMATION SYSTEMS (ICADEIS) | |
| DRIVERS AND PASSENGERS SEATBELT DETECTION FOR CORNER-TOP CCTV USING YOLOV8 | EMA RACHMAWATI EDWARD FERDIAN | INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGY (ICOICT) | |
| HOTSPOT SEGMENTATION IN WHOLE-BODY BONE SCANS FOR CANCER METASTASIS DETECTION USING U-NET++ | EMA RACHMAWATI PRASTI EKO YUNANTO | INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGY (ICOICT) | |
| CARBON STOCK ESTIMATION WITH VGG-16 AND OPTUNA ARCHITECTURE USING DRONE IMAGERY IN INDONESIA | GAMMA KOSALA ERWIN BUDI SETIAWAN | INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGY (ICOICT) | |
| CARBON STOCK ESTIMATION IN GREEN AREAS USING TRANSFER LEARNING MODEL WITH DRONE AND GEE IMAGERY | GAMMA KOSALA ERWIN BUDI SETIAWAN | INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGY (ICOICT) | |
| STUNTING CLASSIFICATION AMONG TODDLERS USING DECISION TREE C4.5 IN BERASTAGI CITY | PUTU HARRY GUNAWAN | INTERNATIONAL CONFERENCE ADVANCEMENT IN DATA SCIENCE, E-LEARNING AND INFORMATION SYSTEMS (ICADEIS) | |
| A SENTIMENT-AUGMENTED MACHINE LEARNING APPROACH TO FORECASTING IHSG PRICES USING XGBOOST | PUTU HARRY GUNAWAN | Narita Aqurini (Universit´e de Poitiers Intervenant Finance) | INTERNATIONAL CONFERENCE ADVANCEMENT IN DATA SCIENCE, E-LEARNING AND INFORMATION SYSTEMS (ICADEIS) |
| THE EFFECT OF NEWS SENTIMENT ON JAKARTA COMPOSITE INDEX PREDICTION USING SUPPORT VECTOR REGRESSION METHOD | PUTU HARRY GUNAWAN | Narita Aquarini (Universite de Poitiers Intervenant Finance) | INTERNATIONAL CONFERENCE ADVANCEMENT IN DATA SCIENCE, E-LEARNING AND INFORMATION SYSTEMS (ICADEIS) |
| IMPROVING CYBERBULLYING DETECTION WITH GRAPH NEURAL NETWORK APPROACHES | FITRIYANI | INTERNATIONAL CONFERENCE ADVANCEMENT IN DATA SCIENCE, E-LEARNING AND INFORMATION SYSTEMS (ICADEIS) | |
| IMPLEMENTATION OF ENSEMBLE LEARNING METHODS IN AUTOENCODER ARCHITECTURE FOR ANOMALY DETECTION IN NATURAL GAS PIPELINE OPERATIONAL DATA | ADITYA FIRMAN IHSAN WIDI ASTUTI | INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ITS APPLICATIONS (ICODSA) | |
| ANOMALY DETECTION ON GAS PIPELINE OPERATIONAL DATA USING CLASSIC SEASONAL DECOMPOSITION AND LEVEL SHIFT ANOMALY DETECTION ARCHITECTURE | ADITYA FIRMAN IHSAN WIDI ASTUTI | INTERNATIONAL CONFERENCE ADVANCEMENT IN DATA SCIENCE, E-LEARNING AND INFORMATION SYSTEMS (ICADEIS) | |
| CLASSIFICATION OF EYE DISEASES USING CNN ON FUNDUS IMAGES | FEBRYANTI STHEVANIE TJOKORDA AGUNG BUDI WIRAYUDA | INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ITS APPLICATIONS (ICODSA) | |
| CLASSIFICATION OF INDONESIAN SIGN LANGUAGE (BISINDO) ON VIDEO USING YOLO | FEBRYANTI STHEVANIE TJOKORDA AGUNG BUDI WIRAYUDA | INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGY (ICOICT) | |
| ATTENTION-ENHANCED DEEP RESIDUAL NETWORKS FOR CAVENDISH BANANA RIPENESS CLASSIFICATION | FEBRYANTI STHEVANIE KURNIAWAN NUR RAMADHANI | INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ITS APPLICATIONS (ICODSA) | |
| PREDICTING TOXICITY OF IONIC LIQUIDS TOWARD ACETYLCHOLINESTERASE ENZYMES BY USING FIREFLY ALGORITHM-SUPPORT VECTOR MACHINE | ISMAN KURNIAWAN | INTERNATIONAL CONFERENCE ADVANCEMENT IN DATA SCIENCE, E-LEARNING AND INFORMATION SYSTEMS (ICADEIS) | |
| REAL-TIME DETECTION OF STUDENT DROWSINESS IN ONLINE LEARNING ENVIRONMENTS USING YOLO11 | MAHMUD DWI SULISTIYO FEBRYANTI STHEVANIE | INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ITS APPLICATIONS (ICODSA) | |
| SEMANTIC SEGMENTATION OF HEPATIC STEATOSIS IN A HISTOPATHOLOGICAL IMAGE USING U-NET-BASED ARCHITECTURE | MAHMUD DWI SULISTIYO TJOKORDA AGUNG BUDI WIRAYUDA | INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ITS APPLICATIONS (ICODSA) | |
| IMPLEMENTATION OF CAMEL ALGORITHM-SUPPORT VECTOR MACHINE IN PREDICTING ANGIOTENSIN CONVERTING ENZYME (ACE) INHIBITOR AS ANTIHYPERTENSIVE AGENT | ISMAN KURNIAWAN | INTERNATIONAL CONFERENCE ADVANCEMENT IN DATA SCIENCE, E-LEARNING AND INFORMATION SYSTEMS (ICADEIS) | |
| PREDICTION OF ANGIOTENSIN-CONVERTING-ENZYME (ACE) INHIBITORS AS ANTIHYPERTENSIVE AGENTS USING ARTIFICIAL NEURAL NETWORK OPTIMIZED BY ARTIFICIAL BEE COLONY | ISMAN KURNIAWAN | INTERNATIONAL CONFERENCE ON COMPUTER SCIENCES, ENGINEERING, & TECHNOLOGY INNOVATION (ICOCSETI) | |
| PREDICTING SIDE EFFECT BY USING ARTIFICIAL NEURAL NETWORK TUNED BY CAMEL ALGORITHM: CASE STUDY REPRODUCTIVE SYSTEM AND BREAST DISORDERS | ISMAN KURNIAWAN | INTERNATIONAL CONFERENCE ON COMPUTER SCIENCES, ENGINEERING, & TECHNOLOGY INNOVATION (ICOCSETI) | |
| SIDE EFFECT PREDICTION BY USING BEES ALGORITHM-SUPPORT VECTOR MACHINE: CASE STUDY REPRODUCTIVE SYSTEM AND BREAST DISORDERS | ISMAN KURNIAWAN | INTERNATIONAL CONFERENCE ON COMPUTER SCIENCES, ENGINEERING, & TECHNOLOGY INNOVATION (ICOCSETI) | |
| PREDICTIVE MODELING OF TOXICITY OF IONIC LIQUIDS TOWARD ACETYLCHOLINESTERASE ENZYMES BY USING ARTIFICIAL NEURAL NETWORK OPTIMIZED BY GREY WOLF OPTIMIZATION | ISMAN KURNIAWAN | INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ITS APPLICATIONS (ICODSA) | |
| IMPLEMENTATION OF LSTM TUNED BY CAMEL ALGORITHM FOR PREDICTING TOXICITY OF IONIC LIQUIDS TOWARD ACETYLCHOLINESTERASE ENZYMES | ISMAN KURNIAWAN | INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ITS APPLICATIONS (ICODSA) | |
| IMPLEMENTATION OF LSTM OPTIMIZED BY SIMULATED ANNEALING FOR TOXICITY PREDICTION: CASE STUDY AR-LBD TOXICITY | ISMAN KURNIAWAN | INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ITS APPLICATIONS (ICODSA) | |
| IMPLEMENTATION OF ARTIFICIAL BEE COLONY-ENSEMBLE IN PREDICTING SIDE EFFECTS: CASE STUDY REPRODUCTIVE SYSTEM AND BREAST DISORDERS | ISMAN KURNIAWAN | INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGY (ICOICT) | |
| PREDICTIVE MODELLING OF CLINICAL TRIAL TOXICITY BY USING CUCKOO SEARCH-ENSEMBLE METHOD | ISMAN KURNIAWAN | INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGY (ICOICT) | |
| IMPLEMENTATION OF FIREFLY ALGORITHM-SUPPORT VECTOR MACHINE IN CLASSIFYING CLINICAL TRIAL | ISMAN KURNIAWAN | INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGY (ICOICT) | |
| CLINICAL TRIAL TOXICITY PREDICTION BY USING ARTIFICIAL NEURAL NETWORK OPTIMIZED BY GREY WOLF OPTIMIZATION | ISMAN KURNIAWAN | INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGY (ICOICT) | |
| MODELLING OF SIGNIFICANT WAVE HEIGHT TIME SERIES PREDICTION USING CATBOOST WITH A CASE STUDY IN PACITAN, INDONESIA | DIDIT ADYTIA | Hendri Bhirowo Dwi Hananto (PLN Research Institute) Indra.A.Aditya (PLN Research Institute) | INTERNATIONAL CONFERENCE ON ADVANCEMENT IN DATA SCIENCE, E-LEARNING AND INFORMATION SYSTEMS (ICADEIS) |
| PREDICTION OF WAVE HEIGHT TIME SERIES USING TEMPORAL CONVOLUTIONAL NETWORK APPROACH: A CASE STUDY IN PACITAN, INDONESIA | DIDIT ADYTIA | Hendri Bhirowo Dwi Hananto (PLN Research Institute) Indra A. Aditya (PLN Research Institute) | INTERNATIONAL CONFERENCE ON ADVANCEMENT IN DATA SCIENCE, E-LEARNING AND INFORMATION SYSTEMS (ICADEIS) |
| DEPRESSION DETECTION ON SOCIAL MEDIA X BY TEXT ANALYSIS WITH ATTENTION-BASED CNN-BILSTM USING FASTTEXT | ERWIN BUDI SETIAWAN | INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGY (ICOICT) | |
| TIME SERIES FORECASTING APPROACH FOR WAVE HEIGHTS USING AUTOFORMER MODEL: A CASE STUDY IN PELABUHAN RATU, INDONESIA | DIDIT ADYTIA | Hendri Bhirowo (PLN Research Institute) Indra A. Aditya (PLN Research Institute) | INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ITS APPLICATIONS (ICODSA) |
| MULTI-CRITERIA SHIP ROUTE MODELING AND OPTIMIZATION USING ANT COLONY OPTIMIZATION WITH A CASE STUDY IN INDONESIA | DIDIT ADYTIA | INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ITS APPLICATIONS (ICODSA) | |
| FASTTEXT-ENHANCED HYBRID DEEP LEARNING WITH GENETIC ALGORITHM FOR SENTIMENT ANALYSIS OF INDONESIA’S 2024 REGIONAL ELECTION ON X | ERWIN BUDI SETIAWAN | INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGY (ICOICT) | |
| THE IMPACT OF USING WORD EMBEDDING (FASTTEXT) AND TF-IDF ON FEATURE EXTRACTION FOR CYBERBULLYING DETECTION WITH HYBRID MODELS | ERWIN BUDI SETIAWAN | INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGY (ICOICT) | |
| OPTIMIZING LSTM MODELS WITH FASTTEXT FEATURE FOR SENTIMENT ANALYSIS OF INDONESIA’S 2024 REGIONAL ELECTIONS ON X | ERWIN BUDI SETIAWAN | INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGY (ICOICT) | |
| MACHINE LEARNING METHOD FOR CARBON STOCK CLASSIFICATION WITH DRONE AND GEE DATA | ERWIN BUDI SETIAWAN | INTERNATIONAL CONFERENCE ON ADVANCEMENT IN DATA SCIENCE, E-LEARNING AND INFORMATION SYSTEMS (ICADEIS) | |
| OPTIMIZING LEARNING RATES AND FEATURE EXPANSION WITH FASTTEXT IN HYBRID CNN-BIGRU FOR INDONESIAN CYBERBULLYING DETECTION ON X | ERWIN BUDI SETIAWAN | INTERNATIONAL CONFERENCE ON ADVANCEMENT IN DATA SCIENCE, E-LEARNING AND INFORMATION SYSTEMS (ICADEIS) | |
| DETECTION OF DEPRESSION ON SOCIAL MEDIA X WITH FASTTEXT FEATURE EXPANSION USING HYBRID DEEP LEARNING CNN-GRU | ERWIN BUDI SETIAWAN | INTERNATIONAL CONFERENCE ON ADVANCEMENT IN DATA SCIENCE, E-LEARNING AND INFORMATION SYSTEMS (ICADEIS) | |
| SENTIMENT ANALYSIS ON 2024 REGIONAL ELECTIONS USING HYBRID CNN-SVM WITH SEMANTIC FEATURES AND WORD2VEC | ERWIN BUDI SETIAWAN | INTERNATIONAL CONFERENCE ON ADVANCEMENT IN DATA SCIENCE, E-LEARNING AND INFORMATION SYSTEMS (ICADEIS) | |
| DEPRESSION DETECTION USING HYBRID MODEL BILSTM – CNN WITH GLOVE AS FEATURE EXPANSION IN X | ERWIN BUDI SETIAWAN | INTERNATIONAL CONFERENCE ON ADVANCEMENT IN DATA SCIENCE, E-LEARNING AND INFORMATION SYSTEMS (ICADEIS) | |
| MACHINE LEARNING SOLUTIONS FOR STUNTING CLASSIFICATION IN KARYA JAYA: A CASE STUDY USING KNN AND SVM | PUTU HARRY GUNAWAN INDWIARTI | INTERNATIONAL CONFERENCE ON ADVANCEMENT IN DATA SCIENCE, E-LEARNING AND INFORMATION SYSTEMS (ICADEIS) | |
| A CASE STUDY ON STUNTING CLASSIFICATION IN TODDLERS FROM KARYAJAYA SOUTH SUMATRA USING EXTREME GRADIENT BOOSTING AND K NEAREST NEIGHBORS | I WAYAN PALTON ANUWIKSA PUTU HARRY GUNAWAN | INTERNATIONAL CONFERENCE ON ADVANCEMENT IN DATA SCIENCE, E-LEARNING AND INFORMATION SYSTEMS (ICADEIS) | |
| STUNTING ANALYSIS OF TODDLERS IN KOTA BARU, WEST BEKASI USING K-NEAREST NEIGHBOR AND NAIVE BAYES | PUTU HARRY GUNAWAN | INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ITS APPLICATIONS (ICODSA) | |
| CLASSIFICATION ANALYSIS OF STUNTING DATA ON TODDLERS IN BEKASI CITY USING LOGISTIC REGRESSION AND RANDOM FOREST | PUTU HARRY GUNAWAN | INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ITS APPLICATIONS (ICODSA) | |
| ANALYZING PERFORMANCE YOLOV8 IN DETECTION, AMOUNT, AND TYPE OF ACNE LESIONS | PUTU HARRY GUNAWAN I WAYAN PALTON ANUWIKSA | Ida Ayu Manik Partha Sutema (Universitas Bali Internasional) Narita Aquarini (Poitiers Intervenant Finance La Rochelle, France) | INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ITS APPLICATIONS (ICODSA) |
| PREDICTING BITCOIN PRICES THROUGH THE INTEGRATION OF SENTIMENT ANALYSIS AND ARIMAX MODELS | PUTU HARRY GUNAWAN INDWIARTI | Narita Aquarini (Poitiers Intervenant Finance La Rochelle, France) | INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ITS APPLICATIONS (ICODSA) |
| KNN ALGORITHM FOR PREDICTING MTSN PADANG PANJANG STUDENTS’ TO HIGH SCHOOL PLACEMENT | INDWIARTI PUTU HARRY GUNAWAN | INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ITS APPLICATIONS (ICODSA) | |
| OPTIMIZING BOOK RECOMMENDATION SYSTEMS THROUGH INTEGRATION OF SENTIMENT ANALYSIS ON USER REVIEWS | I WAYAN PALTON ANUWIKSA PUTU HARRY GUNAWAN | INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ITS APPLICATIONS (ICODSA) | |
| BRAIN TUMOR DETECTION USING YOLO MODELS IN MRI IMAGES | GAMMA KOSALA | INTERNATIONAL CONFERENCE ON ADVANCEMENT IN DATA SCIENCE, E-LEARNING AND INFORMATION SYSTEMS (ICADEIS) | |
| CLASSIFICATION OF VEHICLE CLASSES AT TOLL GATES USING YOLOV9 AND RESNET50 | GAMMA KOSALA | INTERNATIONAL CONFERENCE ON ADVANCEMENT IN DATA SCIENCE, E-LEARNING AND INFORMATION SYSTEMS (ICADEIS) | |
| ABNORMAL TRAJECTORY TYPE LOITERING DETECTION USING YOLOV9 AND CNN | GAMMA KOSALA | INTERNATIONAL CONFERENCE ON ADVANCEMENT IN DATA SCIENCE, E-LEARNING AND INFORMATION SYSTEMS (ICADEIS) | |
| SEMANTIC SEGMENTATION OF LAND COVER IN MULTISOURCE AERIAL IMAGERY USING U-NET | GAMMA KOSALA ERWIN BUDI SETIAWAN | INTERNATIONAL CONFERENCE ON ADVANCEMENT IN DATA SCIENCE, E-LEARNING AND INFORMATION SYSTEMS (ICADEIS) | |
| BRAIN TUMOR CLASSIFICATION USING EFFICIENTNET-BASED CNN ARCHITECTURE IN MRI IMAGES | UNTARI NOVIA WISESTY | INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ITS APPLICATIONS (ICODSA) | |
| RECOGNIZING INDONESIAN SIGN LANGUAGE (BISINDO) ALPHABET USING OPTIMIZED DEEP LEARNING | TJOKORDA AGUNG BUDI WIRAYUDA | INTERNATIONAL CONFERENCE ON ADVANCEMENT IN DATA SCIENCE, E-LEARNING AND INFORMATION SYSTEMS (ICADEIS) | |
| PERFORMANCE COMPARISON OF YOLOV9, YOLOV10, AND YOLOV11 FOR DETECTING HIGHWAY POTHOLES | GAMMA KOSALA | INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ITS APPLICATIONS (ICODSA) | |
| CARFIN: CAR RECOMMENDER SYSTEM BASED ON CONVERSATIONAL RECOMMENDER SYSTEM USING LARGE LANGUAGE MODEL | Z. K. ABDURAHMAN BAIZAL | INTERNATIONAL CONFERENCE ON ADVANCEMENT IN DATA SCIENCE, E-LEARNING AND INFORMATION SYSTEMS (ICADEIS) | |
| BELLE: LARGE LANGUAGE MODEL-BASED CONVERSATIONAL RECOMMENDER SYSTEMS FOR BEAUTY PRODUCTS | Z. K. ABDURAHMAN BAIZAL | INTERNATIONAL CONFERENCE ON ADVANCEMENT IN DATA SCIENCE, E-LEARNING AND INFORMATION SYSTEMS (ICADEIS) | |
| CONVERSATIONAL RECOMMENDER SYSTEM USING A COMBINATION OF FINE-TUNED GPT-4O AND RETRIEVAL-AUGMENTED GENERATION FOR LAPTOP RECOMMENDATIONS | Z. K. ABDURAHMAN BAIZAL | INTERNATIONAL CONFERENCE ON ADVANCEMENT IN DATA SCIENCE, E-LEARNING AND INFORMATION SYSTEMS (ICADEIS) | |
| PERSONALIZED RECOMMENDER SYSTEM FOR E-COMMERCE GROCERY USING TIME-BASED COLLABORATIVE FILTERING | Z. K. ABDURAHMAN BAIZAL | INTERNATIONAL CONFERENCE ON ADVANCEMENT IN DATA SCIENCE, E-LEARNING AND INFORMATION SYSTEMS (ICADEIS) | |
| LARGE LANGUAGE MODEL – BASED CONVERSATIONAL RECOMMENDER SYSTEM FOR PERSONALIZING LONG-TERM CRYPTOCURRENCY PORTFOLIO RECOMMENDATION | Z. K. ABDURAHMAN BAIZAL | INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGY (ICOICT) | |
| TEMPORAL KEYWORD EXTRACTION FROM INDONESIAN NEWS ARTICLES: THE TOPIC-BASED RECOMMENDER SYSTEM | Z. K. ABDURAHMAN BAIZAL | INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGY (ICOICT) | |
| PERSONALIZED KOREAN DRAMA SERIES RECOMMENDER SYSTEM USING SINGULAR VALUE DECOMPOSITION | Z. K. ABDURAHMAN BAIZAL | INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGY (ICOICT) | |
| RECOMMENDER SYSTEM USING TIME-BASED COLLABORATIVE FILTERING ON FASHION PRODUCT | Z. K. ABDURAHMAN BAIZAL | INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGY (ICOICT) | |
| PERFUME PRODUCT SELECTION RECOMMENDER SYSTEM USING CONTENT-BASED FILTERING APPROACH | Z. K. ABDURAHMAN BAIZAL | INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ITS APPLICATIONS (ICODSA) | |
| PERSONALIZED NUTRITION RECOMMENDER SYSTEM FOR HYPERCHOLESTEROLEMIA PATIENTS USING ONTOLOGY AND SWRL APPROACHES | Z. K. ABDURAHMAN BAIZAL | INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ITS APPLICATIONS (ICODSA) | |
| CLASSIFICATION OF STOCKS WITH POTENTIAL TO REACH MINIMUM PRICE LEVELS ON THE INDONESIAN STOCK EXCHANGE USING SUPPORT VECTOR MACHINE (SVM) AND EXTREME GRADIENT BOOSTING (XGBOOST) | DENI SAEPUDIN | INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ITS APPLICATIONS (ICODSA) | |
| MULTI-LABEL CLASSIFICATION OF AL-QUR’AN VERSES USING ENSEMBLE METHOD AND BERT | BUNYAMIN MOCH. ARIF BIJAKSANA | INTERNATIONAL CONFERENCE ON ADVANCEMENT IN DATA SCIENCE, E-LEARNING AND INFORMATION SYSTEMS (ICADEIS) | |
| PERFORMANCE OF RANDOM FOREST AND XGBOOST IN STUNTING CLASSIFICATION FOR TODDLERS IN TALAUD ISLAND | PUTU HARRY GUNAWAN | Narita Aquarini (Ecole Doctorale Science Economics) | INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGY (ICOICT) |
| SENTIMENT ANALYSIS OF TRANSPORTATION APPLICATION REVIEWS WITH SVM ON HANDLING IMBALANCED DATA USING SMOTE | YULIANT SIBARONI SRI SURYANI PRASETYOWATI | INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ITS APPLICATIONS (ICODSA) | |
| MULTI-ASPECT SENTIMENT ANALYSIS FOR HOTEL REVIEWS WITH HYBRID RNN-LONG SHORT-TERM MEMORY (LSTM) METHOD | YULIANT SIBARONI | INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ITS APPLICATIONS (ICODSA) | |
| PREDICTION OF STOCK PRICE MOVEMENTS ON THE INDONESIA STOCK EXCHANGE (IDX) BASED ON COMPANY FUNDAMENTAL RATIOS USING THE TEMPORAL CONVOLUTIONAL NETWORK (TCN) METHOD | DENI SAEPUDIN INDWIARTI | INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGY (ICOICT) | |
| ANALYZING OF THE ALIGNMENT BETWEEN COURSE LEARNING OUTCOMES (CLOS) AND PROGRAM LEARNING OUTCOMES (PLOS) USING TEXTUAL SIMILARITY-BASED METHODS | ADE ROMADHONY | INTERNATIONAL CONFERENCE ON ADVANCEMENT IN DATA SCIENCE, E-LEARNING AND INFORMATION SYSTEMS (ICADEIS) | |
| DATA AUGMENTATION USING MULTI-TURN DIALOGUE PROMPTING FOR SENTIMENT ANALYSIS | ADE ROMADHONY | INTERNATIONAL CONFERENCE ON ADVANCEMENT IN DATA SCIENCE, E-LEARNING AND INFORMATION SYSTEMS (ICADEIS) | |
| INFORMATION EXTRACTION OF PRODUCT ADVERTISEMENT POST IN SOCIAL MEDIA USING BILSTM-CRF | ADE ROMADHONY | INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGY (ICOICT) | |
| IDENTIFICATION OF CLICKBAIT VIDEO TITLES IN INDONESIAN | ADE ROMADHONY | INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGY (ICOICT) | |
| EVENT EXTRACTION ON SEXUAL VIOLENCE NEWS IN INDONESIA WITH CONDITIONAL RANDOM FIELDS (CRF) | ADE ROMADHONY | INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ITS APPLICATIONS (ICODSA) | |
| DATA AUGMENTATION WITH SYNONYM REPLACEMENT AND RANDOM INSERTION FOR FAKE NEWS CLASSIFICATION | ADE ROMADHONY | INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ITS APPLICATIONS (ICODSA) | |
| ENTITY EXTRACTION IN SCIENTIFIC LITERATURE USING HIDDEN MARKOV MODEL (HMM) AND CONDITIONAL RANDOM FIELDS (CRF) | ADE ROMADHONY | INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGY (ICOICT) | |
| DESIGN AND PROTOTYPE OF INDONESIAN CHATBOT ON HEALTH INFORMATION | ADE ROMADHONY | INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ITS APPLICATIONS (ICODSA) | |
| DETECTING FAKE NEWS IN INDONESIAN WITH A NATURAL LANGUAGE INFERENCE APPROACH USING DEEP LEARNING METHODOLOGY | ADE ROMADHONY | INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ITS APPLICATIONS (ICODSA) | |
| TIME-BASED COLLABORATIVE FILTERING FOR MOVIE RECOMMENDATION USING IMPLICIT FEEDBACK | Z. K. ABDURAHMAN BAIZAL | INTERNATIONAL CONFERENCE ON ADVANCEMENT IN DATA SCIENCE, E-LEARNING AND INFORMATION SYSTEMS (ICADEIS) | |
| MUSIC RECOMMENDER SYSTEM USING NON-NEGATIVE MATRIX FACTORIZATION | Z. K. ABDURAHMAN BAIZAL | INTERNATIONAL CONFERENCE ON ADVANCEMENT IN DATA SCIENCE, E-LEARNING AND INFORMATION SYSTEMS (ICADEIS) | |
| PERSONALIZED LOW GLYCEMIC INDEX MENU RECOMMENDER SYSTEM FOR DIABETES MANAGEMENT USING ONTOLOGY-BASED APPROACH | Z. K. ABDURAHMAN BAIZAL | INTERNATIONAL CONFERENCE ON ADVANCEMENT IN DATA SCIENCE, E-LEARNING AND INFORMATION SYSTEMS (ICADEIS) | |
| SKINCARE RECOMMENDER SYSTEM USING CONTENT-BASED FILTERING METHOD | Z. K. ABDURAHMAN BAIZAL | INTERNATIONAL CONFERENCE ON ADVANCEMENT IN DATA SCIENCE, E-LEARNING AND INFORMATION SYSTEMS (ICADEIS) | |
| SENTIMENT ANALYSIS OF PUBLIC OPINIONS ON THE MCDONALD’S BOYCOTT MOVEMENT USING CNN AND WORD2VEC FEATURE EXTRACTION | HASMAWATI BUNYAMIN | INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ITS APPLICATIONS (ICODSA) | |
| ENHANCED RECOMMENDATION SYSTEMS USING DEEP MATRIX FACTORIZATION WITH SENTIMENT ANALYSIS FOR TRIPADVISOR | AGUNG TOTO WIBOWO | INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ITS APPLICATIONS (ICODSA) | |
| MULTIMODAL N-GRAPH FEATURE CHARACTERISTICS IN KEYSTROKE BIOMETRICS USING RANDOM FOREST CLASSIFICATION | PRASTI EKO YUNANTO TJOKORDA AGUNG BUDI WIRAYUDA | INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGY (ICOICT) | |
| CLASSIFICATION OF ALZHEIMER’S DISEASE BASED ON MRI IMAGE USING CONVOLUTIONAL NEURAL NETWORK | TJOKORDA AGUNG BUDI WIRAYUDA | INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ITS APPLICATIONS (ICODSA) | |
| PERFORMANCE ANALYSIS OF MACHINE LEARNING MODELS FOR BOOK GENRE CLASSIFICATION USING LSTM AND SVM | KEMAS MUSLIM LHAKSMANA | INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ITS APPLICATIONS (ICODSA) | |
| PERFORMANCE ANALYSIS OF LSTM-BASED ALGORITHMS AND BERT MODELS FOR ABSTRACTIVE TEXT SUMMARIZATION | KEMAS MUSLIM LHAKSMANA | INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ITS APPLICATIONS (ICODSA) | |
| LEVERAGING ANN, AND SVM WITH COMPARISON WORD2VEC DIMENSIONS FOR SENTIMENT ANALYSIS OF CHATGPT APP REVIEWS | KEMAS MUSLIM LHAKSMANA | INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGY (ICOICT) | |
| INDONESIAN FAKE NEWS CLASSIFICATION USING BI-LSTM WITH INDOBERT AND DATA AUGMENTATION | KEMAS MUSLIM LHAKSMANA | INTERNATIONAL CONFERENCE ON ADVANCEMENT IN DATA SCIENCE, E-LEARNING AND INFORMATION SYSTEMS (ICADEIS) | |
| AI-GENERATED TEXT DETECTOR FOR ENGLISH WRITTEN ESSAY USING ENSEMBLE ROBERTA | KEMAS MUSLIM LHAKSMANA | INTERNATIONAL CONFERENCE ON ADVANCEMENT IN DATA SCIENCE, E-LEARNING AND INFORMATION SYSTEMS (ICADEIS) | |
| COLLABORATION OF SENTIMENT ANALYSIS AND SOCIAL NETWORK ANALYSIS METHODS IN SUPPORTING DIGITAL TALENT DEVELOPMENT IN INDONESIA | KEMAS MUSLIM LHAKSMANA | INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGY (ICOICT) | |
| IMPLEMENTATION OF SEMANTIC SEARCH BASED ON VECTOR DATABASE FOR PERSONAL DOCUMENTS | KEMAS RAHMAT SALEH WIHARJA | INTERNATIONAL CONFERENCE ON ADVANCEMENT IN DATA SCIENCE, E-LEARNING AND INFORMATION SYSTEMS (ICADEIS) | |
| LEVERAGING TEMPORAL FEATURE EXPANSION FOR ENHANCED PREDICTION OF NAIVE BAYES AND RANDOM FOREST CLASSIFICATION ON SWSR | SRI SURYANI PRASETYOWATI YULIANT SIBARONI | INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ITS APPLICATIONS (ICODSA) | |
| CLASSIFICATION OF DEPRESSION BASED ON SOCIAL MEDIA POSTING PATTERNS USING ROBERTA METHOD | WARIH MAHARANI | INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ITS APPLICATIONS (ICODSA) | |
| EMOTION CLASSIFICATION BASED ON SOCIAL MEDIA X POSTING PATTERNS IN BAHASA USING ROBERTA | WARIH MAHARANI | INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ITS APPLICATIONS (ICODSA) | |
| EMOTION CLASSIFICATION BASED ON SOCIAL MEDIA TEXT UPLOAD PATTERNS USING THE ALBERT METHOD | WARIH MAHARANI | INTERNATIONAL CONFERENCE ON ADVANCEMENT IN DATA SCIENCE, E-LEARNING AND INFORMATION SYSTEMS (ICADEIS) | |
| CLASSIFICATION OF EMOTION BASED ON SOCIAL MEDIA POSTING PATTERNS USING THE BERT METHOD | WARIH MAHARANI | INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGY (ICOICT) | |
| IMPLEMENTATION OF NAIVE BAYES AND SUPPORT VECTOR MACHINE (SVM) FOR NUTRITIONAL STATUS CLASSIFICATION IN KALIJAMBE | PUTU HARRY GUNAWAN | INTERNATIONAL CONFERENCE ARTIFICIAL INTELLIGENCE AND MECHATRONICS SYSTEMS (AIMS) | |
| CLASSIFICATION OF TODDLERS NUTRITIONAL STATUS IN KALIJAMBE USING DECISION TREE AND SUPPORT VECTOR MACHINE (SVM): A COMPARATIVE STUDY | PUTU HARRY GUNAWAN | INTERNATIONAL CONFERENCE ARTIFICIAL INTELLIGENCE AND MECHATRONICS SYSTEMS (AIMS) | |
| COMPARISON OF MACHINE LEARNING MODELS IN SENTIMENT ANALYSIS OF USER REVIEWS ON THE SP4N LAPOR! APPLICATION FROM TWITTER | PUTU HARRY GUNAWAN | Narita Aquarini (Universite pointier, france) | INTERNATIONAL CONFERENCE ARTIFICIAL INTELLIGENCE AND MECHATRONICS SYSTEMS (AIMS) |
| IMPLEMENTATION OF INDOBERT AND GATED RECURRENT UNIT (GRU) FOR SARCASM DETECTION IN INDONESIAN TEXT | MAHENDRA DWIFEBRI PURBOLAKSONO ADIWIJAYA | INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGY (ICOICT) | |
| PERFORMANCE ANALYSIS OF CONVOLUTIONAL NEURAL NETWORK ARCHITECTURE IN PNEUMONIA DETECTION FROM X-RAY IMAGES | PUTU HARRY GUNAWAN | INTERNATIONAL CONFERENCE ON ELECTRONICS REPRESENTATION AND ALGORITHM (ICERA) | |
| COMPARATIVE STUDY OF SVM AND CNN WITH TF-IDF AND WORD2VEC FOR INDONESIAN HATE SPEECH DETECTION ON SOCIAL MEDIA X | KEMAS MUSLIM LHAKSMANA | INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGY (ICOICT) | |
| LANGUAGE ANXIETY DETECTION IN ENGLISH TEXTS USING BERT AND SVM | KEMAS MUSLIM LHAKSMANA IIS KURNIA NURHAYATI | INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ITS APPLICATIONS (ICODSA) | |
| CLASSIFICATION OF HADITH AUTHENTICITY USING ARABICBERT | KEMAS MUSLIM LHAKSMANA | INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ITS APPLICATIONS (ICODSA) | |
| DEPENDENCY GRAPH OF QURAN JUZ 30: CENTRALITY AND DEGREE DISTRIBUTION ANALYSIS OF SYNTACTIC WORD NETWORKS | MOCH. ARIF BIJAKSANA KEMAS MUSLIM LHAKSMANA | INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGY (ICOICT) | |
| DETECTING DEPRESSION IN INDONESIAN SOCIAL MEDIA: A FASTTEXT AND GA-OPTIMIZED WITH CNN-RNN APPROACH | ERWIN BUDI SETIAWAN | INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ITS APPLICATIONS (ICODSA) | |
| TINYBERT-BASED SENTIMENT ANALYSIS FOR LARGE SCALE EDUCATIONAL FEEDBACK: A CASE STUDY ON COURSERA REVIEWS | ANGELINA PRIMA KURNIATI | INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND BIG DATA (ICAIBD) | |
| IMPLEMENTATION OF LONG SHORT-TERM MEMORY METHOD FOR FINANCIAL SENTIMENT ANALYSIS | ANGELINA PRIMA KURNIATI | INTERNATIONAL CONFERENCE ON SMART APPLICATIONS, COMMUNICATIONS AND NETWORKING (SMARTNETS) | |
| IMAGE CLASSIFICATION OF PERSIAN HANDWRITTEN DIGITS USING SIMPLIFIED VGG16 | ANGELINA PRIMA KURNIATI | INTERNATIONAL CONFERENCE ON SMART APPLICATIONS, COMMUNICATIONS AND NETWORKING (SMARTNETS) | |
| ROAD DAMAGE SEMANTIC SEGMENTATION USING LETNET | MAHMUD DWI SULISTIYO ADITYA FIRMAN IHSAN | Nik Mohd Zarifie Hashim (Universiti Teknikal Malaysia Melaka (UTeM), Malaysia) Hiroshi Murase (Nagoya University, Japan) | INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ITS APPLICATIONS (ICODSA) |
| CLASSIFICATION OF BEAN LEAF LESIONS USING MODIFIED EFFICIENTNETV2 FOR IMPLEMENTATION IN TENSORFLOW LITE | MAHMUD DWI SULISTIYO | INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ITS APPLICATIONS (ICODSA) | |
| RECOGNITION OF BALINESE, JAVANESE, AND SUNDANESE SCRIPTS USING CNN WITH VGG-16 ARCHITECTURE | MAHMUD DWI SULISTIYO UNTARI NOVIA WISESTY | INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ITS APPLICATIONS (ICODSA) | |
| PEST DETECTION IN RESIDENTIAL AREAS FROM A CCTV VIEWPOINT USING SSD AND MOBILENET-V2 | MAHMUD DWI SULISTIYO EDWARD FERDIAN | INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGY (ICOICT) | |
| BOOSTING THE PERFORMANCE OF YOLOV11-BASED TRASH DETECTION MODEL IN A WATERWAY | MAHMUD DWI SULISTIYO | Hiroshi Murase (Nagoya University) | INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGY (ICOICT) |
| INSTANCE SEGMENTATION FOR ROAD DAMAGE IDENTIFICATION USING YOLOV8 | MAHMUD DWI SULISTIYO GAMMA KOSALA | INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGY (ICOICT) | |
| DEPRESSION DETECTION ON X WITH WORD2VEC FEATURE EXPANSION VIA HYBRID CNN-BILSTM METHOD AND PARTICLE SWARM OPTIMIZATION | ERWIN BUDI SETIAWAN | INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ITS APPLICATIONS (ICODSA) | |
| TEMPORAL-BASED BOOK RECOMMENDER SYSTEM USING TIMESVD++ TO DETECT CHANGES IN USER INTERESTS | Z. K. ABDURAHMAN BAIZAL | INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ITS APPLICATIONS (ICODSA) | |
| FACILITIES-BASED BOARDING HOUSE RECOMMENDATION USING WORD2VEC AND COSINE SIMILARITY | Z. K. ABDURAHMAN BAIZAL | INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ITS APPLICATIONS (ICODSA) | |
| DEEP MATRIX FACTORIZATION FOR SOLVING SPARSITY PROBLEM IN RECOMMENDER SYSTEM | Z. K. ABDURAHMAN BAIZAL | INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ITS APPLICATIONS (ICODSA) | |
| IMPLEMENTATION OF ONTOLOGY-BASED HERBAL MEDICINE PRODUCT QUESTION ANSWERING SYSTEM WITH SVM CLASSIFICATION AND NER KEYWORD EXTRACTION | RITA DESTIWATI SHAUFIAH | INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ITS APPLICATIONS (ICODSA) | |
| A COMPARATIVE STUDY OF DEEP LEARNING MODELS AND XAI FOR BREAST ULTRASOUND IMAGE CLASSIFICATION | UNTARI NOVIA WISESTY ADIWIJAYA PUTU HARRY GUNAWAN | INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ITS APPLICATIONS (ICODSA) | |
| ANALYSIS OF ANXIETY IN LEARNING A FOREIGN LANGUAGE USING ROBERTA AND ALBERT | IIS KURNIA NURHAYATI KEMAS MUSLIM LHAKSMANA | INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ITS APPLICATIONS (ICODSA) | |
| TOURIST ROUTES RECOMMENDER SYSTEM IN YOGYAKARTA USING K-MEANS AND SIMULATED ANNEALING ALGORITHM | Z. K. ABDURAHMAN BAIZAL | INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING AND COMPUTER SYSTEM | |
| VIDEO GAME HYBRID RECOMMENDER SYSTEM USING SENTIMENT ANALYSIS OF USER REVIEWS | Z. K. ABDURAHMAN BAIZAL | INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING AND COMPUTER SYSTEM (ICSECS) | |
| PIPELINE HYBRIDIZATION OF AUTOENCODER AND SINGULAR VALUE DECOMPOSITION FOR MULTI-CRITERIA RECOMMENDER SYSTEM | Z. K. ABDURAHMAN BAIZAL | INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING AND COMPUTER SYSTEM (ICSECS) | |
| A HYBRID CULINARY RECOMMENDER SYSTEM USING SLOPE ONE AND ICHM (CASE STUDY: GREATER JAKARTA METROPOLITAN AREA) | Z. K. ABDURAHMAN BAIZAL | INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ITS APPLICATIONS (ICODSA) | |
| WORD2VEC-BASED FACIAL SERUM RECOMMENDER SYSTEM | Z. K. ABDURAHMAN BAIZAL | INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ITS APPLICATIONS (ICODSA) | |
| TIMESVD++-BASED MOVIE RECOMMENDATION MODEL BY CONSIDERING TEMPORAL CHANGES IN USER INTERESTS | Z. K. ABDURAHMAN BAIZAL | INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING AND COMPUTER SYSTEM (ICSECS) | |
| MULTI-DAY TRAVEL ROUTE PLANNING USING THE FIREFLY ALGORITHM FOR DISTANCE AND TRANSPORTATION COST EFFICIENCY | Z. K. ABDURAHMAN BAIZAL | INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ITS APPLICATIONS (ICODSA) | |
| QUR’ANIC VERSE RECOMMENDER SYSTEM USING HYBRID SBERT-TFIDF EMBEDDING AND LLM-BASED EXPLANATION FACILITY | Z. K. ABDURAHMAN BAIZAL | INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ITS APPLICATIONS (ICODSA) | |
| EXPLORING THE PERFORMANCE OF MACHINE LEARNING: A CASE ANALYSIS OF WEBSITE DEFACEMENT DETECTION | MAHMUD DWI SULISTIYO VERA SURYANI | INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGY (ICOICT) | |
| SECURITY ANALYSIS OF CAMPUS ASSET INFORMATION SYSTEM WITH PENETRATION TESTING METHOD USING OWASP FRAMEWORK AT UNIVERSITY XYZ | SYIFA NURGAIDA YUTIA NURUL ILMI | INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ITS APPLICATIONS (ICODSA) | |
| NATURAL GAS TRANSMISSION FORECASTING USING CNN-LSTM DEEP LEARNING MODEL | ADITYA FIRMAN IHSAN HASMAWATI | INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ITS APPLICATIONS (ICODSA) | |
| ANOMALY DETECTION OF GAS PIPELINE OPERATIONAL DATA USING TCN-AUTOENCODER AND LSTM-AUTOENCODER MODELS | ADITYA FIRMAN IHSAN HASMAWATI | INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ITS APPLICATIONS (ICODSA) | |
| IMPLEMENTATION OF SYSTEM CODE GENERATION BASED ON LARGE LANGUAGE MODEL FINE-TUNE WITH QLORA | DONNI RICHASDY DANA SULISTIYO KUSUMO | INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGY (ICOICT) | |
| ENHANCING STOCK FORECASTING AND INVESTMENT DECISIONS WITH STACKING ENSEMBLE ON HISTORICAL TRANSACTION DATA | DIAN INDIYATI SUYANTO IMELDA ATASTINA | INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGY (ICOICT) | |
| GESTURE RECOGNITION FOR ARGENTINIAN SIGN LANGUAGE USING DEEP CNN AND LSTM | WIKKY FAWWAZ AL MAKI | INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ITS APPLICATIONS (ICODSA) | |
| ENHANCING PLANT DISEASE CLASSIFICATION WITH TRANSFER LEARNING AND DATA AUGMENTATION: A COMPREHENSIVE EVALUATION OF DEEP LEARNING ARCHITECTURES | WIDI ASTUTI | INTERNATIONAL SEMINAR ON INTELLIGENT TECHNOLOGY AND ITS APPLICATIONS (ISITIA) | |
| AND GATE PERCEPTRON FOR WORD PREDICTION: A COMPARATIVE STUDY ON NORMAL AND APHASIC COMMUNICATION | MAHMUD DWI SULISTIYO | INTERNATIONAL CONFERENCE ON CREATIVE MULTIMEDIA (ICCM) | |
| EXPLORING MULTI-ANGLE IMAGING FOR FOOD SAFETY AND SECURITY THROUGH COMPUTER VISION | MAHMUD DWI SULISTIYO | INTERNATIONAL CONFERENCE ON CREATIVE MULTIMEDIA (ICCM) | |
| SENTIMENT ANALYSIS ON GAME REVIEW ON THE STEAM PLATFORM USING SUPPORT VECTOR MACHINE, TF-IDF AND CHI-SQUARE METHODS | MAHENDRA DWIFEBRI PURBOLAKSONO ADIWIJAYA | INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ITS APPLICATIONS (ICODSA) | |
| LLM BASED SENTIMENT ANALYSIS IN PRIVATE SOCIAL MEDIA: CASE STUDY OF MY TEL-U APP | ALFIAN AKBAR GOZALI MAHENDRA DWIFEBRI PURBOLAKSONO | INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ITS APPLICATIONS (ICODSA) | |
| LLM-BASED SENTIMENT ANALYSIS OF RPG GENRE GAME REVIEWS ON STEAM | ALFIAN AKBAR GOZALI MAHENDRA DWIFEBRI PURBOLAKSONO | INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ITS APPLICATIONS (ICODSA) | |
| HYBRID PCA-AUTOENCODER FOR DIMENSIONALITY REDUCTION IN MICROARRAY-BASED CANCER DETECTION | MAHENDRA DWIFEBRI PURBOLAKSONO ADIWIJAYA | INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ITS APPLICATIONS (ICODSA) | |
| BUILDING AN ONLINE NEWS ARTICLE RECOMMENDATION SYSTEM USING GENERATIVE RECOMMENDATION | KEMAS RAHMAT SALEH WIHARJA | INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ITS APPLICATIONS (ICODSA) | |
| REINFORCEMENT LEARNING APPROACH FOR PERSUASIVE SENTENCE EVALUATION IN CHILD MARRIAGE PREVENTION AI ASSISTANT | RIFKI WIJAYA GAMMA KOSALA | INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE FOR LEARNING AND OPTIMIZATION (ICoAILO) | |
| MULTI-DIMENSIONAL ANALYSIS OF LLM MODELS WITH SYNTHETIC DATA ON EARLY MARRIAGE PREVENTION | RIFKI WIJAYA GAMMA KOSALA | INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE FOR LEARNING AND OPTIMIZATION (ICoAILO) | |
| COMPARATIVE STUDY OF KNN AND ISOLATION FOREST FOR ANOMALY DETECTION IN OIL AND GAS SENSOR DATA USING MOVING AVERAGE LABELING | AMALIA NUR ALIFAH ADITYA FIRMAN IHSAN | INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND COMPUTATIONAL INTELLIGENCE (ICCSCI) |
2024 Conference
| Judul Artikel | Tim Penulis | Tim Penulis Eksternal | Nama Jurnal/Prosiding |
| DISINFORMATION DETECTION ON 2024 INDONESIA PRESIDENTIAL ELECTION USING INDOBERT | YULIANT SIBARONI ADITYA FIRMAN IHSAN | ICODSA | |
| CONVERSATIONAL RECOMMENDER SYSTEM FOR AUDIO LISTENING DEVICE BASED ON ONTOLOGY | Z. K. ABDURAHMAN BAIZAL | 2024 INTERNATIONAL CONFERENCE IN EMERGING TECHNOLOGIES FOR SUSTAINABILITY AND INTELLIGENT SYSTEMS (ICETSIS 2024) | |
| FEATURE EXPANSION USING GLOVE FOR HATE SPEECH DETECTION USING CONVOLUTIONAL NEURAL NETWORK (CNN) AND RECURRENT NEURAL NETWORK (RNN) METHOD IN TWITTER | ERWIN BUDI SETIAWAN | INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ITS APPLICATIONS (ICODSA) | |
| ONTOLOGY-BASED CONVERSATION RECOMMENDER SYSTEM FOR CAMERA USING COLLABORATIVE FILTERING | Z. K. ABDURAHMAN BAIZAL | 2024 INTERNATIONAL CONFERENCE IN EMERGING TECHNOLOGIES FOR SUSTAINABILITY AND INTELLIGENT SYSTEMS (ICETSIS 2024) | |
| IMPLEMENTATION OF HYBRID BAT ALGORITHM-ENSEMBLE ON SIDE EFFECT PREDICTION: CASE STUDY METABOLISM AND NUTRITION DISORDERS | ISMAN KURNIAWAN JONDRI | 2024 INTERNATIONAL CONFERENCE IN EMERGING TECHNOLOGIES FOR SUSTAINABILITY AND INTELLIGENT SYSTEMS (ICETSIS 2024) | |
| ONTOLOGY-BASED CONVERSATIONAL RECOMMENDER SYSTEM FOR MOTORCYCLE | Z. K. ABDURAHMAN BAIZAL | 2024 INTERNATIONAL CONFERENCE IN EMERGING TECHNOLOGIES FOR SUSTAINABILITY AND INTELLIGENT SYSTEMS (ICETSIS 2024) | |
| PREDICTION OF DIABETES MELLITUS IN THE NEXT YEAR USING SMOTE AND RANDOM FOREST | ADIWIJAYA WARIH MAHARANI ALFIAN AKBAR GOZALI | THE INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ITS APPLICATIONS | |
| ASPECT BASED SENTIMENT ANALYSIS USING RECURRENT NEURAL NETWORKS (RNN) ON SOCIAL MEDIA TWITTER | ERWIN BUDI SETIAWAN | INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ITS APPLICATIONS (ICODSA) | |
| FOOD RECOMMENDATION WITH BALANCED NUTRITION USING CONTEXT-AWARE KNOWLEDGE-BASE | Z. K. ABDURAHMAN BAIZAL | INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ITS APPLICATIONS (ICODSA) | |
| EARLY DETECTION OF STUNTING IN INDONESIAN TODDLERS: A MACHINE LEARNING APPROACH | PUTU HARRY GUNAWAN INDWIARTI | ICODSA 2024 | |
| SUSPECT IDENTIFICATION BASED ON FACIAL RECOGNITION FROM CCTV USING HYBRID BAT ALGORITHM | MAHMUD DWI SULISTIYO | INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING, COMPUTER SCIENCE AND INFORMATICS (EECSI 2024) | |
| FORECASTING GAS PIPE PRESSURE USING ANN AND LINEAR REGRESSION | ADITYA FIRMAN IHSAN HASMAWATI | 2024 INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ITS APPLICATIONS (ICODSA) | |
| BEYOND BENCHMARKS: ASSESSING KNOWLEDGE GRAPH COMPLETION METHODS ON NON-BENCHMARK EMPLOYEE DATA | KEMAS RAHMAT SALEH WIHARJA | INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ITS APPLICATIONS (ICODSA) 2024 | |
| EFFICIENT FLOWER CLASSIFICATION USING CNN WITH INCEPTIONV3 TRANSFER LEARNING | MAHMUD DWI SULISTIYO SUGONDO HADIYOSO | ICOICT 2024 | |
| PUBLIC SENTIMENT ANALYSIS OF TELKOM UNIVERSITY: A COMPARATIVE STUDY OF SVM AND DECISION TREE MODELS | DEDY RAHMAN WIJAYA SARI DEWI BUDIWATI ANISAH FIRLI ADIWIJAYA | ICOABCD 2024 | |
| RECOMMENDING HIGHER EDUCATION STUDENT PROFILE USING KNOWLEDGE GRAPH-BASED CONVERSATIONAL RECOMMENDER SYSTEM | KEMAS RAHMAT SALEH WIHARJA Z. K. ABDURAHMAN BAIZAL | THE 2024 12TH INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGY (ICOICT) | |
| ONTOLOGY-BASED RECOMMENDER SYSTEM FOR BANDUNG REGION EATERIES USING SENTIMENT ANALYSIS ENHANCEMENT | Z. K. ABDURAHMAN BAIZAL | COMMUNICATION, NETWORKS, AND SATELLITE (COMNETSAT) 2024 | |
| HYPERPARAMETER OPTIMIZATION IN CONVOLUTIONAL NEURAL NETWORK FOR SENTIMENT ANALYSIS: A BSI RANSOMWARE PERSPECTIVE | YULIANT SIBARONI SRI SURYANI PRASETYOWATI | ICOSEIT | |
| UTILIZATION OF DISTILBERT IN DEVELOPING A CONVERSATIONAL RECOMMENDER SYSTEM FOR SKINCARE PRODUCTS BASED ON CRITIQUING | Z. K. ABDURAHMAN BAIZAL | COMMUNICATION, NETWORKS, AND SATELLITE (COMNETSAT) 2024 | |
| PERSONALIZED NEURAL NETWORK-BASED AGGREGATION FUNCTION WITH PARTIAL PREFERENCE HANDLING IN MULTI-CRITERIA COLLABORATIVE FILTERING | RITA RISMALA | HE 11TH INTERNATIONAL CONFERENCE ON ADVANCED INFORMATICS: CONCEPTS, THEORY AND APPLICATIONS (ICAICTA 2024) | |
| THE USAGE OF NEURAL COLLABORATIVE FILTERING IN ENHANCING PERSONALIZED SKINCARE RECOMMENDATION | Z. K. ABDURAHMAN BAIZAL | INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ITS APPLICATIONS (ICODSA) | |
| TRANSMISSION RATE ESTIMATION OF COVID-19 IN BANDUNG USING SIR MODEL AND RUNGE-KUTTA FOURTH-ORDER | PUTU HARRY GUNAWAN DIDIT ADYTIA | INTERNATIONAL CONFERENCE ON INTELLIGENT CYBERNETICS TECHNOLOGY & APPLICATIONS | |
| SEA LEVEL TIME SERIES FORECASTING BY USING LSTM WITH ATTENTION MECHANISM, A CASE STUDY IN JAKARTA, INDONESIA | DIDIT ADYTIA | INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ITS APPLICATIONS (ICODSA) 2024 | |
| GRAPEVINE LEAVES CLASSIFICATION USING VARIOUS CNN MODEL | MAHMUD DWI SULISTIYO | ICITACEE 2024 | |
| PUBLIC TRANSPORTATION ONTOLOGY-BASED QUESTION ANSWERING SYSTEM IN BANDUNG CITY USING NAIVE BAYES VIA TELEGRAM BOT | SHAUFIAH INDRA LUKMANA SARDI | ICODSA 2024 | |
| AGE PREDICTION BASED ON USER FACES USING CONVOLUTIONAL NEURAL NETWORK METHODS FOR CONTENT RESTRICTIONS ON APPLICATION PLATFORMS | TJOKORDA AGUNG BUDI WIRAYUDA | THE 7 TH INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ITS APPLICATIONS 2024 | |
| PREDICTION OF STUDENT WORK READINESS USING RECURRENT NEURAL NETWORK | KEMAS MUSLIM LHAKSMANA | ICODSA | |
| ANOMALY DETECTION USING LSTM-BASED DEEP LEARNING ON NATURAL GAS PIPELINE OPERATIONAL DATA | ADITYA FIRMAN IHSAN WIDI ASTUTI | 2024 12TH INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGY (ICOICT) | |
| KOMODO MLIPIR ALGORITHM FOR OPTIMIZING HYPERPARAMETERS OF A CONVOLUTIONAL NEURAL NETWORK | SUYANTO | INTERNATIONAL CONFERENCE ON COMPUTING AND ARTIFICIAL INTELLIGENCE | |
| IMPLEMENTATION OF THE K-NEAREST NEIGHBOR ALGORITHM FOR FORECASTING THE OPERATIONAL CONDITIONS OF NATURAL GAS PIPELINE TRANSMISSION NETWORKS | HASMAWATI ADITYA FIRMAN IHSAN | 2024 INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ITS APPLICATIONS (ICODSA) | |
| PATTERNED FABRIC DEFECT DETECTION BASED ON SEPARATE CONVOLUTIONAL UNET | TJOKORDA AGUNG BUDI WIRAYUDA FEBRYANTI STHEVANIE | THE 7 TH INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ITS APPLICATIONS 2024 | |
| HYBRID DEEP LEARNING CNN AND BILSTM WITH FASTTEXT AS FEATURE EXPANSION FOR SENTIMENT ANALYSIS IN PRESIDENT ELECTION 2024 | ERWIN BUDI SETIAWAN | INTERNATIONAL CONFERENCE ON COMMUNICATIONS, NETWORKS, AND SATELLITE (COMNETSAT) 2024 | |
| EXPLORATORY DATA ANALYSIS APPROACH TO PREDICT REVENUE BASED ON FINANCIAL STATEMENT DATA USING LINEAR REGRESSION AND K NEAREST NEIGHBOR MODELS | DENI SAEPUDIN | THE 2024 8TH INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY, INFORMATION SYSTEMS AND ELECTRICAL ENGINEERING (ICITISEE) | |
| SUPPORT VECTOR MACHINE-BASED CLASSIFICATION OF TODDLER STUNTING IN BANDARHARJO | PUTU HARRY GUNAWAN | COMNETSAT 2024 | |
| FINGERPRINT-BASED SIDE EFFECT PREDICTION USING ARTIFICIAL NEURAL NETWORK OPTIMIZED BY BAT ALGORITHM: CASE STUDY METABOLISM AND NUTRITION DISORDERS | ISMAN KURNIAWAN JONDRI | ICODSA 2024 | |
| DETERMINING OPTIMAL PARAMETERS AND PERFORMANCE OF SPREAD COVID-19 IN BEKASI CITY USING SIR MODEL AND RK4 METHOD | PUTU HARRY GUNAWAN | ICICOS 2024 | |
| IMPLEMENTATION OF OPTIMIZED LONG SHORT-TERM MEMORY WITH GREY WOLF OPTIMIZER FOR HUMAN ORAL BIOAVAILABILITY | ISMAN KURNIAWAN JONDRI | ICODSA 2024 | |
| REFERENCE-BASED HUMAN HEIGHT ESTIMATION | RIMBA WHIDIANA CIPTASARI ANIQ ATIQI ROHMAWATI | 11TH INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING, COMPUTER SCIENCE AND INFORMATICS (EECSI 2024) | |
| TRANSFORMING INDONESIAN GEOGRAPHY EDUCATION BOOKS INTO KNOWLEDGE GRAPHS USING CHATGPT LLMS | KEMAS RAHMAT SALEH WIHARJA | INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGY (ICOICT 2024) | |
| ELECTIVE COURSE RECOMMENDATIONS SYSTEM USING RECURRENT NEURAL NETWORK | ADE ROMADHONY | THE INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ITS APPLICATIONS (ICODSA) 2024 | |
| PERFORMANCE OF TIME-BASED FEATURE EXPANSION CLASSIFICATION METHOD FOR PREDICTING DISEASE SPREAD | SRI SURYANI PRASETYOWATI YULIANT SIBARONI | ICOSEIT 2024 | |
| TOWARDS AN END-TO-END DETECTION FOR TRAFFIC ACCIDENTS FROM CCTV FOOTAGE | EMA RACHMAWATI EDWARD FERDIAN | 2024 10TH INTERNATIONAL CONFERENCE ON COMPUTING AND ARTIFICIAL INTELLIGENCE (ICCAI 2024) | |
| IMPLEMENTATION OF THE RUNGE-KUTTA METHOD AND SIR MODEL TO UNDERSTAND COVID-19 SPREAD IN PADANG CITY | PUTU HARRY GUNAWAN | ICOICT 2024 | |
| CONVOLUTIONAL NEURAL NETWORK (CNN) WITH BAT ALGORITHM OPTIMIZATION AND WORD2VEC FEATURE EXPANSION FOR INFORMATION CREDIBILITY DETECTION ON SOCIAL MEDIA X | ERWIN BUDI SETIAWAN | INTERNATIONAL CONFERENCE ON COMMUNICATIONS, NETWORKS, AND SATELLITE (COMNETSAT) 2024 | |
| PERFORMANCE ANALYSIS OF K-NEAREST NEIGHBOR AND SUPPORT VECTOR MACHINE IN ANOMALY DETECTION IN OIL AND GAS PIPELINES | WIDI ASTUTI ADITYA FIRMAN IHSAN | 2024 INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ITS APPLICATIONS (ICODSA) | |
| IMPLEMENTATION OF SIMULATED ANNEALING-ENSEMBLE METHOD IN TOXICITY PREDICTION: CASE STUDY OF NRAHR TOXICITY TYPE | ISMAN KURNIAWAN WIDI ASTUTI | ICODSA 2024 | |
| OPTIMIZING MULTILAYER PERCEPTRON USING GENETIC ALGORITHM FOR GLIOMA CLASSIFICATION | SITI SA’ADAH ISMAN KURNIAWAN | IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS, NETWORKS, AND SATELLITE (COMNETSAT) 2024 | |
| PREDICTION OF FRUIT FRESHNESS LEVEL USING CONVOLUTIONAL NEURAL NETWORK | TJOKORDA AGUNG BUDI WIRAYUDA BEDY PURNAMA | ICOICT 2024 | |
| DEFECT DETECTION IN ARABICA GREEN COFFEE BEANS BASED ON GRADE QUALITY | EMA RACHMAWATI EDWARD FERDIAN | 2024 10TH INTERNATIONAL CONFERENCE ON COMPUTING AND ARTIFICIAL INTELLIGENCE (ICCAI 2024) | |
| ITRANSFORMER APPLICATION IN SEA LEVEL FORECASTING: CASE STUDY OF BALI | DIDIT ADYTIA | THE INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE, BLOCKCHAIN, CLOUD COMPUTING, AND DATA ANALYTICS 2024 (ICOABCD 2024) | |
| GRADIENT BOOSTING, ADABOOST, AND LIGHTGBM FOR EMOTION RECOGNITION: A COMPARATIVE ANALYSIS ON WEARABLE SENSOR DATA | RIFKI WIJAYA GIA SEPTIANA WULANDARI | 2024 12TH INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGY (ICOICT) | |
| SENTIMENT ANALYSIS OF LIVIN BY MANDIRI APPLICATION REVIEWS USING WORD2VEC FEATURE EXTRACTION AND KNN METHOD | BUNYAMIN MAHENDRA DWIFEBRI PURBOLAKSONO | THE INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ITS APPLICATIONS | |
| APPLICATION OF GRAPH NEURAL NETWORKS TO PREDICT DRUG-DRUG INTERACTIONS ON WARFARIN BASED ON MOLECULAR PROPERTIES AND MOLECULAR MECHANISMS | KEMAS RAHMAT SALEH WIHARJA ISMAN KURNIAWAN | INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ITS APPLICATIONS (ICODSA) 2024 | |
| EFFECTIVENESS OF DEEP LEARNING METHODS CNN – BI-LSTM AND GLOVE IN SENTIMENT ANALYSIS OF MYTELKOMSEL APPLICATION REVIEWS | YULIANT SIBARONI SRI SURYANI PRASETYOWATI | ICODSA 2024 | |
| INFORMATION CREDIBILITY DETECTION ON SOCIAL MEDIA X USING BI-GRU WITH GLOVE AND FIREFLY ALGORITHM | ERWIN BUDI SETIAWAN | INTERNATIONAL CONFERENCE ON COMMUNICATIONS, NETWORKS, AND SATELLITE (COMNETSAT) 2024 | |
| YOLOV9: ADVANCING AUTOMATED BRAIN TUMOR DETECTION IN MRI SCANS | BEDY PURNAMA | THE 12TH INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGY (ICOICT 2024) | |
| PERFORMANCE ANALYSIS OF CHATGPT FOR INDONESIAN ABSTRACTIVE TEXT SUMMARIZATION | SUYANTO | 25TH INTERNATIONAL SEMINAR ON INTELLIGENT TECHNOLOGY AND ITS APPLICATIONS | |
| QUESTION TEMPLATE EXTRACTION USING SEQUENCE LABELING APPROACH | ADE ROMADHONY | THE INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ITS APPLICATIONS (ICODSA) 2024 | |
| ENHANCING PARKINSON’S DETECTION THROUGH ENSEMBLE METHOD INTEGRATION WITH MICROARRAY ANALYSIS | ISMAN KURNIAWAN FHIRA NHITA | INTERNATIONAL CONFERENCE ON SMART COMPUTING, IOT AND MACHINE LEARNING SIML 2024 | |
| WAITING PERIOD PREDICTION OF TELKOM UNIVERSITY STUDENT ALUMNI USING K-NEAREST NEIGHBOR AND NA????VE BAYES | PUTU HARRY GUNAWAN ANIQ ATIQI ROHMAWATI | ICODSA 2024 | |
| ASPECT-BASED SENTIMENT ANALYSIS OF BEAUTY PRODUCT REVIEWS ON FEMALE DAILY WEBSITE USING SUPPORT VECTOR MACHINE AND WORD2VEC | MAHENDRA DWIFEBRI PURBOLAKSONO WIDI ASTUTI | ICODSA 2024 | |
| CLASSIFICATION OF FAKE NEWS ON SOCIAL MEDIA USING BERT | KEMAS MUSLIM LHAKSMANA | ICODSA | |
| IMPROVING FEATURE EXTRACTION FOR SENTIMENT ANALYSIS ON INDONESIAN ELECTION 2024 USING TERM WEIGHTING WITH FASTTEX | YULIANT SIBARONI | ICODSA 2024 | |
| PROCESS MINING ON CUSTOMER COMPLAINT ANALYSIS USING INDUCTIVE MINER AND K-MEANS CLUSTERING | ANGELINA PRIMA KURNIATI | COMNETSAT 2024 | |
| BINARY KOMODO MLIPIR ALGORITHM FOR FEATURE SELECTION | SUYANTO | ICOABCD | |
| QUESTION CLASSIFICATION USING GRAPH CONVOLUTIONAL NETWORK | HASMAWATI SAID AL FARABY | 2024 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATION, NETWORKS AND SATELLITE (COMNETSAT) | |
| ADAM AND ADAMW OPTIMIZATION ALGORITHM APPLICATION ON BERT MODEL FOR HATE SPEECH DETECTION ON TWITTER | ERWIN BUDI SETIAWAN | INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ITS APPLICATIONS (ICODSA) | |
| CAFE RECOMMENDATION USING MULTI-CRITERIA-BASED DEEP MATRIX FACTORIZATION | Z. K. ABDURAHMAN BAIZAL | THE INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE, BLOCKCHAIN, CLOUD COMPUTING, AND DATA ANALYTICS 2024 (ICOABCD 2024) | |
| SIMULATION OF COVID-19 SPREAD IN JAKARTA USING FOURTH-ORDER RUNGE-KUTTA IN SIR MODEL | PUTU HARRY GUNAWAN ANIQ ATIQI ROHMAWATI | ICODSA 2024 | |
| ANOMALY DETECTION IN GAS PIPES WITH AN ENSEMBLE LEARNING APPROACH: COMBINATION OF RANDOM FOREST AND GBOOST | WIDI ASTUTI ADITYA FIRMAN IHSAN | ICICYTA 2024 | |
| SEMANTIC SEGMENTATION FOR FRUIT FRESHNESS IDENTIFICATION USING U-NET | MAHMUD DWI SULISTIYO EMA RACHMAWATI SUGONDO HADIYOSO | ICOICT 2024 | |
| PREDICTING STUNTING IN TODDLERS USING KNN AND NAIVE BAYES METHODS | PUTU HARRY GUNAWAN | ICODSA 2024 | |
| RICE-LE: OPTIMIZED LENET-5 ARCHITECTURE FOR RICE VARIETY CLASSIFICATION | EMA RACHMAWATI TJOKORDA AGUNG BUDI WIRAYUDA | ICOICT 2024 | |
| IN SILICO-BASED TOXICITY PREDICITION USING CAMEL ALGORITHM-SUPPORT VECTOR MACHINE: CASE STUDY NR-AHR TOXICITY TYPE | ISMAN KURNIAWAN WIDI ASTUTI | ICODSA 2024 | |
| REAL-TIME GUITAR CHORD RECOGNITION USING KEYPOINT DETECTION AND NEURAL NETWORK-BASED INTER-KEYPOINT DISTANCE CLASSIFIER | MAHMUD DWI SULISTIYO FEBRYANTI STHEVANIE GIA SEPTIANA WULANDARI DENY HARYADI | ICODSA 2024 | |
| EXPLOITING CONVEX HULL IN PERSPECTIVE RECTIFICATION OF REFLECTED AND TILTED LICENSE PLATE | RIMBA WHIDIANA CIPTASARI GAMMA KOSALA | THE 12TH INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGY | |
| MACHINE LEARNING CLASSIFICATION ANALYSIS FOR PROACTIVE PREVENTION OF CHILD STUNTING IN BOJONGSOANG: A COMPARATIVE STUDY | PUTU HARRY GUNAWAN | ICODSA 2024 | |
| METICULOUS ACQUISITION SYSTEM FOR TRACKING USER???S NATURAL KINETICS (MAS TUNK): AN APPROACH IN EYE TRACKING DATASET COLLECTION FOR NEURAL NETWORK TRAINING | MUHAMMAD ARIEF NUGROHO MAMAN ABDUROHMAN BAYU ERFIANTO MAHMUD DWI SULISTIYO | 2024 ACM SYMPOSIUM ON EYE TRACKING RESEARCH & APPLICATIONS (ETRA) – EDUEYE 2024 | |
| EXTENDED ISOLATION FOREST APPLICATION ON NATURAL GAS OPERATIONAL DATA FOR ANOMALY DETECTION | ADITYA FIRMAN IHSAN WIDI ASTUTI | ICODSA 2024 | |
| IMPLEMENTATION OF HYBRID BAT ALGORITHM-ENSEMBLE ON HUMAN ORAL BIOAVAILABILITY PREDICTION OF DRUG CANDIDATE | ISMAN KURNIAWAN HASMAWATI | 2024 ASU INTERNATIONAL CONFERENCE IN EMERGING TECHNOLOGIES FOR SUSTAINABILITY AND INTELLIGENT SYSTEMS (ICETSIS) | |
| QUESTION CLASSIFICATION USING GRAPH ATTENTION NETWORK | HASMAWATI SAID AL FARABY | ICODSA 2024 | |
| TELKOM UNIV WAITING TIME ANALYSIS: SVM VS. LOGISTIC REGRESSION WITH TRACER STUDY DATA OF 2022 | PUTU HARRY GUNAWAN PUTU HARRY GUNAWAN INDWIARTI | ICOSEIT 2024 | |
| EXPLORING RELU ACTIVATION FUNCTIONS IN CNN FOR HANDWRITTEN SUNDANESE SCRIPT RECOGNITION | MAHMUD DWI SULISTIYO ADITYA FIRMAN IHSAN PRASTI EKO YUNANTO DONNI RICHASDY | ICODSA 2024 | |
| AUTOMATIC TRAVELING ITENERARY RECOMENDATION USING CONTEXT AWARE GENETIC ALGORITHM | Z. K. ABDURAHMAN BAIZAL | COMMUNICATION, NETWORKS, AND SATELLITE (COMNETSAT) 2024 | |
| RATING PREDICTION FROM USER FEEDBACK REVIEWS USING BERT-RS | Z. K. ABDURAHMAN BAIZAL | 9TH INTERNATIONAL CONFERENCE FOR CONVERGENCE IN TECHNOLOGY (I2CT) | |
| PREDICTION OF TUBERCULOSIS ON HIV PATIENTS BASED ON GENE EXPRESSION DATA USING GREY WOLF OPTIMIZATION-SUPPORT VECTOR MACHINE | ISMAN KURNIAWAN HASMAWATI | 2024 ASU INTERNATIONAL CONFERENCE IN EMERGING TECHNOLOGIES FOR SUSTAINABILITY AND INTELLIGENT SYSTEMS (ICETSIS) | |
| FASHION PARSING AND IDENTIFICATION FOR E-COMMERCE USING SEMANTIC SEGMENTATION | MAHMUD DWI SULISTIYO EMA RACHMAWATI SUGONDO HADIYOSO | ICOICT 2024 | |
| GATED RECURRENT UNIT (GRU) FOR INFORMATION CREDIBILITY DETECTION ON SOCIAL MEDIA X WITH GLOVE FEATURE EXPANSION AND ARTIFICIAL BEE COLONY (ABC) OPTIMIZATION | ERWIN BUDI SETIAWAN | INTERNATIONAL CONFERENCE ON COMMUNICATIONS, NETWORKS, AND SATELLITE (COMNETSAT) 2024 | |
| IMPLEMENTATION OF PSO-SVM ON GENE EXPRESSION DATA FOR LUNG CANCER IDENTIFICATION IN SMOKER PERSON | ISMAN KURNIAWAN FHIRA NHITA | INTERNATIONAL CONFERENCE ON SMART COMPUTING, IOT AND MACHINE LEARNING SIML 2024 | |
| STUNTING CLASSIFICATION ANALYSIS FOR TODDLERS IN BOJONGSOANG: A DATA-DRIVEN APPROACH | PUTU HARRY GUNAWAN | ICOSEIT 2024 | |
| COMPARATIVE ANALYSIS OF ARIMA-BASED MODELS FOR FORECASTING PRESSURE IN NATURAL GAS PIPELINES | ADITYA FIRMAN IHSAN HASMAWATI | 2024 INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ITS APPLICATIONS (ICODSA) | |
| STARTUPS: USING DIGITAL TECHNOLOGY WITH FINANCIAL INNOVATION TO IMPROVE FINANCIAL LEARNING FOR STUDENT ENTREPRENEURSHIP | ALDILLA IRADIANTY ANISAH FIRLI ADE ROMADHONY DONNI RICHASDY | 6TH ASIAN CONFERENCE ON BUSINESS AND ECONOMIC STUDIES | |
| INVESTIGATING SUPPORT VECTOR MACHINE FOR GENDER IDENTIFICATION | DONNI RICHASDY MAHMUD DWI SULISTIYO | ICOICT 2024 – THE 12TH INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGY | |
| DETECTION AND CLASSIFICATION OF HATE SPEECH ON TWITTER USING CONVOLUTIONAL NEURAL NETWORK (CNN) | ERWIN BUDI SETIAWAN | INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ITS APPLICATIONS (ICODSA) | |
| VISUAL DETECTION OF MARINE DEBRIS USING RTMDET | GAMMA KOSALA FEBRYANTI STHEVANIE | THE 7TH INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ITS APPLICATIONS | |
| RECOMMENDATIONS FOR CULINARY PLACES IN YOGYAKARTA USING MATRIX FACTORIZATION AND STOCHASTIC GRADIENT DESCENT | Z. K. ABDURAHMAN BAIZAL | COMMUNICATION, NETWORKS, AND SATELLITE (COMNETSAT) 2024 | |
| TOPIC CLASSIFICATION OF ARABIC TEXT USING MAJORITY VOTING | KEMAS MUSLIM LHAKSMANA | AIMS | |
| HEART RATE MEASURING SYSTEM USING ACCELEROMETER AND GYROSCOPE SENSOR ON ANDROID SMARTPHONE | ACHMAD RIZAL RIFKI WIJAYA | THE 2024 4TH INTERNATIONAL CONFERENCE OF SCIENCE AND INFORMATION TECHNOLOGY IN SMART ADMINISTRATION (ICSINTESA) – 2024 | |
| IMPLEMENTATION OF CAMEL ALGORITHM-ENSEMBLE METHOD FOR TUBERCULOSIS DETECTION ON HIV PATIENTS BASED ON GENE EXPRESSION DATA | ISMAN KURNIAWAN HASMAWATI | 2024 ASU INTERNATIONAL CONFERENCE IN EMERGING TECHNOLOGIES FOR SUSTAINABILITY AND INTELLIGENT SYSTEMS (ICETSIS) | |
| THE EFFECTIVENESS OF THE ENSEMBLE NAIVE BAYES IN ANALYZING REVIEW SENTIMENT OF THE LAZADA APPLICATION ON GOOGLE PLAY | YULIANT SIBARONI SRI SURYANI PRASETYOWATI | INTERNATIONAL CONFERENCE IN EMERGING TECHNOLOGIES FOR SUSTAINABILITY AND INTELLIGENT SYSTEMS (ICETSIS) | |
| ANALYSIS AND SIMULATION OF VEHICLE VELOCITY-DENSITY FUNCTION ON BOJONGSOANG HIGHWAY | PUTU HARRY GUNAWAN | ICECOS 2024 | |
| MODELING AND SIMULATION OF TRAFFIC FLOW WITH OBSTACLE USING SECOND-ORDER POLYNOMIAL REGRESSION AND LAX-WENDROFF ON BOJONGSOANG | PUTU HARRY GUNAWAN | ICECOS 2024 | |
| CLASSIFYING STUNTING STATUS IN TODDLERS USING K-NEAREST NEIGHBOR AND LOGISTIC REGRESSION ANALYSIS | PUTU HARRY GUNAWAN INDWIARTI | ICODSA | |
| REDUCING EYE-TRACKING MODEL SIZE FOR WEB APPLICATIONS WITH PRUNING METHODS | MUHAMMAD ARIEF NUGROHO MAMAN ABDUROHMAN BAYU ERFIANTO MAHMUD DWI SULISTIYO | THE 12TH INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGY (ICOICT 2024) | |
| PARAMETER OPTIMIZATION FOR LONG SHORT-TERM MEMORY (LSTM) AND BI-LSTM IN NETFLIX RECOMMENDATION SYSTEM | ERWIN BUDI SETIAWAN | INTERNATIONAL CONFERENCE ON INTELLIGENT CYBERNETICS TECHNOLOGY & APPLICATIONS (ICICYTA) | |
| ENHANCING SVM PERFORMANCE FOR TIME-BASED CLASSIFICATION PREDICTION THROUGH FEATURE EXPANSION: A COMPARATIVE ANALYSIS WITH LSTM | SRI SURYANI PRASETYOWATI YULIANT SIBARONI | ICOICT 2024 | |
| A COMPARATIVE ANALYSIS OF CNN AND VISION TRANSFORMER MODELS FOR SMOKER IDENTIFICATION | MAHMUD DWI SULISTIYO ADITYA FIRMAN IHSAN | 2024 12TH INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGY (ICOICT) | |
| EARLY DETECTION OF HEART DISEASE WITH GRAPH NEURAL NETWORK | KEMAS RAHMAT SALEH WIHARJA HASMAWATI | THE 2024 12TH INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGY (ICOICT) | |
| TRASH DETECTION IN SURFACE WATERS USING YOLOV8 | MAHMUD DWI SULISTIYO | ICITACEE 2024 | |
| YOLO-BASED VEHICLE PLATE NUMBER RECOGNITION WITH UNCONSTRAINED CONDITIONS | TJOKORDA AGUNG BUDI WIRAYUDA | THE 7 TH INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ITS APPLICATIONS 2024 | |
| MODEL AND SIMULATION OF VEHICLE VELOCITY-DENSITY WITH OBSTACLES USING MULTIPLE LINEAR REGRESSION | PUTU HARRY GUNAWAN | ICECOS 2024 | |
| CLASSIFICATION OF STUNTING IN TODDLERS FROM BANDARHARJO USING K-NEAREST NEIGHBORS AND RANDOM FOREST ALGORITHMS | PUTU HARRY GUNAWAN | COMNETSAT 2024 | |
| TOURISM DESTINATION RECOMMENDATION SYSTEM ON SOCIAL MEDIA X (TWITTER) WITH CONTENT-BASED FILTERING (CBF) AND GATED RECURRENT UNIT (GRU) APPROACH | ERWIN BUDI SETIAWAN | INTERNATIONAL CONFERENCE ON COMMUNICATIONS, NETWORKS, AND SATELLITE (COMNETSAT) 2024 | |
| INFLATION FORECAST IN DEVELOPING COUNTRIES POST PANDEMIC USING NN, SVM, RNN LSTM APPROACHES | PRASTI EKO YUNANTO SITI SA’ADAH | THE 7TH INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ITS APPLICATIONS (ICODSA) 2024 | |
| ANOMALY DETECTION ON NATURAL GAS PIPELINE OPERATIONAL DATA USING GRU METHOD | ADITYA FIRMAN IHSAN HASMAWATI | ICODSA 2024 | |
| IMPROVING GERMAN TRAFFIC SIGNS CLASSIFICATION USING DEEP CONVOLUTIONAL NEURAL NETWORKS | MAHMUD DWI SULISTIYO | ICOICT 2024 | |
| CULINARY RECOMMENDER SYSTEM IN YOGYAKARTA USING ALTERNATING LEAST SQUARES COLLABORATIVE FILTERING METHOD | Z. K. ABDURAHMAN BAIZAL | THE INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE, BLOCKCHAIN, CLOUD COMPUTING, AND DATA ANALYTICS 2024 (ICOABCD 2024) | |
| DEVELOPMENT OF AN EMOTION DETECTION SYSTEM BASED ON HEARTRATE USING SUPPORT VECTOR MACHINE (SVM) | RIFKI WIJAYA GAMMA KOSALA | THE 12TH INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGY | |
| AN IMPROVED JELLYFISH IMAGE CLASSIFICATION USING THE EFFICIENTNETB3-ARCHITECTURED DCNN | MAHMUD DWI SULISTIYO | ICOICT 2024 | |
| IMPROVING TUBERCULOSIS DIAGNOSIS IN HIV-POSITIVE INDIVIDUALS: MICROARRAY DATA WITH PCA-SVM METHOD | ISMAN KURNIAWAN FHIRA NHITA | INTERNATIONAL CONFERENCE ON SMART COMPUTING, IOT AND MACHINE LEARNING SIML 2024 | |
| CRYPTOCURRENCY RECOMMENDATION SYSTEM BASED ON INVESTOR PREFERENCES USING KNOWLEDGE GRAPH CONVOLUTIONAL NETWORK | KEMAS RAHMAT SALEH WIHARJA | INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGY (ICOICT 2024) | |
| TOURIST ROUTE RECOMMENDER SYSTEM USING WHALE OPTIMIZATION ALGORITHM (A CASE STUDY OF YOGYAKARTA) | Z. K. ABDURAHMAN BAIZAL | 2ND INTERNATIONAL CONFERENCE ON TECHNOLOGY INNOVATION AND ITS APPLICATIONS (ICTIIA) | |
| FOOD TYPE DETECTION USING THE CONVOLUTIONAL NEURAL NETWORK METHOD FOR CALORIE COUNTER APPLICATIONS | TJOKORDA AGUNG BUDI WIRAYUDA | THE 7 TH INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ITS APPLICATIONS 2024 | |
| ANALYZING SWEEP INTEGRATION IN GITHUB FOR AI-AUGMENTED ISSUE RESOLUTION | DANA SULISTIYO KUSUMO DONNI RICHASDY | 2024 12TH INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGY (ICOICT) | |
| DETECTION OF HATE-SPEECH TEXT ON INDONESIAN TWITTER SOCIAL MEDIA USING INDOBERTWEET-BILSTM-CNN | YULIANT SIBARONI SRI SURYANI PRASETYOWATI | INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGY | |
| OPTIMIZING CNN HYPERPARAMETERS FOR ACCURATE BRAIN COMPUTED TOMOGRAPHY IMAGE CLASSIFICATION | MAHMUD DWI SULISTIYO PRASTI EKO YUNANTO | INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGY | |
| FIREFLY ALGORITHM UNDER-SAMPLING (FAUS) IN HANDLING IMBALANCE DATA ON DRUG TARGET INTERACTION PREDICTION | ISMAN KURNIAWAN | INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATIONS TECHNOLOGY (ICOICT) | |
| TWEET-BASED DEPRESSION DETECTION USING BERT OPTIMIZED BY GREY WOLF OPTIMIZATION | ISMAN KURNIAWAN | INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING AND COMPUTER SCIENCE (ICECOS) | |
| IMPLEMENTATION OF CUCKOO SEARCH-SUPPORT VECTOR MACHINE METHOD IN DETECTING ULCERATIVE COLITIS BASED ON GENE EXPRESSION DATA | ISMAN KURNIAWAN | INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE, BLOCKCHAIN, CLOUD COMPUTING, AND DATA ANALYTICS (ICOABCD) | |
| PREDICTIVE MODELING OF BLOOD-BRAIN BARRIER PENETRATION USING ANN OPTIMIZED BY SINE COSINE ALGORITHM | ISMAN KURNIAWAN | INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE, BLOCKCHAIN, CLOUD COMPUTING, AND DATA ANALYTICS (ICOABCD) | |
| IMPLEMENTATION OF GRAVITATIONAL SEARCH ALGORITHMSUPPORT VECTOR MACHINE IN PREDICTION BIOACTIVITY OF PLK1 INHIBITOR AS ANTI-CANCER AGENT | ISMAN KURNIAWAN | INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE, BLOCKCHAIN, CLOUD COMPUTING, AND DATA ANALYTICS (ICOABCD) | |
| PREDICTING BLOOD-BRAIN BARRIER PENETRATION OF DRUG CANDIDATES USING A CUCKOO SEARCH-ENSEMBLE METHOD | ISMAN KURNIAWAN | INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING AND COMPUTER SCIENCE (ICECOS) | |
| IMPLEMENTATION OF ANN OPTIMIZED BY SIMULATED ANNEALING IN PREDICTING SIDE EFFECT: CASE STUDY EYE DISORDERS | ISMAN KURNIAWAN | INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING AND COMPUTER SCIENCE (ICECOS) | |
| ANT COLONY BASED SEQUENTIAL HYBRID SAMPLING METHOD TO HANDLING IMBALANCED DATA PROBLEM IN DRUG TARGET INTERACTION PREDICTION | ISMAN KURNIAWAN | INTERNATIONAL CONFERENCE OF COMPUTER AND INFORMATICS ENGINEERING (IC2IE) | |
| DRUG SIDE EFFECT PREDICTION USING GRAVITATIONAL SEARCH ALGORITHM – SUPPORT VECTOR MACHINE: CASE STUDY OF EYE DISORDERS | ISMAN KURNIAWAN | INTERNATIONAL CONFERENCE ON COMPUTER, CONTROL, INFORMATICS AND ITS APPLICATIONS (IC3INA) | |
| PREDICTING BIOACTIVITY OF PLK1 INHIBITOR AS ANTICANCER AGENT USING MULTILAYER PERCEPTRON OPTIMIZED BY SIMULATED ANNEALING | ISMAN KURNIAWAN | INTERNATIONAL CONFERENCE ON COMPUTER, CONTROL, INFORMATICS AND ITS APPLICATIONS (IC3INA) | |
| IMPLEMENTATION OF VISION TRANSFORMER METHOD IN DETECTING BRAIN TUMOR BASED ON MEDICAL IMAGE | ISMAN KURNIAWAN | INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY, INFORMATION SYSTEM AND ELECTRICAL ENGINEERING (ICITISEE) | |
| IMPLEMENTATION OF TEMPORAL FUSION TRANSFORMER OPTIMIZED BY GREY WOLF OPTIMIZER IN PREDICTING RICE PRICE IN BANDUNG REGENCY | ISMAN KURNIAWAN SURYO ADHI WIBOWO | INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY, INFORMATION SYSTEM AND ELECTRICAL ENGINEERING (ICITISEE) | |
| PREDICTIVE MODEL OF PLK1 INHIBITOR BIOACTIVITY AS ANTI-CANCER BY USING CUCKOO SEARCH-ENSEMBLE METHOD | ISMAN KURNIAWAN | INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY, INFORMATION SYSTEM AND ELECTRICAL ENGINEERING (ICITISEE) | |
| EVALUATING TRANSFER LEARNING WITH EFFICIENTNETB0 FOR SMOKING IMAGE CLASSIFICATION | MAHMUD DWI SULISTIYO | INTERNATIONAL CONFERENCE ON INNOVATION AND INTELLIGENCE FOR INFORMATICS, COMPUTING,AND TECHNOLOGIES (3ICT) | |
| PREDICTING TODDLER STUNTING AT BANDARHARJO HEALTH CENTER: APPLICATIONS OF K-NEAREST NEIGHBORS AND NAIVE BAYES ALGORITHMS | PUTU HARRY GUNAWAN | INTERNATIONAL CONFERENCE ON ELECTRICAL, TELECOMMUNICATION, AND COMPUTER ENGINEERING (ELTICOM) | |
| PREDICTION OF PM2.5 AND CO2 CONCENTRATIONS USING THE PCA-LIGHTGBM METHOD IN BANDUNG, INDONESIA | INDRA CHANDRA ADE ROMADHONY | ENGINEERING AND SCIENCES – INTERNATIONAL CONFERENCE (ESIC) | |
| PEDIATRIC PNEUMONIA DETECTION IN CHEST X-RAY IMAGES USING CONVOLUTIONAL NEURAL NETWORK | WIDI ASTUTI ADIWIJAYA ADITYA FIRMAN IHSAN | INTERNATIONAL CONFERENCE ON INFORMATICS AND COMPUTING (ICIC) | |
| ANALYSIS COMPARISON OF HARD AND SOFT VOTING ENSEMBLE MODEL FOR SENTIMENT ANALYSIS ON IMDB MOVIE REVIEWS | NUR GHANIAVIYANTO RAMADHAN GITA FADILA FITRIANA | INTERNATIONAL CONFERENCE ON INFORMATICS AND COMPUTING (ICIC) | |
| ENHANCING INDONESIAN ABUSIVE LANGUAGE DETECTION ON IMBALANCED NEWS COMMENT DATASET USING SUPPORT VECTOR MACHINE WITH OVERSAMPLING | ANGELINA PRIMA KURNIATI | INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY RESEARCH AND INNOVATION (ICITRI) | |
| AUTOMATIC KNOWLEDGE ACQUISITION SYSTEM WITH LARGE LANGUAGE MODEL IN ACADEMIC DOMAIN | KEMAS RAHMAT SALEH WIHARJA DADE NURJANAH | THE MULTI-DISCIPLINARY INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE (MIWAI) | |
| CENTRALITY-BASED MULTILABEL NEURAL NETWORKS CLASSIFICATION OF QUR’AN VERSE TOPICS | KEMAS MUSLIM LHAKSMANA MOCH. ARIF BIJAKSANA | INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ITS APPLICATIONS (ICODSA) | |
| PREDICTION OF STUDENTS JOB READINESS USING MLP AND XGBOOST METHOD | KEMAS MUSLIM LHAKSMANA | INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ITS APPLICATIONS (ICODSA) | |
| IDENTIFYING LANGUAGE ANXIETY AMONG FOREIGN LANGUAGE LEARNERS USING GRU | KEMAS MUSLIM LHAKSMANA MOCH. ARIF BIJAKSANA | Esa Prakasa (BRIN) | INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE, BLOCKCHAIN, CLOUD COMPUTING, AND DATA ANALYTICS (ICOABCD) |
| IDENTIFYING DIFFICULT QURAN VERSES USING SVM, LSTM, AND CNN | KEMAS MUSLIM LHAKSMANA | INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE, BLOCKCHAIN, CLOUD COMPUTING, AND DATA ANALYTICS (ICOABCD) | |
| CLASSIFICATION OF HADITH QUALITY BASED ON MATAN USING LSTM | KEMAS MUSLIM LHAKSMANA | INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE, BLOCKCHAIN, CLOUD COMPUTING, AND DATA ANALYTICS (ICOABCD) | |
| CLASSIFICATION OF HADITH USING BERT-BILSTM AND BERT-BIGRU | KEMAS MUSLIM LHAKSMANA | INTERNATIONAL CONFERENCE ON COMMUNICATION, NETWORKS AND SATELLITE (COMNETSAT) | |
| TRENDS IN RESEARCH AND ARTIFICIAL INTELLIGENCE METHODS FOR STEGANALYSIS – A SYSTEMATIC LITERATURE REVIEW (SLR) | SYIFA NURGAIDA YUTIA SASMI HIDAYATUL YULIANING TYAS DENY HARYADI | INTERNATIONAL CONFERENCE ON ICT FOR SMART SOCIETY (ICISS) | |
| SECURITY REQUIREMENTS FOR E-TENDERING: A SYSTEMATIC LITERATURE REVIEW | SYIFA NURGAIDA YUTIA SASMI HIDAYATUL YULIANING TYAS DENY HARYADI RANA ZAINI FATHIYANA | INTERNATIONAL CONFERENCE ON ICT FOR SMART SOCIETY (ICISS) | |
| DEVELOPMENT OF E-PROCUREMENT DATASETS BASED ON E-KATALOG 5.0 SERVICES IN INDONESIA | Z. K. ABDURAHMAN BAIZAL SONI FAJAR SURYA GUMILANG ADIWIJAYA AGUNG TOTO WIBOWO | INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATIONS TECHNOLOGY (ICOICT) | |
| PREDICTION OF CARDIOVASCULAR DISEASE (CVD) IN THE UPCOMING YEAR USING TREE-BASED ENSEMBLE MODEL | NUR GHANIAVIYANTO RAMADHAN ADIWIJAYA WARIH MAHARANI ALFIAN AKBAR GOZALI | INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATIONS TECHNOLOGY (ICOICT) | |
| PATIENT CLUSTERING TO IMPROVE PROCESS MINING FOR DISEASE TRAJECTORY ANALYSIS USING INDONESIA HEALTH INSURANCE DATASET | ANGELINA PRIMA KURNIATI GEDE AGUNG ARY WISUDIAWAN GUNTUR PRABAWA KUSUMA SITI SA’ADAH | Zulhelmy (Faculty of Ecnomoy and Business, Universitas Islam Riau, Riau, Indonesia) Firdaus Hafidz (Health Policy and Management, Universitas Gadjah Mada, Yogyakarta, Indonesia) Nurul Aida Osman (Department of Computer & Information Sciences, Universiti Teknologi Petronas, Perak, Malaysia) Wan Nur Syahidah Binti Wan (Yusoff Centre for Mathematical Sciences, Universiti Malaysia Pahang, Pahang, Malaysia) | INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND BIG DATA (ICAIBD) |
| IMPROVING SKIN DISEASE CLASSIFICATION WITH EFFICIENTNETB0: A DEEP LEARNING APPROACH TO OVERFITTING CONTROL | RIFKI WIJAYA | INTERNATIONAL CONFERENCE ON INTELLIGENT CYBERNETICS TECHNOLOGY & APPLICATIONS (ICICYTA) | |
| EVALUATION OF MODIFIED INCEPTION-V3 MODEL IN TOMATO FRUIT RIPENESS CLASSIFICATION ON IMAGE | FEBRYANTI STHEVANIE KURNIAWAN NUR RAMADHANI | INTERNATIONAL CONFERENCE ON INTELLIGENT CYBERNETICS TECHNOLOGY & APPLICATIONS (ICICYTA) | |
| CLASSIFICATION OF MANGO PLANT LEAF DISEASES USING OPTIMIZED CONVNEXT | FEBRYANTI STHEVANIE KURNIAWAN NUR RAMADHANI | INTERNATIONAL CONFERENCE ON INTELLIGENT CYBERNETICS TECHNOLOGY & APPLICATIONS (ICICYTA) | |
| ANALYSIS OF STUNTING PREDICTION FOR TODDLERS IN BEKASI REGENCY USING THE K-NEAREST NEIGHBORS AND RANDOM FOREST ALGORITHMS | PUTU HARRY GUNAWAN | INTERNATIONAL CONFERENCE ON INTELLIGENT CYBERNETICS TECHNOLOGY & APPLICATIONS (ICICYTA) | |
| AN INTEGRATED SOFTWARE PROCESS FRAMEWORK TO IMPROVE EFFECTIVENESS AND EXPLAINABILITY IN MACHINE LEARNING SOFTWARE APPLICATION DEVELOPMENT IN THE FINANCE SECTOR | DANANG JUNAEDI SUYANTO MIRA KANIA SABARIAH RIO GUNTUR UTOMO | INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING AND INFORMATION MANAGEMENT (None) | |
| DETECTING MOTORCYCLE CRIME GANGS IN CCTV VIDEO FOOTAGE USING YOLOV9 AND CNN | GAMMA KOSALA RIFKI WIJAYA | INTERNATIONAL CONFERENCE ON INTELLIGENT CYBERNETICS TECHNOLOGY & APPLICATIONS (ICICYTA) | |
| PNEUMONIA DETECTION THROUGH X-RAY IMAGES USING EFFICIENTNET ARCHITECTURE ON TENSORFLOW LITE | UNTARI NOVIA WISESTY | INTERNATIONAL CONFERENCE ON INTELLIGENT CYBERNETICS TECHNOLOGY & APPLICATIONS (ICICYTA) | |
| PNEUMONIA DETECTION BASED ON CHEST X-RAY IMAGES WITH MOBILENETV2 ARCHITECTURE | UNTARI NOVIA WISESTY | INTERNATIONAL CONFERENCE ON INTELLIGENT CYBERNETICS TECHNOLOGY & APPLICATIONS (ICICYTA) | |
| LUNG CANCER CLASSIFICATION BASED ON ENSEMBLING EFFICIENTNET USING HISTOPATHOLOGY IMAGES | UNTARI NOVIA WISESTY | INTERNATIONAL CONFERENCE ON INTELLIGENT CYBERNETICS TECHNOLOGY & APPLICATIONS (ICICYTA) | |
| A QUALITY ASSURANCE FRAMEWORK FOR MODEL BUILDING IN MACHINE LEARNING WORKFLOW – A RESEARCH PLAN | VERONIKHA EFFENDY SUYANTO MIRA KANIA SABARIAH RIO GUNTUR UTOMO | INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING AND INFORMATION MANAGEMENT (None) | |
| UTILIZING FINE-TUNING RESNET-18 FOR ACUTE LEUKEMIA DIAGNOSIS FROM BLOOD SMEAR IMAGES | BEDY PURNAMA | Triandes Sinaga (Universitas Sumatera Utara) Ade Candra (Universitas Sumatera Utara) | INTERNATIONAL CONFERENCE ON TECHNOLOGY INNOVATION AND ITS APPLICATIONS (ICTIIA) |
| RECONSTRUCTING DETAILED 3D CAR GEOMETRIES FROM A SINGLE 2D IMAGE BY REPURPOSING PIFU | BEDY PURNAMA EDWARD FERDIAN | INTERNATIONAL CONFERENCE ON INTELLIGENT CYBERNETICS TECHNOLOGY & APPLICATIONS (ICICYTA) | |
| IMPROVING STUNTING DETECTION IN TODDLERS WITH BOOSTED KNN AND BOOSTED NAÏVE BAYES TECHNIQUES | PUTU HARRY GUNAWAN | INTERNATIONAL CONFERENCE ON INTELLIGENT CYBERNETICS TECHNOLOGY & APPLICATIONS (ICICYTA) | |
| LEVERAGING EXPLAINABLE AI TO ANALYZE AND IMPROVE STUDENT ENGAGEMENT IN VIRTUAL LEARNING ENVIRONMENT | HETTI HIDAYATI SUYANTO DADE NURJANAH KUSUMA AYU LAKSITOWENING | INTERNATIONAL SEMINAR ON RESEARCH OF INFORMATION TECHNOLOGY AND INTELLIGENT SYSTEMS (ISRITI) | |
| CLASSIFICATION OF APPLE LEAF DISEASES USING A MODIFIED EFFICIENTNET MODEL | FEBRYANTI STHEVANIE KURNIAWAN NUR RAMADHANI | INTERNATIONAL CONFERENCE ON INTELLIGENT CYBERNETICS TECHNOLOGY & APPLICATIONS (ICICYTA) | |
| SENTIMENT ANALYSIS OF POLITICAL DISCOURSE ON PLATFORM X USING GRAPH NEURAL NETWORK (GNN) | FITRIYANI | INTERNATIONAL CONFERENCE ON INTELLIGENT CYBERNETICS TECHNOLOGY AND APPLICATIONS (ICICYTA) | |
| CUSTOMER SENTIMENT ANALYSIS OF LOCAL SKINCARE REVIEWS USING INDOBERT AND GRAPH NEURAL NETWORKS | FITRIYANI | INTERNATIONAL CONFERENCE ON INTELLIGENT CYBERNETICS TECHNOLOGY & APPLICATIONS (ICICYTA) | |
| PERFORMANCE ANALYSIS OF PUBLIC SENTIMENT ON ELECTRIC VEHICLES IN INDONESIA USING WORD2VEC AND GRAPH NEURAL NETWORK ON SOCIAL MEDIA X | FITRIYANI | INTERNATIONAL CONFERENCE ON INTELLIGENT CYBERNETICS TECHNOLOGY & APPLICATIONS (ICICYTA) | |
| COMPARATIVE EVALUATION OF GRAPH NEURAL NETWORK ALGORITHMS FOR MUSIC RECOMMENDATION SYSTEMS | FITRIYANI | INTERNATIONAL CONFERENCE ON INTELLIGENT CYBERNETICS TECHNOLOGY & APPLICATIONS (ICICYTA) | |
| IMPLEMENTATION OF CNN ALGORITHM WITH RESNET-50 ARCHITECTURE FOR VEHICLE IMAGE CLASSIFICATION | GAMMA KOSALA FEBRYANTI STHEVANIE | INTERNATIONAL CONFERENCE ON INTELLIGENT CYBERNETICS TECHNOLOGY & APPLICATIONS (ICICYTA) | |
| TEMPORAL SENTIMENT ANALYSIS OF POLITICIAN XYZ ON SOCIAL MEDIA X USING FASTTEXT WORD EMBEDDING AND GRAPH NEURAL NETWORK MODEL | TOUFAN DIANSYAH TAMBUNAN FITRIYANI | INTERNATIONAL CONFERENCE ON INTELLIGENT CYBERNETICS TECHNOLOGY & APPLICATIONS (ICICYTA) | |
| PREDICTING STUNTING PREVALENCE IN INDONESIA USING XGBOOST AND ARTIFICIAL NEURAL NETWORKS | PUTU HARRY GUNAWAN INDWIARTI | I Kadek Arya Sugianta (Universitas Bali Internasional) | INTERNATIONAL CONFERENCE ON INTELLIGENT CYBERNETICS TECHNOLOGY AND APPLICATIONS (ICICYTA) |
| ESTIMATING SIR MODEL PARAMETERS FOR PREDICTING COVID-19 CASES IN BANDUNG CITY | PUTU HARRY GUNAWAN | Ni Kadek Winda Patrianingsih (Universitas Bali Internasional) Gde Palguna Reganata (Universitas Bali Internasional) Norma binti Alias (University Teknologi Malaysia) | INTERNATIONAL CONFERENCE ON INTELLIGENT CYBERNETICS TECHNOLOGY AND APPLICATIONS (ICICYTA) |
| SENTIMENT ANALYSIS ON DISCO ELYSIUM VIDEO GAME REVIEWS FROM STEAM USING K-NEAREST NEIGHBOR METHOD AND CHI-SQUARE FEATURE SELECTION | MAHENDRA DWIFEBRI PURBOLAKSONO UTAMI KUSUMA DEWI | INTERNATIONAL CONFERENCE ON INTELLIGENT CYBERNETICS TECHNOLOGY AND APPLICATIONS (ICICYTA) | |
| SENTIMENT ANALYSIS OF RAYA DIGITAL BANK APPLICATION REVIEWS USING THE TF-IDF METHOD AND SUPPORT VECTOR MACHINE | MAHENDRA DWIFEBRI PURBOLAKSONO UTAMI KUSUMA DEWI | INTERNATIONAL CONFERENCE ON INTELLIGENT CYBERNETICS TECHNOLOGY AND APPLICATIONS (ICICYTA) | |
| SENTIMENT ANALYSIS OF STEAM VIDEO GAME REVIEWS FOR DISCO ELYSIUM USING THE RANDOM FOREST TUNING METHOD WITH CHI-SQUARE FEATURES | MAHENDRA DWIFEBRI PURBOLAKSONO UTAMI KUSUMA DEWI | INTERNATIONAL CONFERENCE ON INTELLIGENT CYBERNETICS TECHNOLOGY AND APPLICATIONS (ICICYTA) | |
| ENHANCING MULTICLASS CLASSIFICATION OF CHILD NUTRITIONAL STATUS USING KNN AND RANDOM FOREST WITH SMOTE | INDWIARTI PUTU HARRY GUNAWAN | INTERNATIONAL CONFERENCE ON INTELLIGENT CYBERNETICS TECHNOLOGY & APPLICATIONS (ICICYTA) | |
| BASHILITE AND MIRAI MALWARE ATTACKS DETECTION ON IOT DEVICES USING MACHINE LEARNING | HILAL HUDAN NUHA RENDY MUNADI ERWIN BUDI SETIAWAN | INTERNATIONAL CONFERENCE ON SUSTAINABLE INFORMATION ENGINEERING AND TECHNOLOGY (SIET) | |
| DEEP LEARNING-BASED EXPLORATION OF YOLOV8 FOR ACNE VULGARIS TYPE CLASSIFICATION AND LESION COUNTING | PUTU HARRY GUNAWAN | Ida Ayu Manik Partha Sutema (Universitas Bali Internasional) | INTERNATIONAL CONFERENCE ON INTELLIGENT CYBERNETICS TECHNOLOGY & APPLICATIONS (ICICYTA) |
| THE ROLE OF NEWS SENTIMENT IN PREDICTING THE JAKARTA COMPOSITE INDEX USING LONG SHORT-TERM MEMORY | INDWIARTI PUTU HARRY GUNAWAN | Narita Aquarini (Universit´e de Poitiers Intervenant Finance La Rochelle, France) | INTERNATIONAL CONFERENCE ON INTELLIGENT CYBERNETICS TECHNOLOGY & APPLICATIONS (ICICYTA) |
| BETWEENNESS CENTRALITY ON PUBLIC OPINION IN THE 2024 INDONESIA PRESIDENTIAL ELECTION DISCUSSION ON YOUTUBE | WARIH MAHARANI | INTERNATIONAL CONFERENCE ON INTELLIGENT CYBERNETICS TECHNOLOGY & APPLICATIONS (ICICYTA) | |
| PREDICTING FOREST FIRE SPOTS USING NONPARAMETRIC PREDICTIVE INFERENCE WITH PARAMETRIC COPULA: MALAYSIA CASE STUDY | WARIH MAHARANI | Evizal Abdul Kadir (Universitas Islam Riau) Noryanti Muhammad (Universiti Malaysia Pahang) Amirah Hazwani Roslin (Universiti Malaysia Pahang) Hanita Daud (Universiti Teknologi PETRONAS) | AIP CONFERENCE PROCEEDINGS (None) |
| ASPECT EXTRACTION ON INDONESIA BEAUTY PRODUCT REVIEW USING PRE-TRAINED LANGUAGE MODEL | WARIH MAHARANI ADE ROMADHONY | INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ITS APPLICATIONS (ICODSA) | |
| INDONESIAN CUED SPEECH TRANSLITERATE SYSTEM USING CONVOLUTIONAL NEURAL NETWORK MOBILENET | WIKKY FAWWAZ AL MAKI SAPARUDIN | INTERNATIONAL CONFERENCE ON INFORMATICS AND COMPUTING (ICIC) | |
| EXTREME PRECIPITATION ANALYSIS IN BENGAWAN SOLO | ARNIDA LAILATUL LATIFAH FURQON HENSAN MUTTAQIEN | Inna Syafarina (Research Center for Computing, National Research and Innovation Agency, Cibinong, Indonesia) Utoyo Ajie Linarka (Research Center for Computing, National Research and Innovation Agency, Cibinong, Indonesia) | IOP CONFERENCE SERIES: EARTH AND ENVIRONMENTAL SCIENCE (None) |
| ASSESSING THE SPATIOTEMPORAL PRECIPITATION TRENDS FROM ERA5-LAND OVER INDONESIA REGION | ARNIDA LAILATUL LATIFAH | Utoyo A. Linarka (Research Center for Computing, National Research and Innovation Agency (BRIN), Bogor, Indonesia) Mangapul P. Tambunan (Department of Geography, University of Indonesia, Depok, Indonesia) Eko Kusratmoko (Department of Geography, University of Indonesia, Depok, Indonesia) | IOP CONFERENCE SERIES: EARTH AND ENVIRONMENTAL SCIENCE (None) |
| PERFORMANCE ANALYSIS OF RANDOM FOREST ALGORITHM FOR CUSTOMER CHURN PREDICTION IN THE TELECOMMUNICATIONS SECTOR | ADIWIJAYA | INTERNATIONAL CONFERENCE ON INTELLIGENT CYBERNETICS TECHNOLOGY AND APPLICATIONS (ICICYTA) | |
| PERSONALITY CLASSIFICATION BASED ON SOCIAL MEDIA AND BIG FIVE PERSONALITY CATEGORIES USING LOGISTIC REGRESSION MODEL | WARIH MAHARANI | INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ITS APPLICATIONS (ICODSA) | |
| EXPLAINABLE ARTIFICIAL INTELLIGENCE FOR FINANCIAL SERVICES: A BIBLIOMETRIC REVIEW | DANANG JUNAEDI SUYANTO MIRA KANIA SABARIAH RIO GUNTUR UTOMO | INTERNATIONAL CONFERENCE ON APPLIED MATHEMATICS AND COMPUTER SCIENCE (ICAMCS) |
2023 Conference
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2022 Conference
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2021 Conference
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2020 Conference
[table “16” could not be loaded /]2019 Conference
| Year | Publication Title | Link | Author | Other Author(s) |
| 2019 Conference | An Intelligent Tutoring System with Adaptive Exercises Based on a Student’s Knowledge and Misconception | link | DNH | |
| 2019 Conference | Analysis and Evaluation Performance of MPPT Algorithms: Perturb & Observe (P&O), Firefly, and Flower Pollination (FPA) in Smart Microgrid Solar Panel Systems | link | SUO | |
| 2019 Conference | Applying Deep Learning Models to Action Recognition of Swimming Mice with the Scarcity of Training Data. | link | BDP | |
| 2019 Conference | Applying deep learning models to mouse behavior recognition | link | BDP | |
| 2019 Conference | Artificial Neural Networks (ANN)-based Seismic Signal Source Identification from MEMS Accelerometer Measurements | link | HIW | |
| 2019 Conference | Classification of cervical type image using capsule networks | link | SUO | |
| 2019 Conference | Clustering and Classification of Breathing Activities by Depth Image from Kinect. | link | BDP | |
| 2019 Conference | Constructing a One-time and a Few-time Digital Signature Schemes from the Hardness of Megrelishvili Vector-Matrix Problem | link | MZI | |
| 2019 Conference | Construction of the Ontology Design for Political Parties’ Ideological Characteristics | link | MZI | |
| 2019 Conference | Convolutional neural networks for realtime multi-faces verification with occlusion | link | UIN | |
| 2019 Conference | Deep residual neural network for age classification with face image | link | SUO | |
| 2019 Conference | Developing a complete dialogue system using long short-term memory | link | SUO | |
| 2019 Conference | Discrete Firefly Algorithm for an Examination Timetabling | link | SUO | |
| 2019 Conference | Face image super-resolution using inception residual network and gan framework | link | ADF | KNR |
| 2019 Conference | Face Spoofing Detection using Color Distortion Features and Principal Component Analysis | link | KNR | ADF |
| 2019 Conference | Financial Network Approach for Modeling about Company Bankruptcy | link | MZI | |
| 2019 Conference | Generating image description on indonesian language using convolutional neural network and gated recurrent unit | link | ADF | |
| 2019 Conference | Hierarchical SVM-kNN to Classify Music Emotion | link | SUO | KNR |
| 2019 Conference | Hybrid Approach for Fruit Recognition in High Data Variance | link | EAR | ADF |
| 2019 Conference | Hyperparameters Optimization of Support Vector Machine for Sentiment Analysis | link | UNW | |
| 2019 Conference | Image-based classification of snake species using convolutional neural network | link | SUO | |
| 2019 Conference | Implementation of Vocabulary Based Summarization of Graph (VoG) on the Web Graph | link | SSD | |
| 2019 Conference | Indonesian Abstractive Text Summarization Using Bidirectional Gated Recurrent Unit | link | SUO | UNW |
| 2019 Conference | Indonesian chatbot of university admission using a question answering system based on sequence-to-sequence model | link | SUO | |
| 2019 Conference | Knowledge Representation of Political Parties Ideological Characteristics Using Formal Concept Analysis | link | MZI | |
| 2019 Conference | Lexical and Syntactic Simplification for Indonesian Text | link | SSD | |
| 2019 Conference | Melanoma cancer classification using ResNet with data augmentation | link | SUO | ADF |
| 2019 Conference | Multi-Class Peripapillary Atrophy for Detecting Glaucoma in Retinal Fundus Image | link | SUO | |
| 2019 Conference | New Reward-Based Movement to Improve Globally-Evolved BCO in Nurse Rostering Problem | link | SUO | |
| 2019 Conference | On the Problem about Optical Flow Prediction for Silhouette Image. | link | BDP | |
| 2019 Conference | Optimizing Deep Learning for Detection Cyberbullying Text in Indonesian Language | link | LAK | |
| 2019 Conference | Quality image enhancement from low resolution camera using convolutional neural network | link | ADF | KNR |
| 2019 Conference | Reasoning about the Cascading Failure of Financial Network Using Prolog | link | MZI | |
| 2019 Conference | Removing Unvoiced Segment to Improve Text Independent Speaker Recognition | link | SUO | |
| 2019 Conference | Segment Repetition Based on High Amplitude to Enhance a Speech Emotion Recognition | link | SUO | |
| 2019 Conference | Specaugment impact on automatic speaker verification system | link | SUO | |
| 2019 Conference | Sundanese Aksara Recognition Using Histogram of Oriented Gradients | link | EAR | FSV |
| 2019 Conference | The Clustering Algorithms Approach for Decision Efficiency in Investment Portfolio Diversification | link | BBD | |
| 2019 Conference | The impact of local attention in lstm for abstractive text summarization | link | SUO | |
| 2019 Conference | The Impact of Low-Pass Filter in Speaker Identification | link | SUO | |
| 2019 Conference | Tsunami Potential Identification based on Seismic Features using KNN Algorithm | link | HIW | |
| 2019 Conference | Typographic-based data augmentation to improve a question retrieval in short dialogue system | link | SUO | |
| 2019 Conference | Voting-based music genre classification using melspectogram and convolutional neural network | link | SUO |
2018 Conference
| Year | Publication Title | Link | Author | Other Author(s) |
| 2018 Conference | Classification of Gene Expressions of Lung Cancer and Colon Tumor Using Adaptive-Network-based Fuzzy Inference System (ANFIS) with Ant Colony Optimization (ACO) as a Feature Selection | link | UNW | |
| 2018 Conference | Adopting Good-Learners’ Paths in an Intelligent Tutoring System | link | SLL | DNH |
| 2018 Conference | An Android Application for Predicting Traffic Congestion using Polling Method | link | BBD | |
| 2018 Conference | An implementation of Elman neural network for polycystic ovary classification based on ultrasound images | link | UNW | |
| 2018 Conference | Analysis and Implementation of Graph Indexing on Graph Database using Tree Decomposition Based Indexing (TEDI) Method for The Shortest Path Search | link | SSD | |
| 2018 Conference | Analysis and Implementation Top-N Recommendation for Shared Account on Book Recommender System | link | DNH | RSM |
| 2018 Conference | Analysis of The Influence of Minimum Redundancy Maximum Relevance as Dimensionality Reduction Method on Cancer Based on Microarray Data Using Support Vector Machine Classifier | link | UNW | |
| 2018 Conference | Attribute-aware Semantic Segmentation of Road Scenes for Understanding Pedestrian Orientations | link | MDS | |
| 2018 Conference | Bag of Facial Components: A Data Enrichment Approach for Face Image Processing | link | COK | |
| 2018 Conference | Breaking Megrelishvili protocol using matrix diagonalization | link | MZI | |
| 2018 Conference | Classification of polycystic ovary based on ultrasound images using competitive neural network | link | UNW | |
| 2018 Conference | Detection of Face Spoofing using Low-Level Features and Shape Analysis | link | KNR | FSV |
| 2018 Conference | Digital Contract Using Block Chaining and Elliptic Curve Based Digital Signature | link | ABW | MZI |
| 2018 Conference | Dynamic large scale data on Twitter using sentiment analysis and topic modeling | link | SSD | |
| 2018 Conference | Endorsement recommendation using Instagram follower profiling | link | ADF | |
| 2018 Conference | Face expression recognition using Local Gabor Binary Pattern Three Orthogonal Planes (LGBP-TOP) and Support Vector Machine (SVM) method | link | FSV | ADF |
| 2018 Conference | Fairness aware regularization on a learning-to-rank recommender system for controlling popularity Bias in E-commerce domain | link | DNH | RSM |
| 2018 Conference | Formal Verification of Divide and Conquer Key Distribution Protocol Using ProVerif and TLA+ | link | MZI | |
| 2018 Conference | Gamification for Learning Basic Algorithm | link | DNH | |
| 2018 Conference | Group Formation Using Multi Objectives Ant Colony System for Collaborative Learning | link | DNH | |
| 2018 Conference | Implementation of support vector machine for classification of speech marked hijaiyah letters based on Mel frequency cepstrum coefficient feature extraction | link | UNW | |
| 2018 Conference | Increasing the Capacity of Listega Based on Syllable Pattern Using Multicolumn and Bigram Mapping | link | ABW | |
| 2018 Conference | Indonesian License Plate Recognition Using Convolutional Neural Network | link | ADF | |
| 2018 Conference | Indonesian Twitter Cyberbullying Detection using Text Classification and User Credibility | link | HUI | |
| 2018 Conference | Leukemia and colon tumor detection based on microarray data classification using momentum backpropagation and genetic algorithm as a feature selection method | link | UNW | |
| 2018 Conference | LifeOn, a Ubiquitous Lifelong Learner Model Ontology Supporting Adaptive Learning | link | DNH | |
| 2018 Conference | Mongoloid and non-Mongoloid Race Classification From Face Image using Local Binary Pattern Feature Extractions | link | KNR | FSV |
| 2018 Conference | On Generalized Divide and Conquer Approach for Group Key Distribution: Correctness and Complexity | link | MZI | |
| 2018 Conference | Performance Analysis of Comparison between Region Growing, Adaptive Threshold and Watershed Methods for Image Segmentation | link | UIN | |
| 2018 Conference | Permutation Modification of Reversible Data Hiding Using Difference Histogram Shifting in Encrypted Medical Image | link | ABW | BBD |
| 2018 Conference | Reasoning about the disruption patterns for train system using Bayesian Network and Prolog | link | MZI | |
| 2018 Conference | Reasoning about Traffic Signals Controller for Intersection with Contraflow Lanes for Bus Rapid Transit Using Linear-time Temporal Logic | link | MZI | |
| 2018 Conference | Spoofing detection on facial images recognition using LBP and GLCM combination | link | FSV | KNR |
| 2018 Conference | Strengthening Fawkescoin Against Double Spending Attack using Merkle Tree | link | ABW | BBD |
| 2018 Conference | Strengthening Megrelishvili Protocol Against Man-in-The-Middle Attack | link | MZI | |
| 2018 Conference | Top-N Recommendation for Shared Account on Book Recommender System | link | DNH | RSM |
| 2018 Conference | Twitter data transformation for network visualization based context analysis | link | HUI | |
| 2018 Conference | Verifying a Copying Garbage Collector in GP 2 | link | GIA | |
| 2018 Conference | Verifying Vaccine Supply Chain System in Indonesia Using Linear-Time Temporal Logic | link | MZI | |
| 2018 Conference | Visual Based Fire Detection System using Speeded Up Robust Feature and Support Vector Machine | link | FSV | KNR |
2017 Conference
| Year | Publication Title | Link | Author | Other Author(s) |
| 2017 Conference | A classification of marked hijaiyah letters’ pronunciation using hidden Markov model | link | UNW | |
| 2017 Conference | A combination of individual model on memory-based group recommender system to the books domain | link | DNH | RSM |
| 2017 Conference | A Preliminary Study of Attribute-aware Semantic Segmentation for Pedestrian Understanding | link | MDS | |
| 2017 Conference | An implementation of convolutional neural network on PCO classification based on ultrasound image | link | UNW | |
| 2017 Conference | An implementation of weighted moving average and genetic programming for rainfall forecasting in Bandung Regency | link | UNW | |
| 2017 Conference | Cancer detection based on microarray data classification using deep belief network and mutual information | link | UNW | |
| 2017 Conference | Combination of hybrid filtering and learning style for learning material recommendation | link | DNH | |
| 2017 Conference | Comparative study of conjugate gradient to optimize learning process of neural network for Intrusion Detection System (IDS) | link | UNW | |
| 2017 Conference | Detection and Counting of Mango Fruits in Occluded Condition Using Image Analysis | link | PEY | |
| 2017 Conference | Development of Video Features to Detect Spatially Modified Video | link | PEY | |
| 2017 Conference | Extending Megrelishvili protocol for multi-party key agreement | link | MZI | BBD |
| 2017 Conference | FAST corner detection in polygonal approximation of shape | link | EAR | |
| 2017 Conference | Filtering methods for broadcast authentication against PKC-based denial of service in WSN: A survey | link | FAR | |
| 2017 Conference | Graph-based domain model for adaptive learning path recommendation | link | DNH | |
| 2017 Conference | Hand Gesture Recognition System Under Complex Background Using Spatio Temporal Analysis | link | PEY | |
| 2017 Conference | Homogeneous group formation in collaborative learning using fuzzy C-means | link | DNH | |
| 2017 Conference | Hybrid attribute and personality based recommender system for book recommendation | link | DNH | |
| 2017 Conference | Hybrid recommender system for learning material using content-based filtering and collaborative filtering with good learners’ rating | link | DNH | |
| 2017 Conference | Hybrid recommender system using random walk with restart for social tagging system | link | DNH | |
| 2017 Conference | Modified Backpropagation Algorithm for Polycystic Ovary Syndrome Detection Based on Ultrasound Images | link | UNW | |
| 2017 Conference | Opportunity and challenge on face recognition: genericto-specific feature representation and recognition strategy | link | COK | |
| 2017 Conference | Segmentation and classification models validation area mapping of peat lands as initial value of Fuzzy Kohonen Clustering Network | link | UIN | |
| 2017 Conference | Stock Price Forecasting Using Artificial Neural Network (Case Study: PT. Telkom Indonesia) | link | MDS | |
| 2017 Conference | Strengthening Dynamic Identity Based Remote User Authentication Scheme Using Smart Card Against Offline Password Guessing Attack | link | ABW | |
| 2017 Conference | Tongue segmentation using active contour model | link | UIN | |
| 2017 Conference | Toward a new approach in fruit recognition using hybrid RGBD features and fruit hierarchy property | link | EAR | |
| 2017 Conference | Automated ventricular system segmentation in CT images of deformed brains due to ischemic and subarachnoid hemorrhagic stroke | link | EDW | |
| 2017 Conference | License plate detection based on convolutional neural network: Support vector machine (CNN-SVM) | link | GKL |
2016 Conference
| Year | Publication Title | Link | Author | Other Author(s) |
| 2016 Conference | A Classification of Polycystic Ovary Syndrome Based on Ultrasound Images Using Supervised Learning and Particle Swarm Optimization | link | COK | |
| 2016 Conference | A game with purpose to filter spams from Indonesian Twitter trending topics | link | JMT | |
| 2016 Conference | Adaptive Presentation based on Learning Style and Working Memory Capacity in Adaptive Learning System. | link | DNH | |
| 2016 Conference | Adaptive Weight in Combining Color and Texture Feature in Content Based Image Retrieval | link | EAR | BDP |
| 2016 Conference | Analysis of combined features at semantic argument classification | link | SSD | |
| 2016 Conference | Automatic features reduction procedures in palm vein recognition | link | PEY | COK |
| 2016 Conference | Collision algorithms for breaking megrelishvili protocol: Theory and numerical experiments | link | MZI | BBD |
| 2016 Conference | Context-aware ubiquitous learning on the cloud-based open learning environment: Towards indonesia open educational resources | link | GIA | |
| 2016 Conference | Convolutional neural networks applied to handwritten mathematical symbols classification | link | BDP | |
| 2016 Conference | Denying collision in the second round of Keccak Hash Function by camouflaging free bits | link | ABW | |
| 2016 Conference | Detecting Visual Spoofing Using Classical Cryptanalysis Methods In Plagiarism Detection Systems | link | ABW | |
| 2016 Conference | Detection of blocking artifact on satellite image and its new evaluator | link | RRD | |
| 2016 Conference | Digital Image Authentication Based on Second-order Statistics | link | RMB | FSV |
| 2016 Conference | Edge based approach in object boundary detection on multiclass fruit images | link | EAR | |
| 2016 Conference | Exploiting the error correction mechanism in QR codes for secret sharing | link | ABW | |
| 2016 Conference | Feature Extraction and Opinion Classification Using Class Sequential Rule on Customer Product Review | link | HUI | SSD |
| 2016 Conference | Fruit image segmentation by combining color and depth data | link | EAR | |
| 2016 Conference | Good and Similar Learners’ Recommendation in Adaptive Learning Systems | link | DNH | |
| 2016 Conference | Handwriting Digit Recognition Using Local Binary Pattern Variance and K-Nearest Neighbor Classification | link | COK | KNR |
| 2016 Conference | Identity Recognition Based on Palm Vein Feature Using Two-Dimensional Linear Discriminant Analysis | link | COK | KNR |
| 2016 Conference | Identity recognition with palm vein feature using local binary pattern rotation Invariant | link | COK | KNR |
| 2016 Conference | Implementation of MCL algorithm in clustering digital news with graph representation | link | SSD | |
| 2016 Conference | Implementation of Moving Average and Soft Computing algorithm to support planting season calendar forecasting system on mobile device | link | UNW | |
| 2016 Conference | Improving NORMALS Using Modified Baudot-Murray Code | link | ABW | |
| 2016 Conference | Increasing Secret Data Hiding Capacity in QR Code Using 3×3 Subcells | link | ABW | |
| 2016 Conference | Intelligent traffic light control using collaborative Q-Learning algorithms | link | COK | |
| 2016 Conference | Linguistic Based Steganography Using Lexical Substitution and Syntactical Transformation | link | ABW | |
| 2016 Conference | Modified Graphstega Based on Chart Scale Modification | link | ABW | |
| 2016 Conference | On the Construction of Secure Public Parameters For Megrelishvili Protocol | link | BBD | MZI |
| 2016 Conference | Palm vein biometric identification system using local derivative pattern | link | COK | |
| 2016 Conference | Prediction of Multi Currency Exchange Rates Using Correlation Analysis and Backpropagation | link | RSM | |
| 2016 Conference | Semantics argument classification using Word/POS in constituent and left argument features | link | SSD | |
| 2016 Conference | Shape based recognition using freeman chain code and modified Needleman-Wunsch | link | EAR | |
| 2016 Conference | The implementation of neighbor embedding on grayscale image colorization | link | BDP | |
| 2016 Conference | Towards the Modelling of Dynamic Train Systems: Disruption Pattern Analysis | link | RSM | |
| 2016 Conference | Visual authentication based on visual cryptography using mobile devices | link | ABW |
2015 Conference
| Year | Publication Title | Link | Author | Other Author(s) |
| 2015 Conference | A Classification of Polycyctic Ovary Syndrome based on Follicle Detection of Ultrasound Images | link | UNW | |
| 2015 Conference | A Photo Composite Detection Based on Eye Specular Highlights Using Pixel-Based Approach | link | RMB | |
| 2015 Conference | An automatic Health Surveillance Chart Interpretation System Based on Indonesian Language | link | ABW | |
| 2015 Conference | Artificial fish swarm algorithm for job shop scheduling problem | link | MDS | |
| 2015 Conference | Artificial fish swarm algorithm for job shop scheduling problem | link | MDS | |
| 2015 Conference | Challenges and Potential Research in Fingerprint Image Recognition | link | UIN | |
| 2015 Conference | Chaos and Complex in Measuring Sustainability of Economic Condition in Indonesia | link | SSD | |
| 2015 Conference | Cluster-Smoothed with Random Neighbor Selection for Collaborative Filtering | link | GIA | |
| 2015 Conference | Combining Learner’s Preference and Similar Peers’ Experience in Adaptive Learning | link | DNH | |
| 2015 Conference | Comparative Study of Moving Average on Rainfall Forecasting Based on Evolving Neural Network Classifier | link | UNW | |
| 2015 Conference | Data Hiding Scheme on Medical Image using Graph Coloring | link | UNW | |
| 2015 Conference | Design and implementation of voice command using MFCC and HMMs method | link | COK | SSD |
| 2015 Conference | Differential evolution for the cryptanalysis of transposition cipher | link | GIA | SSD |
| 2015 Conference | Enhanced Ridge Direction for the Estimation of Fingerprint Orientation Fields | link | UIN | |
| 2015 Conference | Face image-based gender recognition using complex-valued neural network | link | MDS | |
| 2015 Conference | Feature Extraction Analysis on Indonesian Speech Recognition System | link | UNW | |
| 2015 Conference | Follicle Detection on the USG Images to Support Determination of Polycystic Ovary Syndrome | link | BDP | UNW |
| 2015 Conference | Genetic Algorithm for Capacitated Vehicle Routing Problem with considering traffic density | link | MDS | GIA |
| 2015 Conference | Histogram based color pattern identification of multiclass fruit using feature selection | link | EAR | |
| 2015 Conference | Implementation of Graph Database for OpenCog Artificial General Intelligence Framework using Neo4j | link | HIW | |
| 2015 Conference | Improving Bio-Cryptography Authentication Protocol | link | ABW | |
| 2015 Conference | Interconnection Learning between Economic Indicators in Indonesia Optimized by Genetic Algorithm | link | SSD | GIA |
| 2015 Conference | List Steganography Based on Syllable Patterns | link | ABW | |
| 2015 Conference | Mobile OCR using centroid to boundary and Backpropagation Neural Network | link | COK | FSV, KNR |
| 2015 Conference | Multiclass Fruit Classification of RGB-D Images Using Color and Texture Feature | link | EAR | |
| 2015 Conference | Palm vein recognition based-on minutiae feature and feature matching | link | COK | |
| 2015 Conference | Particle swarm optimization on follicles segmentation to support PCOS detection | link | COK | |
| 2015 Conference | Speaker recognition implementation for authentication using filtered MFCC—VQ and a thresholding method | link | COK | SSD |
| 2015 Conference | Text data compression for mobile phone using burrows-wheeler transform, move-to-front code and arithmetic coding (Case Study: Sunan Ibnu Majah Bahasa Translation) | link | GIA | |
| 2015 Conference | Toward new fruit color descriptor based on color palette | link | EAR | |
| 2015 Conference | Training Making Materials Video Interactive Learning For Teachers in SMK Negeri 1 Muara Enim | link | UIN | |
| 2015 Conference | Vomma: Android application launcher using voice command | link | COK | SSD |
| 2015 Conference | Watermarking QR Code | link | ABW | |
| 2015 Conference | Watermarking scheme for authenticity and integrity control of digital medical image using Reed-Muller Codes and Hash Block Chaining | link | COK |
2014 Conference
| Year | Publication Title | Link | Author | Other Author(s) |
| 2014 Conference | A Forecasting of Weather Data in Indonesia Using Evolving Neural Network based on Genetic Algorithm | link | UNW | |
| 2014 Conference | A Visual One-Time Password Authentication Scheme Using Mobile Devices | link | ABW | |
| 2014 Conference | Asynchronous island model genetic algorithm for university course timetabling | link | JMT | |
| 2014 Conference | Authoring Learning Designs: The Expressiveness of IMS LD and Collaboration Supports | link | DMH | |
| 2014 Conference | Feature-Based Sentiment Analysis in Online Review with Semi-Supervised Support Vector Machines (S3VMs) | link | RSM | |
| 2014 Conference | Forecasting Indonesian Weather through Evolving Neural Network (ENN) based on Genetic Algorithm | link | UNW | |
| 2014 Conference | Image Compression using Improved Five Modulus Method | link | COK | KNR |
| 2014 Conference | Integrating Cognitively-Oriented and Pedagogically-Oriented Methods in Adaptive Educational Hypermedia | link | DNH | RMB |
| 2014 Conference | Iridology-Based Dyspepsia Early Detection Using Linear Discriminant Analysis and Cascade Correlation Neural Network | link | MDS | |
| 2014 Conference | Non-Relevant Document Reduction in Anti-Plagiarism Using Asymmetric Similarity and AVL Tree Index | link | ABW | |
| 2014 Conference | Palm print recognition using competitive hand valley detection, local binary pattern and probabilistic neural network | link | COK | FSV |
| 2014 Conference | Personal Palm Vein Identification Using Principal Component Analysis and Probabilistic Neural Network | link | COK | MDS |
| 2014 Conference | Prediction Time Series of Economic Indicator in Indonesia Optimized by Genetic Algorithm | link | SSD | |
| 2014 Conference | The Granularity of Collaborative Work for Creating Adaptive Learning Resources | link | DNH | |
| 2014 Conference | Time series prediction of economic indicators in Indonesia using differential dynamic optimized by genetic algorithm | link | SSD | GIA |
| 2014 Conference | Transformation of UML 2.0 sequence diagram into Coloured Petri Nets | link | JMT | |
| 2014 Conference | Verifying UML-based interaction using coloured Petri nets | link | JMT |
2013 Conference
| Year | Publication Title | Link | Author | Other Author(s) |
| 2013 Conference | Automatic Speech Recognition-Based Information Center for Indonesian Language | link | SUO | |
| 2013 Conference | Comparison Between Fingerprint and Winnowing Algorithm to Detect Plagiarism Fraud on Bahasa Indonesia Documents | link | ABW | |
| 2013 Conference | Design of Indonesian LVCSR Using Combined Phoneme and Syllable Models | link | SUO | |
| 2013 Conference | Development Methods for Hybrid Motion Detection (Frame Difference-Automatic Threshold) | link | COK | FSV, RSM |
| 2013 Conference | Evolution Strategies for Weight Optimization of Artificial Neural Network in Time Series Prediction | link | MDS | |
| 2013 Conference | Faculty assessment system with collective collegial leadership approach for increasing academic and research culture progressively | link | COK | |
| 2013 Conference | Fire Color Detection using Color Look Up and Histogram Analysis | link | COK | FSV |
| 2013 Conference | Implementation of Feature Extraction Based Hand Geometry in Biometric Identification System | link | COK | |
| 2013 Conference | Machine Learning of Forecasting Long-term Economic Crisis in Indonesia | link | SSD | |
| 2013 Conference | Performing Chart interpretation Using Lexical Selection in Indonesian Language | link | ABW | |
| 2013 Conference | Prediction of Malaria Incidence in Banggai Regency Using Evolving Neural Network | link | RSM | |
| 2013 Conference | Real-Time Hand-Tracking on Video Image Based on Palm Geometry | link | COK | |
| 2013 Conference | Strengthening Dynamic Cell Spreading (DCS) image steganography | link | ABW | |
| 2013 Conference | Tamper detection and recovery of medical image watermarking using modified LSB and Huffman compression | link | COK | UNW |
| 2013 Conference | Visual Fire Based Detection Using Local Binary Pattern Three Orthogonal | link | FSV | |
| 2013 Conference | Web Crawler Utilization for Resource Search on Indonesian Anti-Plagiarism Detection | link | ADF | ABW |
2012 Conference
| Year | Publication Title | Link | Author | Other Author(s) |
| 2012 Conference | An Image Splicing Detection based on Interpolation Analysis | link | RMB | |
| 2012 Conference | Discrete Cuckoo Search for Traveling Salesman Problem | link | SUO | |
| 2012 Conference | Image Splicing Verification based on Pixel-based Alignment Method | link | RMB | |
| 2012 Conference | Improving the Workspace Awareness of Authors in Asynchronous Collaborative Authoring of Learning Designs | link | DNH | |
| 2012 Conference | Indonesian Speech Recognition System Using Discriminant Feature Extraction – Neural Predictive Coding (DFE-NPC) and Probabilistic Neural Network | link | UNW | |
| 2012 Conference | IndoVMS: Indonesian voice messaging system | link | SUO | |
| 2012 Conference | Medical Image Watermarking with Tamper Detection and Recovery Using Reversible Watermarking with LSB Modification and Run Length Encoding (RLE) Compression | link | COK | |
| 2012 Conference | Optical Character Recognition Using Modified Direction Feature and Nested Multi-Layer Perceptrons Network | link | MDS | |
| 2012 Conference | Prediction System of Economic Crisis in Indonesia using Time Series Analysis and Dynamic System Optimized by Genetic Algorithm | link | SSD | |
| 2012 Conference | Relayouting Cocoa Processing Unit of Banua Chocolate Using CRAFT Algorithm (Case Study: Cocoa Processing Unit of Banua Chocolate, Poso, Central Sulawesi) | link | RRD | |
| 2012 Conference | Securing Elliptic Curve Based El-Gamal Against Pollard Rho Attack Using Elliptic Curve Based Diffie-Hellman Key Exchange | link | ABW | |
| 2012 Conference | The Multiple Watermarking on Digital Medical Image for Mobility and Authenticity | link | COK |
2011 Conference
| Year | Publication Title | Link | Author | Other Author(s) |
| 2011 Conference | An Efficient Key Generation Method in Zero-Watermarking for Audio | link | RMB | |
| 2011 Conference | Blur Estimation For Linear Motion Blurred Image | link | WKF | |
| 2011 Conference | Collaborative authoring of adaptive learning resources: Opportunities and challenges | link | DNH | |
| 2011 Conference | Evolutionary Discrete Firefly Algorithm for Travelling Salesman Problem | link | SUO | |
| 2011 Conference | Extending Authoring For Adaptive Learning To A Collaborative Authoring | link | SUO | |
| 2011 Conference | Extending Authoring For Adaptive Learning To A Collaborative Authoring | link | DNH | |
| 2011 Conference | Fire Alarm System Based-on Video Processing | link | COK | |
| 2011 Conference | Globally Evolved Dynamic Bee Colony Optimization | link | SUO | |
| 2011 Conference | Implementation of Multimodal Biometrics Recognition System Combined Palm Print And Palm Geometry Features | link | COK | |
| 2011 Conference | Restoration of Rotational Motion Blurred Images using the Inverse Filters | link | WKF | |
| 2011 Conference | Temperature Effects on Dynamics of Spherical Micelles : A Molecular Dynamics Study | link | GIA |
2010 Conference
| Year | Publication Title | Link | Author | Other Author(s) |
| 2010 Conference | A Framework of Collaborative Adaptation Authoring | link | DNH | |
| 2010 Conference | An Informed Genetic Algorithm for University Course and Student Timetabling Problems | link | SUO | |
| 2010 Conference | Analysis And Implementation of Genetic Algorithm On Image Watermarking In Discrete Wavelet Transform Domain Using Haar Wavelet | link | COK | |
| 2010 Conference | Blind Deconvolution of Accelerated Motion Blurred Image | link | WKF | |
| 2010 Conference | Blur Identification and State Space Model-Based Image Restoration | link | WKF | |
| 2010 Conference | Gait-Based Human Identification Using Wavelet And ART-2 Neural Network | link | COK | |
| 2010 Conference | Noisy Motion Blurred Image Deconvolution Using ARMA Models | link | WKF | |
| 2010 Conference | Retinal Image Generation and Pre-filtering Method for Human Eyes Suffering from Second-order Aberration | link | WKF |
2009 Conference
| Year | Publication Title | Link | Author | Other Author(s) |
| 2009 Conference | Collaborative Authoring For Adaptive Educational Hypermedia by Enriching Semantic Wiki’s Output | link | DNH | |
| 2009 Conference | Digital Image Restoration with Nonlinear Smoothing for Circular Motion Blurred Images | link | WKF | |
| 2009 Conference | Image Pre-compensation Algorithm for Monochromatic Aberrations in the Eyes | link | WKF | |
| 2009 Conference | Particle Swarm Optimization Algorithm to Optimize Project Resource Scheduling | link | SUO | |
| 2009 Conference | Reconstruction of Phylogenetic Tree Using Ant Colony Optimization | link | SUO | |
| 2009 Conference | Shift lnvariant Degradation Analysis and Restoration Method for Photograph Degraded by Rectilinear Smear | link | WKF |
2008 Conference
| Year | Publication Title | Link | Author | Other Author(s) |
| 2008 Conference | Inverse Filters and Image Generation for Presbyopes | link | WKF | |
| 2008 Conference | PSF estimation and image restoration for noiseless motion blurred images | link | WKF | |
| 2008 Conference | A New Approach of Blind Image Deconvolution Method without Artifact along the Blurring Paths | link | WKF |
2003 Conference
| Year | Publication Title | Link | Author | Other Author(s) |
| 2003 Conference | Knowledge Management in Intelligent Tutoring System | link | DNH |
1999 Conference
1998 Conference
| Year | Publication Title | Link | Author | Other Author(s) |
| 1998 Conference | Mofidied Conference Key Agreement Protocol | link | ABW |
1997 Conference
| Year | Publication Title | Link | Author | Other Author(s) |
| 1997 Conference | Augmented Encrypted Key Exchange using RSA Encryption | link | ABW |