Bens Pardamean

76 papers C 1Journal 39Unranked 36

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Bayesian Network analysis of spatial disparities in child nutrition status and health determinants across Indonesia. Int. J. Appl. Earth Obs. Geoinformation Rezzy Eko Caraka, Khairunnisa Supardi, Prana Ugiana Gio, Noor Ell Goldameir, Vijaya Isnaniawardhani, Bekti Djatmiko, Rumanintya Lisaria Putri, Amos Lukas, Rung Ching Chen, Bens Pardamean
2025	—	`conf`	Crack Catcher AI - Enabling Smart Fracture Mechanics Approach for Damage Control in Thin Silicon Wafers for 3D Semiconductor Integrated Devices/Packages. IRPS Gabriel Preston, Greer Gonzolez, Andrea S. Karnyoto, Fitya S. Mozar, Matthew M. Henry, Mahmud Isnan, Kuncahyo Setyo Nugroho, Henry Candra, Muhamad Doris, Dianing N. N. Putri, Tyas K. Sari, Bens Pardamean, Endang Djuana, Derrric Speaks, Arief S. Budiman
2025	J	`jnl`	Empowering deaf communication: a novel LSTM model for recognizing Indonesian sign language. Univers. Access Inf. Soc. Rezzy Eko Caraka, Khairunnisa Supardi, Robert Kurniawan, Yunho Kim, Prana Ugiana Gio, Budi Yuniarto, Faiq Zakki Mubarok, Bens Pardamean
2025	J	`jnl`	Exploring Features and Products in E-Commerce on Consumers Behavior Using Cognitive Affective. IEEE Access Pahrudin Pahrudin, Rezzy Eko Caraka, Li-Wei Liu, Prana Ugiana Gio, Nur Anita Yunikawati, Bens Pardamean
2025	J	`jnl`	MultiSURF-ACO: A Novel SNP Identification Approach for Colorectal Cancer Cases in Indonesia. Int. J. Fuzzy Log. Intell. Syst. Jason Sebastian Sulistyawan, Kuncahyo Setyo Nugroho, Bens Pardamean
2024	J	`jnl`	Fine-Tuning of Predictive Models CNN-LSTM and CONV-LSTM for Nowcasting PM IEEE Access Tafia Hasna Putri, Rezzy Eko Caraka, Toni Toharudin, Yunho Kim, Rung-Ching Chen, Prana Ugiana Gio, Anjar Dimara Sakti, Resa Septiani Pontoh, Indah Reski Pratiwi, Farid Azhar Lutfi Nugraha, Thalita Safa Azzahra, Jessica Jesslyn Cerelia, Gumgum Darmawan, Defi Yusti Faidah, Bens Pardamean
2024	J	`jnl`	Investigating Adolescent Vulnerability in Indonesia: A Socio-Remote Sensing Big Data Analytics Study Using Night Light Data. IEEE Access Toni Toharudin, Rezzy Eko Caraka, Puspita Anggraini Kaban, Khairunnisa Supardi, Robert Kurniawan, Yunho Kim, Syihabuddin Ahmad Mufti, Prana Ugiana Gio, Anjar Dimara Sakti, Rung-Ching Chen, Maengseok Noh, Bens Pardamean
2024	—	`conf`	Knowledge Graph-Enhanced Semantic Cache for Low-Latency and Cost-Effective Inference in Large Language Models. ICIMTech Nicholas Dominic, Bens Pardamean
2024	C	`conf`	Mapping the Scientific Landscape of Integrated Scheduling Towards Industry 5.0 with A Bibliometric Analysis. ISM Anak Agung Ayu Putri Ardyanti, Zhiqiang Xie, Andrea Stevens Karnyoto, Bens Pardamean, Ni Made Estiyanti
2024	J	`jnl`	Understanding Pediatric Health Trends in Papua: Insights From SUSENAS, RISKESDAS, Remote Sensing, and Its Relevance to Prabowo and Gibran's Free Lunch and Milk Program. IEEE Access Rezzy Eko Caraka, Khairunnisa Supardi, Puspita Anggraini Kaban, Robert Kurniawan, Prana Ugiana Gio, Yunho Kim, Syihabuddin Ahmad Mufti, Rung-Ching Chen, Muhammad Khahfi Zuhanda, Avia Enggar Tyasti, Noor Ell Goldameir, Bens Pardamean
2023	—	`conf`	Automatic Smart Crawling on Twitter for Weather Information in Indonesia. ICCSCI Kartika Purwandari, Reza Bayu Perdana, Join W. C. Sigalingging, Reza Rahutomo, Bens Pardamean
2023	J	`jnl`	Boosting Algorithm to Handle Unbalanced Classification of PM IEEE Access Toni Toharudin, Rezzy Eko Caraka, Indah Reski Pratiwi, Yunho Kim, Prana Ugiana Gio, Anjar Dimara Sakti, Maengseok Noh, Farid Azhar Lutfi Nugraha, Resa Septiani Pontoh, Tafia Hasna Putri, Thalita Safa Azzahra, Jessica Jesslyn Cerelia, Gumgum Darmawan, Bens Pardamean
2023	—	`conf`	Count-Data Mixed Models of Topical Tweets: A Case of Indonesia Flood Events. ICCSCI Alam Ahmad Hidayat, Bens Pardamean
2023	—	`conf`	Determining Variables Associated with Annual Oil Palm Yield: An Explainable Gradient Boosting Approach. ICCSCI Gregorius Natanael Elwirehardja, Teddy Suparyanto, Miftakhurrokhmat, Bens Pardamean
2023	—	`conf`	Digital Twin (DT) Smart City for Air Quality Management. ICCSCI Dedy Ariansyah, Mahmud Isnan, Reza Rahutomo, Bens Pardamean
2023	J	`jnl`	Free trade as domestic, economic, and strategic issues: a big data analytics approach. J. Big Data Moch Faisal Karim, Reza Rahutomo, Ida Bagus Kerthyayana Manuaba, Kartika Purwandari, Tirta Nugraha Mursitama, Bens Pardamean
2023	—	`conf`	Fundamental Components of Microlearning for Sustainable Quality Education: A Systematic Literature Review. ICIMTech Reza Rahutomo, Siti Elda Hiererra, Yulyani Arifin, Muhamad Nanang Suprayogi, Bens Pardamean
2023	—	`conf`	Implementation of Computer Vision of Jakarta Weather Image Categorization Using ResNet. ICCSCI Kartika Purwandari, Join W. C. Sigalingging, Alam Ahmad Hidayat, Tjeng Wawan Cenggoro, Bens Pardamean
2023	—	`conf`	Indonesian Agricultural-crops Classification Using Transfer Learning Model. ICCSCI Mahmud Isnan, Alam Ahmad Hidayat, Bens Pardamean
2023	—	`conf`	Long Short-Term Memory-based Models for Sleep Quality Prediction from Wearable Device Time Series Data. ICCSCI Alam Ahmad Hidayat, Arif Budiarto, Bens Pardamean
2023	—	`conf`	Machine Learning Approach for Single Nucleotide Polymorphism Selection in Genetic Testing Results. ICCSCI Joko Pebrianto Trinugroho, Alam Ahmad Hidayat, Mahmud Isnan, Bens Pardamean
2023	—	`conf`	Machine Learning Approaches in Detecting Autism Spectrum Disorder. ICCSCI Daniel, Nicholas Dominic, Tjeng Wawan Cenggoro, Bens Pardamean
2023	—	`conf`	Machine Learning Implementations in Childhood Stunting Research: A Systematic Literature Review. ICIMTech Reza Rahutomo, Gregorius Natanael Elwirehardja, Mahmud Isnan, Faisal Asadi, Bens Pardamean
2023	—	`conf`	Mobile Application Implementation as Agriculture 4.0 Strategy for Sugarcane Yield Prediction. CHIuXiD Hanggar Ganara Mawandha, Reza Rahutomo, Teddy Suparyanto, Bens Pardamean
2023	—	`conf`	Multivariate Time-Series Deep Learning for Joint Prediction of Temperature and Relative Humidity in a Closed Space. ICCSCI Fergyanto E. Gunawan, Arief S. Budiman, Bens Pardamean, Endang Juana, Sugiarto Romeli, Tjeng Wawan Cenggoro, Kartika Purwandari, Alam A. Hidayat, Anak Agung Ngurah Perwira Redi, Muhammad Asrol
2023	—	`conf`	Sentiment Analysis for TikTok Review Using VADER Sentiment and SVM Model. ICCSCI Mahmud Isnan, Gregorius Natanael Elwirehardja, Bens Pardamean
2023	—	`conf`	Standard Multi-Layer Perceptron on Positive - Unlabeled Glycosylation Site Dataset. ICCSCI Bharuno Mahesworo, Tjeng Wawan Cenggoro, Favorisen Rosyking Lumbanraja, Bens Pardamean
2023	—	`conf`	Systematic Literature Review on Statistics and Machine Learning Predictive Models for Rice Phenotypes. ICCSCI Nicholas Dominic, Tjeng Wawan Cenggoro, Bens Pardamean
2023	—	`conf`	Utilizing Semi-supervised Method in Predicting BRCA1 Pathogenicity Variants. ICCSCI Alam Ahmad Hidayat, Joko Pebrianto Trinugroho, Rudi Nirwantono, Digdo Sudigyo, Bens Pardamean
2022	—	`conf`	A Design of Childhood Stunting Assessment Feature with Agile UX Approach. CHIuXiD Reza Rahutomo, Anzaludin Samsinga Perbangsa, Faisal Asadi, Rudi Nirwantono, Bens Pardamean
2022	J	`jnl`	AI-Based Learning Style Prediction in Online Learning for Primary Education. IEEE Access Bens Pardamean, Teddy Suparyanto, Tjeng Wawan Cenggoro, Digdo Sudigyo, Andri Anugrahana
2022	J	`jnl`	Albatross analytics a hands-on into practice: statistical and data science application. J. Big Data Rezzy Eko Caraka, Youngjo Lee, Jeongseop Han, Hangbin Lee, Maengseok Noh, Il Do Ha, Prana Ugiana Gio, Bens Pardamean
2022	J	`jnl`	Counting people inside a region-of-interest in CCTV footage with deep learning. PeerJ Comput. Sci. Bens Pardamean, Faizal Abid, Tjeng Wawan Cenggoro, Gregorius Natanael Elwirehardja, Hery Harjono Muljo
2022	—	`conf`	Data Mining for the Global Multiplex Weekly Average Income Analysis. CENTERIS/ProjMAN/HCist Nicholas Dominic, Gregorius Natanael Elwirehardja, Bens Pardamean
2022	J	`jnl`	Database System for Storing Tuberculosis Sputum Sample Images as an AI Training Dataset. Int. J. Online Biomed. Eng. Hery Harjono Muljo, Anzaludin Samsinga Perbangsa, Tjeng Wawan Cenggoro, Kartika Purwandari, Digdo Sudigyo, Bens Pardamean
2022	—	`conf`	Decision Theory and Risk Simulation Analysis for Optimizing Profit in PayLater Services. CENTERIS/ProjMAN/HCist Nicholas Dominic, Bens Pardamean
2022	J	`jnl`	Moving Pedestrian Localization and Detection With Guided Filtering. IEEE Access Kahlil Muchtar, Al Bahri, Maya Fitria, Tjeng Wawan Cenggoro, Bens Pardamean, Adhiguna Mahendra, Muhammad Rizky Munggaran, Chih-Yang Lin
2021	J	`jnl`	Aggregating Time Series and Tabular Data in Deep Learning Model for University Students' GPA Prediction. IEEE Access Harjanto Prabowo, Alam Ahmad Hidayat, Tjeng Wawan Cenggoro, Reza Rahutomo, Kartika Purwandari, Bens Pardamean
2021	J	`jnl`	Cluster Around Latent Variable for Vulnerability Towards Natural Hazards, Non-Natural Hazards, Social Hazards in West Papua. IEEE Access Rezzy Eko Caraka, Youngjo Lee, Rung Ching Chen, Toni Toharudin, Prana Ugiana Gio, Robert Kurniawan, Bens Pardamean
2021	J	`jnl`	Connecting Climate and Communicable Disease to Penta Helix Using Hierarchical Likelihood Structural Equation Modelling. Symmetry Rezzy Eko Caraka, Maengseok Noh, Rung-Ching Chen, Youngjo Lee, Prana Ugiana Gio, Bens Pardamean
2021	—	`conf`	Designing User Interface with UML and CRUD Concept for IoT-Based Water Quality Analysis Tool. CHIuXiD Reza Rahutomo, Hermantoro, Andreas Wahyu Krisdiarto, Arief Ika Uktoro, Teddy Suparyanto, Bens Pardamean
2021	J	`jnl`	Evolving Hybrid Cascade Neural Network Genetic Algorithm Space-Time Forecasting. Symmetry Rezzy Eko Caraka, Hasbi Yasin, Rung-Ching Chen, Noor Ell Goldameir, Budi Darmawan Supatmanto, Toni Toharudin, Mohammad Basyuni, Prana Ugiana Gio, Bens Pardamean
2021	—	`conf`	Lightweight Pedestrian Detection through Guided Filtering and Deep Learning. GCCE Kahlil Muchtar, Khairun Saddami, Akhyar Bintang, Tjeng Wawan Cenggoro, Bens Pardamean, Chih-Yang Lin, Tia Ernita
2021	J	`jnl`	SSMFN: a fused spatial and sequential deep learning model for methylation site prediction. PeerJ Comput. Sci. Favorisen Rosyking Lumbanraja, Bharuno Mahesworo, Tjeng Wawan Cenggoro, Digdo Sudigyo, Bens Pardamean
2021	J	`jnl`	The fundamental variable of stress detection in health information system to measure health worker's current mental health. Int. J. Medical Eng. Informatics Bens Pardamean, Wikaria Gazali, Hery Harjono Muljo, Teddy Suparyanto, Bharuno Mahesworo
2020	J	`jnl`	A Platform for Electronic Health Record Sharing in Environments with Scarce Resource Using Cloud Computing. Int. J. Online Biomed. Eng. Muhamad Fitra Kacamarga, Arif Budiarto, Bens Pardamean
2020	J	`jnl`	TAM as a Model to Understand the Intention of Using a Mobile-based Cancer Early Detection Learning Application. Int. J. Online Biomed. Eng. Hery Harjono Muljo, Bens Pardamean, Anzaludin Samsinga Perbangsa, Yulius Lie, Kartika Purwandari, Bharuno Mahesworo, Alam Ahmad Hidayat, Tjeng Wawan Cenggoro
2020	J	`jnl`	Transfer-Learning-Aware Neuro-Evolution for Diseases Detection in Chest X-Ray Images. CoRR Albert Susanto, Herman, Tjeng Wawan Cenggoro, Suharjito, Bens Pardamean
2019	—	`conf`	An Evaluation of Deep Neural Network Performance on Limited Protein Phosphorylation Site Prediction Data. ICCSCI Favorisen Rosyking Lumbanraja, Bharuno Mahesworo, Tjeng Wawan Cenggoro, Arif Budiarto, Bens Pardamean
2019	—	`conf`	Analysis of Acoustic Features in Gender Identification Model for English and Bahasa Indonesia Telephone Speeches. ICCSCI Muhamad Fitra Kacamarga, Tjeng Wawan Cenggoro, Arif Budiarto, Reza Rahutomo, Bens Pardamean
2019	J	`jnl`	Assessment of Online Learning Application for Health Education. Int. J. Online Biomed. Eng. Hery Harjono Muljo, Anzaludin Samsinga Perbangsa, Bens Pardamean
2019	—	`conf`	Biclustering Method to Capture the Spatial Pattern and to Identify the Causes of Social Vulnerability in Indonesia: A New Recommendation for Disaster Mitigation Policy. ICCSCI Puspita Anggraini Kaban, Robert Kurniawan, Rezzy Eko Caraka, Bens Pardamean, Budi Yuniarto, Sukim
2019	—	`conf`	Comparing the Accuracy of Multiple Commercial Wearable Devices: A Method. ICCSCI Bens Pardamean, Haryono Soeparno, Bharuno Mahesworo, Arif Budiarto, James W. Baurley
2019	—	`conf`	Fast and Effective Clustering Method for Ancestry Estimation. ICCSCI Arif Budiarto, Bharuno Mahesworo, James W. Baurley, Teddy Suparyanto, Bens Pardamean
2019	—	`conf`	Features Importance in Classification Models for Colorectal Cancer Cases Phenotype in Indonesia. ICCSCI Tjeng Wawan Cenggoro, Bharuno Mahesworo, Arif Budiarto, James W. Baurley, Teddy Suparyanto, Bens Pardamean
2019	J	`jnl`	Improving Early Cancer Detection Knowledge through Mobile Learning Application. Int. J. Online Biomed. Eng. Hery Harjono Muljo, Anzaludin Samsinga Perbangsa, Yulius Lie, Bens Pardamean
2019	J	`jnl`	Prediction of Status Particulate Matter 2.5 Using State Markov Chain Stochastic Process and HYBRID VAR-NN-PSO. IEEE Access Rezzy Eko Caraka, Rung Ching Chen, Toni Toharudin, Bens Pardamean, Hasbi Yasin, Shih-Hung Wu
2019	J	`jnl`	Using transfer learning for smart building management system. J. Big Data Bens Pardamean, Hery Harjono Muljo, Tjeng Wawan Cenggoro, Bloomest Jansen Chandra, Reza Rahutomo
2018	J	`jnl`	A Web Portal for Rice Crop Improvements. Int. J. Web Portals James W. Baurley, Arif Budiarto, Muhamad Fitra Kacamarga, Bens Pardamean
2018	—	`conf`	An Improved Version of Texture-based Foreground Segmentation: Block-based Adaptive Segmenter. ICCSCI Kahlil Muchtar, Faris Rahman, Tjeng Wawan Cenggoro, Arif Budiarto, Bens Pardamean
2018	—	`conf`	Ecological Show Cave and Wild Cave: Negative Binomial Gllvm's Arthropod Community Modelling. ICCSCI Rezzy Eko Caraka, Shamarina Shohaimi, Isma Dwi Kurniawan, Riki Herliansyah, Arif Budiarto, Shinta Purnama Sari, Bens Pardamean
2018	J	`jnl`	Information Technology Infrastructure for Agriculture Genotyping Studies. J. Inf. Process. Syst. Bens Pardamean, James W. Baurley, Anzaludin S. Perbangsa, Dwinita Utami, Habib Rijzaani, Dani Satyawan
2018	J	`jnl`	Mobile Learning for Early Detection of Cancer. Int. J. Interact. Mob. Technol. Hery Harjono Muljo, Anzaludin S. Perbangsa, Yulius, Bens Pardamean
2018	—	`conf`	Transfer Learning from Chest X-Ray Pre-trained Convolutional Neural Network for Learning Mammogram Data. ICCSCI Bens Pardamean, Tjeng Wawan Cenggoro, Reza Rahutomo, Arif Budiarto, Ettikan Kandasamy Karuppiah
2018	J	`jnl`	Utilizing Mobile-based Deep Learning Model for Managing Video in Knowledge Management System. Int. J. Interact. Mob. Technol. Harjanto Prabowo, Tjeng Wawan Cenggoro, Arif Budiarto, Anzaludin S. Perbangsa, Hery Harjono Muljo, Bens Pardamean
2017	J	`jnl`	The Development of Blended-Learning Teaching Portfolio Course Using TBL Approach. Int. J. Virtual Pers. Learn. Environ. Bens Pardamean, Harjanto Prabowo, Hery Harjono Muljo, Teddy Suparyanto, Eryadi Masli, Jerome Donovan
2017	J	`jnl`	The Implementation of Online Learning for Early Detection of Cervical Cancer. J. Comput. Sci. Hery Harjono Muljo, Bens Pardamean, Anzaludin S. Perbangsa
2014	—	`conf`	A Bioinformatics Workflow for Genetic Association Studies of Traits in Indonesian Rice. ICT-EurAsia James W. Baurley, Bens Pardamean, Anzaludin S. Perbangsa, Dwinita Utami, Habib Rijzaani, Dani Satyawan
2014	J	`jnl`	Critical Success Factors-based Content Management System Development for Small and Medium Size Enterprises. J. Comput. Sci. Yulius Lie, Bens Pardamean
2014	—	`conf`	Enhancing the Use of Digital Model with Team-Based Learning Approach in Science Teaching. ICT-EurAsia Bens Pardamean, Teddy Suparyanto, Suyanta, Eryadi Masli, Jerome Donovan
2014	J	`jnl`	Information System Model of A Work-Plan Budget. J. Softw. Bens Pardamean, Hutanti Setyodewi
2014	J	`jnl`	Users' Interest Assessment on Job Portal. Int. J. Web Portals Sudiana, Bens Pardamean
2013	J	`jnl`	An Application of Backpropagation Artificial Neural Network Method for Measuring The Severity of Osteoarthritis. CoRR Dian Pratiwi, Diaz D. Santika, Bens Pardamean
2013	J	`jnl`	Expert-System based Medical Stroke Prevention. J. Comput. Sci. Anindito, Bens Pardamean, Robby Christian, Bahtiar Saleh Abbas
2013	—	`conf`	Information Systems Strategic Planning for a Naval Hospital. ICT-EurAsia Hery Harjono Muljo, Bens Pardamean
2013	J	`jnl`	School Information Systems Design for Mobile phones. J. Comput. Sci. Kelvinnicky Gunawan, Bens Pardamean