Bens Pardamean

According to our database, Bens Pardamean authored at least 69 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Investigating Adolescent Vulnerability in Indonesia: A Socio-Remote Sensing Big Data Analytics Study Using Night Light Data.

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

IEEE Access, 2024

Fine-Tuning of Predictive Models CNN-LSTM and CONV-LSTM for Nowcasting PM_2.5 Level.

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

IEEE Access, 2024

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.

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

IEEE Access, 2024

2023

Free trade as domestic, economic, and strategic issues: a big data analytics approach.

Moch Faisal Karim, Reza Rahutomo, Ida Bagus Kerthyayana Manuaba, Kartika Purwandari, Tirta Nugraha Mursitama, Bens Pardamean

J. Big Data, December, 2023

Boosting Algorithm to Handle Unbalanced Classification of PM_2.5 Concentration Levels by Observing Meteorological Parameters in Jakarta-Indonesia Using AdaBoost, XGBoost, CatBoost, and LightGBM.

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

IEEE Access, 2023

Fundamental Components of Microlearning for Sustainable Quality Education: A Systematic Literature Review.

Reza Rahutomo, Siti Elda Hiererra, Yulyani Arifin, Muhamad Nanang Suprayogi, Bens Pardamean

Proceedings of the International Conference on Information Management and Technology, 2023

Machine Learning Implementations in Childhood Stunting Research: A Systematic Literature Review.

Reza Rahutomo, Gregorius Natanael Elwirehardja, Mahmud Isnan, Faisal Asadi, Bens Pardamean

Proceedings of the International Conference on Information Management and Technology, 2023

Machine Learning Approach for Single Nucleotide Polymorphism Selection in Genetic Testing Results.

Joko Pebrianto Trinugroho, Alam Ahmad Hidayat, Mahmud Isnan, Bens Pardamean

Proceedings of the Empowering Smart Technology in Digital Era for Industry and Socity: The 8th International Conference on Computer Science and Computational Intelligence, 2023

Implementation of Computer Vision of Jakarta Weather Image Categorization Using ResNet.

Kartika Purwandari, Join W. C. Sigalingging, Alam Ahmad Hidayat, Tjeng Wawan Cenggoro, Bens Pardamean

Proceedings of the Empowering Smart Technology in Digital Era for Industry and Socity: The 8th International Conference on Computer Science and Computational Intelligence, 2023

Automatic Smart Crawling on Twitter for Weather Information in Indonesia.

Kartika Purwandari, Reza Bayu Perdana, Join W. C. Sigalingging, Reza Rahutomo, Bens Pardamean

Proceedings of the Empowering Smart Technology in Digital Era for Industry and Socity: The 8th International Conference on Computer Science and Computational Intelligence, 2023

Standard Multi-Layer Perceptron on Positive - Unlabeled Glycosylation Site Dataset.

Bharuno Mahesworo, Tjeng Wawan Cenggoro, Favorisen Rosyking Lumbanraja, Bens Pardamean

Proceedings of the Empowering Smart Technology in Digital Era for Industry and Socity: The 8th International Conference on Computer Science and Computational Intelligence, 2023

Indonesian Agricultural-crops Classification Using Transfer Learning Model.

Mahmud Isnan, Alam Ahmad Hidayat, Bens Pardamean

Proceedings of the Empowering Smart Technology in Digital Era for Industry and Socity: The 8th International Conference on Computer Science and Computational Intelligence, 2023

Sentiment Analysis for TikTok Review Using VADER Sentiment and SVM Model.

Mahmud Isnan, Gregorius Natanael Elwirehardja, Bens Pardamean

Proceedings of the Empowering Smart Technology in Digital Era for Industry and Socity: The 8th International Conference on Computer Science and Computational Intelligence, 2023

Utilizing Semi-supervised Method in Predicting BRCA1 Pathogenicity Variants.

Alam Ahmad Hidayat, Joko Pebrianto Trinugroho, Rudi Nirwantono, Digdo Sudigyo, Bens Pardamean

Proceedings of the Empowering Smart Technology in Digital Era for Industry and Socity: The 8th International Conference on Computer Science and Computational Intelligence, 2023

Count-Data Mixed Models of Topical Tweets: A Case of Indonesia Flood Events.

Alam Ahmad Hidayat, Bens Pardamean

Proceedings of the Empowering Smart Technology in Digital Era for Industry and Socity: The 8th International Conference on Computer Science and Computational Intelligence, 2023

Long Short-Term Memory-based Models for Sleep Quality Prediction from Wearable Device Time Series Data.

Alam Ahmad Hidayat, Arif Budiarto, Bens Pardamean

Proceedings of the Empowering Smart Technology in Digital Era for Industry and Socity: The 8th International Conference on Computer Science and Computational Intelligence, 2023

Multivariate Time-Series Deep Learning for Joint Prediction of Temperature and Relative Humidity in a Closed Space.

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

Proceedings of the Empowering Smart Technology in Digital Era for Industry and Socity: The 8th International Conference on Computer Science and Computational Intelligence, 2023

Determining Variables Associated with Annual Oil Palm Yield: An Explainable Gradient Boosting Approach.

Gregorius Natanael Elwirehardja, Teddy Suparyanto, Miftakhurrokhmat, Bens Pardamean

Proceedings of the Empowering Smart Technology in Digital Era for Industry and Socity: The 8th International Conference on Computer Science and Computational Intelligence, 2023

Systematic Literature Review on Statistics and Machine Learning Predictive Models for Rice Phenotypes.

Nicholas Dominic, Tjeng Wawan Cenggoro, Bens Pardamean

Proceedings of the Empowering Smart Technology in Digital Era for Industry and Socity: The 8th International Conference on Computer Science and Computational Intelligence, 2023

Machine Learning Approaches in Detecting Autism Spectrum Disorder.

Daniel, Nicholas Dominic, Tjeng Wawan Cenggoro, Bens Pardamean

Proceedings of the Empowering Smart Technology in Digital Era for Industry and Socity: The 8th International Conference on Computer Science and Computational Intelligence, 2023

Digital Twin (DT) Smart City for Air Quality Management.

Dedy Ariansyah, Mahmud Isnan, Reza Rahutomo, Bens Pardamean

Proceedings of the Empowering Smart Technology in Digital Era for Industry and Socity: The 8th International Conference on Computer Science and Computational Intelligence, 2023

Mobile Application Implementation as Agriculture 4.0 Strategy for Sugarcane Yield Prediction.

Hanggar Ganara Mawandha, Reza Rahutomo, Teddy Suparyanto, Bens Pardamean

Proceedings of the 9th International HCI and UX Conference in Indonesia, 2023

2022

Database System for Storing Tuberculosis Sputum Sample Images as an AI Training Dataset.

Hery Harjono Muljo, Anzaludin Samsinga Perbangsa, Tjeng Wawan Cenggoro, Kartika Purwandari, Digdo Sudigyo, Bens Pardamean

Int. J. Online Biomed. Eng., December, 2022

Counting people inside a region-of-interest in CCTV footage with deep learning.

Bens Pardamean, Faizal Abid, Tjeng Wawan Cenggoro, Gregorius Natanael Elwirehardja, Hery Harjono Muljo

PeerJ Comput. Sci., 2022

Albatross analytics a hands-on into practice: statistical and data science application.

Rezzy Eko Caraka, Youngjo Lee, Jeongseop Han, Hangbin Lee, Maengseok Noh, Il Do Ha, Prana Ugiana Gio, Bens Pardamean

J. Big Data, 2022

AI-Based Learning Style Prediction in Online Learning for Primary Education.

Bens Pardamean, Teddy Suparyanto, Tjeng Wawan Cenggoro, Digdo Sudigyo, Andri Anugrahana

IEEE Access, 2022

Moving Pedestrian Localization and Detection With Guided Filtering.

Kahlil Muchtar, Al Bahri, Maya Fitria, Tjeng Wawan Cenggoro, Bens Pardamean, Adhiguna Mahendra, Muhammad Rizky Munggaran, Chih-Yang Lin

IEEE Access, 2022

A Design of Childhood Stunting Assessment Feature with Agile UX Approach.

Reza Rahutomo, Anzaludin Samsinga Perbangsa, Faisal Asadi, Rudi Nirwantono, Bens Pardamean

Proceedings of the 8th International HCI and UX Conference in Indonesia, 2022

Decision Theory and Risk Simulation Analysis for Optimizing Profit in PayLater Services.

Nicholas Dominic, Bens Pardamean

Proceedings of the CENTERIS 2022 - International Conference on ENTERprise Information Systems / ProjMAN - International Conference on Project MANagement / HCist, 2022

Data Mining for the Global Multiplex Weekly Average Income Analysis.

Nicholas Dominic, Gregorius Natanael Elwirehardja, Bens Pardamean

Proceedings of the CENTERIS 2022 - International Conference on ENTERprise Information Systems / ProjMAN - International Conference on Project MANagement / HCist, 2022

2021

Evolving Hybrid Cascade Neural Network Genetic Algorithm Space-Time Forecasting.

Rezzy Eko Caraka, Hasbi Yasin, Rung-Ching Chen, Noor Ell Goldameir, Budi Darmawan Supatmanto, Toni Toharudin, Mohammad Basyuni, Prana Ugiana Gio, Bens Pardamean

Symmetry, 2021

Connecting Climate and Communicable Disease to Penta Helix Using Hierarchical Likelihood Structural Equation Modelling.

Rezzy Eko Caraka, Maengseok Noh, Rung-Ching Chen, Youngjo Lee, Prana Ugiana Gio, Bens Pardamean

Symmetry, 2021

SSMFN: a fused spatial and sequential deep learning model for methylation site prediction.

Favorisen Rosyking Lumbanraja, Bharuno Mahesworo, Tjeng Wawan Cenggoro, Digdo Sudigyo, Bens Pardamean

PeerJ Comput. Sci., 2021

The fundamental variable of stress detection in health information system to measure health worker's current mental health.

Bens Pardamean, Wikaria Gazali, Hery Harjono Muljo, Teddy Suparyanto, Bharuno Mahesworo

Int. J. Medical Eng. Informatics, 2021

Aggregating Time Series and Tabular Data in Deep Learning Model for University Students' GPA Prediction.

Harjanto Prabowo, Alam Ahmad Hidayat, Tjeng Wawan Cenggoro, Reza Rahutomo, Kartika Purwandari, Bens Pardamean

IEEE Access, 2021

Cluster Around Latent Variable for Vulnerability Towards Natural Hazards, Non-Natural Hazards, Social Hazards in West Papua.

Rezzy Eko Caraka, Youngjo Lee, Rung Ching Chen, Toni Toharudin, Prana Ugiana Gio, Robert Kurniawan, Bens Pardamean

IEEE Access, 2021

Lightweight Pedestrian Detection through Guided Filtering and Deep Learning.

Kahlil Muchtar, Khairun Saddami, Akhyar Bintang, Tjeng Wawan Cenggoro, Bens Pardamean, Chih-Yang Lin, Tia Ernita

Proceedings of the 10th IEEE Global Conference on Consumer Electronics, 2021

Designing User Interface with UML and CRUD Concept for IoT-Based Water Quality Analysis Tool.

Reza Rahutomo, Hermantoro, Andreas Wahyu Krisdiarto, Arief Ika Uktoro, Teddy Suparyanto, Bens Pardamean

Proceedings of the 7th International HCI and UX Conference in Indonesia, 2021

2020

TAM as a Model to Understand the Intention of Using a Mobile-based Cancer Early Detection Learning Application.

Hery Harjono Muljo, Bens Pardamean, Anzaludin Samsinga Perbangsa, Yulius Lie, Kartika Purwandari, Bharuno Mahesworo, Alam Ahmad Hidayat, Tjeng Wawan Cenggoro

Int. J. Online Biomed. Eng., 2020

A Platform for Electronic Health Record Sharing in Environments with Scarce Resource Using Cloud Computing.

Muhamad Fitra Kacamarga, Arif Budiarto, Bens Pardamean

Int. J. Online Biomed. Eng., 2020

Transfer-Learning-Aware Neuro-Evolution for Diseases Detection in Chest X-Ray Images.

Albert Susanto, Herman, Tjeng Wawan Cenggoro, Suharjito, Bens Pardamean

CoRR, 2020

2019

Using transfer learning for smart building management system.

Bens Pardamean, Hery Harjono Muljo, Tjeng Wawan Cenggoro, Bloomest Jansen Chandra, Reza Rahutomo

J. Big Data, 2019

Assessment of Online Learning Application for Health Education.

Hery Harjono Muljo, Anzaludin Samsinga Perbangsa, Bens Pardamean

Int. J. Online Biomed. Eng., 2019

Improving Early Cancer Detection Knowledge through Mobile Learning Application.

Hery Harjono Muljo, Anzaludin Samsinga Perbangsa, Yulius Lie, Bens Pardamean

Int. J. Online Biomed. Eng., 2019

Prediction of Status Particulate Matter 2.5 Using State Markov Chain Stochastic Process and HYBRID VAR-NN-PSO.

Rezzy Eko Caraka, Rung Ching Chen, Toni Toharudin, Bens Pardamean, Hasbi Yasin, Shih-Hung Wu

IEEE Access, 2019

Comparing the Accuracy of Multiple Commercial Wearable Devices: A Method.

Bens Pardamean, Haryono Soeparno, Bharuno Mahesworo, Arif Budiarto, James W. Baurley

Proceedings of the Enabling Collaboration to Escalate Impact of Research Results for Society: The 4th International Conference on Computer Science and Computational Intelligence, 2019

An Evaluation of Deep Neural Network Performance on Limited Protein Phosphorylation Site Prediction Data.

Favorisen Rosyking Lumbanraja, Bharuno Mahesworo, Tjeng Wawan Cenggoro, Arif Budiarto, Bens Pardamean

Proceedings of the Enabling Collaboration to Escalate Impact of Research Results for Society: The 4th International Conference on Computer Science and Computational Intelligence, 2019

Analysis of Acoustic Features in Gender Identification Model for English and Bahasa Indonesia Telephone Speeches.

Muhamad Fitra Kacamarga, Tjeng Wawan Cenggoro, Arif Budiarto, Reza Rahutomo, Bens Pardamean

Proceedings of the Enabling Collaboration to Escalate Impact of Research Results for Society: The 4th International Conference on Computer Science and Computational Intelligence, 2019

Biclustering Method to Capture the Spatial Pattern and to Identify the Causes of Social Vulnerability in Indonesia: A New Recommendation for Disaster Mitigation Policy.

Puspita Anggraini Kaban, Robert Kurniawan, Rezzy Eko Caraka, Bens Pardamean, Budi Yuniarto, Sukim

Proceedings of the Enabling Collaboration to Escalate Impact of Research Results for Society: The 4th International Conference on Computer Science and Computational Intelligence, 2019

Features Importance in Classification Models for Colorectal Cancer Cases Phenotype in Indonesia.

Tjeng Wawan Cenggoro, Bharuno Mahesworo, Arif Budiarto, James W. Baurley, Teddy Suparyanto, Bens Pardamean

Proceedings of the Enabling Collaboration to Escalate Impact of Research Results for Society: The 4th International Conference on Computer Science and Computational Intelligence, 2019

Fast and Effective Clustering Method for Ancestry Estimation.

Arif Budiarto, Bharuno Mahesworo, James W. Baurley, Teddy Suparyanto, Bens Pardamean

Proceedings of the Enabling Collaboration to Escalate Impact of Research Results for Society: The 4th International Conference on Computer Science and Computational Intelligence, 2019

2018

Information Technology Infrastructure for Agriculture Genotyping Studies.

Bens Pardamean, James W. Baurley, Anzaludin S. Perbangsa, Dwinita Utami, Habib Rijzaani, Dani Satyawan

J. Inf. Process. Syst., 2018

A Web Portal for Rice Crop Improvements.

James W. Baurley, Arif Budiarto, Muhamad Fitra Kacamarga, Bens Pardamean

Int. J. Web Portals, 2018

Utilizing Mobile-based Deep Learning Model for Managing Video in Knowledge Management System.

Harjanto Prabowo, Tjeng Wawan Cenggoro, Arif Budiarto, Anzaludin S. Perbangsa, Hery Harjono Muljo, Bens Pardamean

Int. J. Interact. Mob. Technol., 2018

Mobile Learning for Early Detection of Cancer.

Hery Harjono Muljo, Anzaludin S. Perbangsa, Yulius, Bens Pardamean

Int. J. Interact. Mob. Technol., 2018

Transfer Learning from Chest X-Ray Pre-trained Convolutional Neural Network for Learning Mammogram Data.

Bens Pardamean, Tjeng Wawan Cenggoro, Reza Rahutomo, Arif Budiarto, Ettikan Kandasamy Karuppiah

Proceedings of the Empowering Smart Technology in Digital Era for a Better Life: The 3rd International Conference on Computer Science and Computational Intelligence, 2018

An Improved Version of Texture-based Foreground Segmentation: Block-based Adaptive Segmenter.

Kahlil Muchtar, Faris Rahman, Tjeng Wawan Cenggoro, Arif Budiarto, Bens Pardamean

Proceedings of the Empowering Smart Technology in Digital Era for a Better Life: The 3rd International Conference on Computer Science and Computational Intelligence, 2018

Ecological Show Cave and Wild Cave: Negative Binomial Gllvm's Arthropod Community Modelling.

Rezzy Eko Caraka, Shamarina Shohaimi, Isma Dwi Kurniawan, Riki Herliansyah, Arif Budiarto, Shinta Purnama Sari, Bens Pardamean

Proceedings of the Empowering Smart Technology in Digital Era for a Better Life: The 3rd International Conference on Computer Science and Computational Intelligence, 2018

2017

The Implementation of Online Learning for Early Detection of Cervical Cancer.

Hery Harjono Muljo, Bens Pardamean, Anzaludin S. Perbangsa

J. Comput. Sci., 2017

The Development of Blended-Learning Teaching Portfolio Course Using TBL Approach.

Bens Pardamean, Harjanto Prabowo, Hery Harjono Muljo, Teddy Suparyanto, Eryadi Masli, Jerome Donovan

Int. J. Virtual Pers. Learn. Environ., 2017

2014

Information System Model of A Work-Plan Budget.

Bens Pardamean, Hutanti Setyodewi

J. Softw., 2014

Critical Success Factors-based Content Management System Development for Small and Medium Size Enterprises.

Yulius Lie, Bens Pardamean

J. Comput. Sci., 2014

Users' Interest Assessment on Job Portal.

Sudiana, Bens Pardamean

Int. J. Web Portals, 2014

Enhancing the Use of Digital Model with Team-Based Learning Approach in Science Teaching.

Bens Pardamean, Teddy Suparyanto, Suyanta, Eryadi Masli, Jerome Donovan

Proceedings of the Information and Communication Technology, 2014

A Bioinformatics Workflow for Genetic Association Studies of Traits in Indonesian Rice.

James W. Baurley, Bens Pardamean, Anzaludin S. Perbangsa, Dwinita Utami, Habib Rijzaani, Dani Satyawan

Proceedings of the Information and Communication Technology, 2014

2013

School Information Systems Design for Mobile phones.

Kelvinnicky Gunawan, Bens Pardamean

J. Comput. Sci., 2013

Expert-System based Medical Stroke Prevention.

Anindito, Bens Pardamean, Robby Christian, Bahtiar Saleh Abbas

J. Comput. Sci., 2013

An Application of Backpropagation Artificial Neural Network Method for Measuring The Severity of Osteoarthritis.

Dian Pratiwi, Diaz D. Santika, Bens Pardamean

CoRR, 2013

Information Systems Strategic Planning for a Naval Hospital.

Hery Harjono Muljo, Bens Pardamean

Proceedings of the Information and Communicatiaon Technology - International Conference, 2013