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2020 – today
- 2024
[j33]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:
Investigating Adolescent Vulnerability in Indonesia: A Socio-Remote Sensing Big Data Analytics Study Using Night Light Data. IEEE Access 12: 14800-14818 (2024)- [j32]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:
Fine-Tuning of Predictive Models CNN-LSTM and CONV-LSTM for Nowcasting PM2.5 Level. IEEE Access 12: 28988-29003 (2024) - [j31]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:
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 12: 51536-51555 (2024) - 2023
- [j30]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:
Boosting Algorithm to Handle Unbalanced Classification of PM2.5 Concentration Levels by Observing Meteorological Parameters in Jakarta-Indonesia Using AdaBoost, XGBoost, CatBoost, and LightGBM. IEEE Access 11: 35680-35696 (2023) - [j29]Moch Faisal Karim, Reza Rahutomo, Ida Bagus Kerthyayana Manuaba, Kartika Purwandari, Tirta Nugraha Mursitama, Bens Pardamean:
Free trade as domestic, economic, and strategic issues: a big data analytics approach. J. Big Data 10(1): 44 (2023) - [c34]Hanggar Ganara Mawandha, Reza Rahutomo, Teddy Suparyanto, Bens Pardamean:
Mobile Application Implementation as Agriculture 4.0 Strategy for Sugarcane Yield Prediction. CHIuXiD 2023: 23-27 - [c33]Alam Ahmad Hidayat, Joko Pebrianto Trinugroho, Rudi Nirwantono, Digdo Sudigyo, Bens Pardamean:
Utilizing Semi-supervised Method in Predicting BRCA1 Pathogenicity Variants. ICCSCI 2023: 36-45 - [c32]Joko Pebrianto Trinugroho, Alam Ahmad Hidayat, Mahmud Isnan, Bens Pardamean:
Machine Learning Approach for Single Nucleotide Polymorphism Selection in Genetic Testing Results. ICCSCI 2023: 46-54 - [c31]Mahmud Isnan, Alam Ahmad Hidayat, Bens Pardamean:
Indonesian Agricultural-crops Classification Using Transfer Learning Model. ICCSCI 2023: 128-136 - [c30]Mahmud Isnan, Gregorius Natanael Elwirehardja, Bens Pardamean:
Sentiment Analysis for TikTok Review Using VADER Sentiment and SVM Model. ICCSCI 2023: 168-175 - [c29]Gregorius Natanael Elwirehardja, Teddy Suparyanto, Miftakhurrokhmat, Bens Pardamean:
Determining Variables Associated with Annual Oil Palm Yield: An Explainable Gradient Boosting Approach. ICCSCI 2023: 262-271 - [c28]Dedy Ariansyah, Mahmud Isnan, Reza Rahutomo, Bens Pardamean:
Digital Twin (DT) Smart City for Air Quality Management. ICCSCI 2023: 524-533 - [c27]Kartika Purwandari, Reza Bayu Perdana, Join W. C. Sigalingging, Reza Rahutomo, Bens Pardamean:
Automatic Smart Crawling on Twitter for Weather Information in Indonesia. ICCSCI 2023: 795-804 - [c26]Alam Ahmad Hidayat, Bens Pardamean:
Count-Data Mixed Models of Topical Tweets: A Case of Indonesia Flood Events. ICCSCI 2023: 805-812 - [c25]Kartika Purwandari, Join W. C. Sigalingging, Alam Ahmad Hidayat, Tjeng Wawan Cenggoro, Bens Pardamean:
Implementation of Computer Vision of Jakarta Weather Image Categorization Using ResNet. ICCSCI 2023: 813-822 - [c24]Bharuno Mahesworo, Tjeng Wawan Cenggoro, Favorisen Rosyking Lumbanraja, Bens Pardamean:
Standard Multi-Layer Perceptron on Positive - Unlabeled Glycosylation Site Dataset. ICCSCI 2023: 833-839 - [c23]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:
Multivariate Time-Series Deep Learning for Joint Prediction of Temperature and Relative Humidity in a Closed Space. ICCSCI 2023: 1046-1053 - [c22]Nicholas Dominic, Tjeng Wawan Cenggoro, Bens Pardamean:
Systematic Literature Review on Statistics and Machine Learning Predictive Models for Rice Phenotypes. ICCSCI 2023: 1054-1061 - [c21]Alam Ahmad Hidayat, Arif Budiarto, Bens Pardamean:
Long Short-Term Memory-based Models for Sleep Quality Prediction from Wearable Device Time Series Data. ICCSCI 2023: 1062-1069 - [c20]Daniel, Nicholas Dominic, Tjeng Wawan Cenggoro, Bens Pardamean:
Machine Learning Approaches in Detecting Autism Spectrum Disorder. ICCSCI 2023: 1070-1076 - [c19]Reza Rahutomo, Gregorius Natanael Elwirehardja, Mahmud Isnan, Faisal Asadi, Bens Pardamean:
Machine Learning Implementations in Childhood Stunting Research: A Systematic Literature Review. ICIMTech 2023: 229-234 - [c18]Reza Rahutomo, Siti Elda Hiererra, Yulyani Arifin, Muhamad Nanang Suprayogi, Bens Pardamean:
Fundamental Components of Microlearning for Sustainable Quality Education: A Systematic Literature Review. ICIMTech 2023: 684-689 - 2022
- [j28]Bens Pardamean, Teddy Suparyanto, Tjeng Wawan Cenggoro, Digdo Sudigyo, Andri Anugrahana:
AI-Based Learning Style Prediction in Online Learning for Primary Education. IEEE Access 10: 35725-35735 (2022) - [j27]Kahlil Muchtar, Al Bahri, Maya Fitria, Tjeng Wawan Cenggoro, Bens Pardamean, Adhiguna Mahendra, Muhammad Rizky Munggaran, Chih-Yang Lin:
Moving Pedestrian Localization and Detection With Guided Filtering. IEEE Access 10: 89181-89196 (2022) - [j26]Hery Harjono Muljo, Anzaludin Samsinga Perbangsa, Tjeng Wawan Cenggoro, Kartika Purwandari, Digdo Sudigyo, Bens Pardamean:
Database System for Storing Tuberculosis Sputum Sample Images as an AI Training Dataset. Int. J. Online Biomed. Eng. 18(15): 109-121 (2022) - [j25]Rezzy Eko Caraka, Youngjo Lee, Jeongseop Han, Hangbin Lee, Maengseok Noh, Il Do Ha, Prana Ugiana Gio, Bens Pardamean:
Albatross analytics a hands-on into practice: statistical and data science application. J. Big Data 9(1): 70 (2022) - [j24]Bens Pardamean, Faizal Abid, Tjeng Wawan Cenggoro, Gregorius Natanael Elwirehardja, Hery Harjono Muljo:
Counting people inside a region-of-interest in CCTV footage with deep learning. PeerJ Comput. Sci. 8: e1067 (2022) - [c17]Nicholas Dominic, Gregorius Natanael Elwirehardja, Bens Pardamean:
Data Mining for the Global Multiplex Weekly Average Income Analysis. CENTERIS/ProjMAN/HCist 2022: 52-59 - [c16]Nicholas Dominic, Bens Pardamean:
Decision Theory and Risk Simulation Analysis for Optimizing Profit in PayLater Services. CENTERIS/ProjMAN/HCist 2022: 60-67 - [c15]Reza Rahutomo, Anzaludin Samsinga Perbangsa, Faisal Asadi, Rudi Nirwantono, Bens Pardamean:
A Design of Childhood Stunting Assessment Feature with Agile UX Approach. CHIuXiD 2022: 1-6 - 2021
- [j23]Rezzy Eko Caraka, Youngjo Lee, Rung Ching Chen, Toni Toharudin, Prana Ugiana Gio, Robert Kurniawan, Bens Pardamean:
Cluster Around Latent Variable for Vulnerability Towards Natural Hazards, Non-Natural Hazards, Social Hazards in West Papua. IEEE Access 9: 1972-1986 (2021) - [j22]Harjanto Prabowo, Alam Ahmad Hidayat, Tjeng Wawan Cenggoro, Reza Rahutomo, Kartika Purwandari, Bens Pardamean:
Aggregating Time Series and Tabular Data in Deep Learning Model for University Students' GPA Prediction. IEEE Access 9: 87370-87377 (2021) - [j21]Bens Pardamean, Wikaria Gazali, Hery Harjono Muljo, Teddy Suparyanto, Bharuno Mahesworo:
The fundamental variable of stress detection in health information system to measure health worker's current mental health. Int. J. Medical Eng. Informatics 13(5): 397-409 (2021) - [j20]Favorisen Rosyking Lumbanraja, Bharuno Mahesworo, Tjeng Wawan Cenggoro, Digdo Sudigyo, Bens Pardamean:
SSMFN: a fused spatial and sequential deep learning model for methylation site prediction. PeerJ Comput. Sci. 7: e683 (2021) - [j19]Rezzy Eko Caraka, Maengseok Noh, Rung-Ching Chen, Youngjo Lee, Prana Ugiana Gio, Bens Pardamean:
Connecting Climate and Communicable Disease to Penta Helix Using Hierarchical Likelihood Structural Equation Modelling. Symmetry 13(4): 657 (2021) - [j18]Rezzy Eko Caraka, Hasbi Yasin, Rung-Ching Chen, Noor Ell Goldameir, Budi Darmawan Supatmanto, Toni Toharudin, Mohammad Basyuni, Prana Ugiana Gio, Bens Pardamean:
Evolving Hybrid Cascade Neural Network Genetic Algorithm Space-Time Forecasting. Symmetry 13(7): 1158 (2021) - [c14]Reza Rahutomo, Hermantoro, Andreas Wahyu Krisdiarto, Arief Ika Uktoro, Teddy Suparyanto, Bens Pardamean:
Designing User Interface with UML and CRUD Concept for IoT-Based Water Quality Analysis Tool. CHIuXiD 2021: 39-43 - [c13]Kahlil Muchtar, Khairun Saddami, Akhyar Bintang, Tjeng Wawan Cenggoro, Bens Pardamean, Chih-Yang Lin, Tia Ernita:
Lightweight Pedestrian Detection through Guided Filtering and Deep Learning. GCCE 2021: 629-630 - 2020
- [j17]Hery Harjono Muljo, Bens Pardamean, Anzaludin Samsinga Perbangsa, Yulius Lie, Kartika Purwandari, Bharuno Mahesworo, Alam Ahmad Hidayat, Tjeng Wawan Cenggoro:
TAM as a Model to Understand the Intention of Using a Mobile-based Cancer Early Detection Learning Application. Int. J. Online Biomed. Eng. 16(2): 80-93 (2020) - [j16]Muhamad Fitra Kacamarga, Arif Budiarto, Bens Pardamean:
A Platform for Electronic Health Record Sharing in Environments with Scarce Resource Using Cloud Computing. Int. J. Online Biomed. Eng. 16(9): 63-76 (2020) - [i2]Albert Susanto, Herman, Tjeng Wawan Cenggoro, Suharjito, Bens Pardamean:
Transfer-Learning-Aware Neuro-Evolution for Diseases Detection in Chest X-Ray Images. CoRR abs/2004.07136 (2020)
2010 – 2019
- 2019
- [j15]Rezzy Eko Caraka, Rung Ching Chen, Toni Toharudin, Bens Pardamean, Hasbi Yasin, Shih-Hung Wu:
Prediction of Status Particulate Matter 2.5 Using State Markov Chain Stochastic Process and HYBRID VAR-NN-PSO. IEEE Access 7: 161654-161665 (2019) - [j14]Hery Harjono Muljo, Anzaludin Samsinga Perbangsa, Yulius Lie, Bens Pardamean:
Improving Early Cancer Detection Knowledge through Mobile Learning Application. Int. J. Online Biomed. Eng. 15(2): 60-70 (2019) - [j13]Hery Harjono Muljo, Anzaludin Samsinga Perbangsa, Bens Pardamean:
Assessment of Online Learning Application for Health Education. Int. J. Online Biomed. Eng. 15(12): 69-80 (2019) - [j12]Bens Pardamean, Hery Harjono Muljo, Tjeng Wawan Cenggoro, Bloomest Jansen Chandra, Reza Rahutomo:
Using transfer learning for smart building management system. J. Big Data 6: 110 (2019) - [c12]Favorisen Rosyking Lumbanraja, Bharuno Mahesworo, Tjeng Wawan Cenggoro, Arif Budiarto, Bens Pardamean:
An Evaluation of Deep Neural Network Performance on Limited Protein Phosphorylation Site Prediction Data. ICCSCI 2019: 25-30 - [c11]Puspita Anggraini Kaban, Robert Kurniawan, Rezzy Eko Caraka, Bens Pardamean, Budi Yuniarto, Sukim:
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 2019: 31-37 - [c10]Muhamad Fitra Kacamarga, Tjeng Wawan Cenggoro, Arif Budiarto, Reza Rahutomo, Bens Pardamean:
Analysis of Acoustic Features in Gender Identification Model for English and Bahasa Indonesia Telephone Speeches. ICCSCI 2019: 199-204 - [c9]Arif Budiarto, Bharuno Mahesworo, James W. Baurley, Teddy Suparyanto, Bens Pardamean:
Fast and Effective Clustering Method for Ancestry Estimation. ICCSCI 2019: 306-312 - [c8]Tjeng Wawan Cenggoro, Bharuno Mahesworo, Arif Budiarto, James W. Baurley, Teddy Suparyanto, Bens Pardamean:
Features Importance in Classification Models for Colorectal Cancer Cases Phenotype in Indonesia. ICCSCI 2019: 313-320 - [c7]Bens Pardamean, Haryono Soeparno, Bharuno Mahesworo, Arif Budiarto, James W. Baurley:
Comparing the Accuracy of Multiple Commercial Wearable Devices: A Method. ICCSCI 2019: 567-572 - 2018
- [j11]Hery Harjono Muljo, Anzaludin S. Perbangsa, Yulius, Bens Pardamean:
Mobile Learning for Early Detection of Cancer. Int. J. Interact. Mob. Technol. 12(2): 39-53 (2018) - [j10]Harjanto Prabowo, Tjeng Wawan Cenggoro, Arif Budiarto, Anzaludin S. Perbangsa, Hery Harjono Muljo, Bens Pardamean:
Utilizing Mobile-based Deep Learning Model for Managing Video in Knowledge Management System. Int. J. Interact. Mob. Technol. 12(6): 62-73 (2018) - [j9]James W. Baurley, Arif Budiarto, Muhamad Fitra Kacamarga, Bens Pardamean:
A Web Portal for Rice Crop Improvements. Int. J. Web Portals 10(2): 15-31 (2018) - [j8]Bens Pardamean, James W. Baurley, Anzaludin S. Perbangsa, Dwinita Utami, Habib Rijzaani, Dani Satyawan:
Information Technology Infrastructure for Agriculture Genotyping Studies. J. Inf. Process. Syst. 14(3): 655-665 (2018) - [c6]Rezzy Eko Caraka, Shamarina Shohaimi, Isma Dwi Kurniawan, Riki Herliansyah, Arif Budiarto, Shinta Purnama Sari, Bens Pardamean:
Ecological Show Cave and Wild Cave: Negative Binomial Gllvm's Arthropod Community Modelling. ICCSCI 2018: 377-384 - [c5]Bens Pardamean, Tjeng Wawan Cenggoro, Reza Rahutomo, Arif Budiarto, Ettikan Kandasamy Karuppiah:
Transfer Learning from Chest X-Ray Pre-trained Convolutional Neural Network for Learning Mammogram Data. ICCSCI 2018: 400-407 - [c4]Kahlil Muchtar, Faris Rahman, Tjeng Wawan Cenggoro, Arif Budiarto, Bens Pardamean:
An Improved Version of Texture-based Foreground Segmentation: Block-based Adaptive Segmenter. ICCSCI 2018: 579-586 - 2017
- [j7]Bens Pardamean, Harjanto Prabowo, Hery Harjono Muljo, Teddy Suparyanto, Eryadi Masli, Jerome Donovan:
The Development of Blended-Learning Teaching Portfolio Course Using TBL Approach. Int. J. Virtual Pers. Learn. Environ. 7(1): 30-43 (2017) - [j6]Hery Harjono Muljo, Bens Pardamean, Anzaludin S. Perbangsa:
The Implementation of Online Learning for Early Detection of Cervical Cancer. J. Comput. Sci. 13(11): 600-607 (2017) - 2014
- [j5]Sudiana, Bens Pardamean:
Users' Interest Assessment on Job Portal. Int. J. Web Portals 6(1): 64-75 (2014) - [j4]Yulius Lie, Bens Pardamean:
Critical Success Factors-based Content Management System Development for Small and Medium Size Enterprises. J. Comput. Sci. 10(10): 2055-2059 (2014) - [j3]Bens Pardamean, Hutanti Setyodewi:
Information System Model of A Work-Plan Budget. J. Softw. 9(5): 1095-1106 (2014) - [c3]Bens Pardamean, Teddy Suparyanto, Suyanta, Eryadi Masli, Jerome Donovan:
Enhancing the Use of Digital Model with Team-Based Learning Approach in Science Teaching. ICT-EurAsia 2014: 267-276 - [c2]James W. Baurley, Bens Pardamean, Anzaludin S. Perbangsa, Dwinita Utami, Habib Rijzaani, Dani Satyawan:
A Bioinformatics Workflow for Genetic Association Studies of Traits in Indonesian Rice. ICT-EurAsia 2014: 356-364 - 2013
- [j2]Anindito, Bens Pardamean, Robby Christian, Bahtiar Saleh Abbas:
Expert-System based Medical Stroke Prevention. J. Comput. Sci. 9(9): 1099-1105 (2013) - [j1]Kelvinnicky Gunawan, Bens Pardamean:
School Information Systems Design for Mobile phones. J. Comput. Sci. 9(9): 1140-1145 (2013) - [c1]Hery Harjono Muljo, Bens Pardamean:
Information Systems Strategic Planning for a Naval Hospital. ICT-EurAsia 2013: 202-213 - [i1]Dian Pratiwi, Diaz D. Santika, Bens Pardamean:
An Application of Backpropagation Artificial Neural Network Method for Measuring The Severity of Osteoarthritis. CoRR abs/1309.7522 (2013)
Coauthor Index
Anzaludin S. Perbangsa
aka: Anzaludin Samsinga Perbangsa
aka: Anzaludin Samsinga Perbangsa
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last updated on 2024-10-07 21:14 CEST by the dblp team
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