Bens Pardamean

Orcid: 0000-0002-7404-9005

According to our database1, Bens Pardamean authored at least 69 papers between 2013 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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Bibliography

2024
Investigating Adolescent Vulnerability in Indonesia: A Socio-Remote Sensing Big Data Analytics Study Using Night Light Data.
IEEE Access, 2024

Fine-Tuning of Predictive Models CNN-LSTM and CONV-LSTM for Nowcasting PM<sub>2.5</sub> Level.
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.
IEEE Access, 2024

2023
Free trade as domestic, economic, and strategic issues: a big data analytics approach.
J. Big Data, December, 2023

Boosting Algorithm to Handle Unbalanced Classification of PM<sub>2.5</sub> Concentration Levels by Observing Meteorological Parameters in Jakarta-Indonesia Using AdaBoost, XGBoost, CatBoost, and LightGBM.
IEEE Access, 2023

Fundamental Components of Microlearning for Sustainable Quality Education: A Systematic Literature Review.
Proceedings of the International Conference on Information Management and Technology, 2023

Machine Learning Implementations in Childhood Stunting Research: A Systematic Literature Review.
Proceedings of the International Conference on Information Management and Technology, 2023

Machine Learning Approach for Single Nucleotide Polymorphism Selection in Genetic Testing Results.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
Int. J. Online Biomed. Eng., December, 2022

Counting people inside a region-of-interest in CCTV footage with deep learning.
PeerJ Comput. Sci., 2022

Albatross analytics a hands-on into practice: statistical and data science application.
J. Big Data, 2022

AI-Based Learning Style Prediction in Online Learning for Primary Education.
IEEE Access, 2022

Moving Pedestrian Localization and Detection With Guided Filtering.
IEEE Access, 2022

A Design of Childhood Stunting Assessment Feature with Agile UX Approach.
Proceedings of the 8th International HCI and UX Conference in Indonesia, 2022

Decision Theory and Risk Simulation Analysis for Optimizing Profit in PayLater Services.
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.
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.
Symmetry, 2021

Connecting Climate and Communicable Disease to Penta Helix Using Hierarchical Likelihood Structural Equation Modelling.
Symmetry, 2021

SSMFN: a fused spatial and sequential deep learning model for methylation site prediction.
PeerJ Comput. Sci., 2021

The fundamental variable of stress detection in health information system to measure health worker's current mental health.
Int. J. Medical Eng. Informatics, 2021

Aggregating Time Series and Tabular Data in Deep Learning Model for University Students' GPA Prediction.
IEEE Access, 2021

Cluster Around Latent Variable for Vulnerability Towards Natural Hazards, Non-Natural Hazards, Social Hazards in West Papua.
IEEE Access, 2021

Lightweight Pedestrian Detection through Guided Filtering and Deep Learning.
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.
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.
Int. J. Online Biomed. Eng., 2020

A Platform for Electronic Health Record Sharing in Environments with Scarce Resource Using Cloud Computing.
Int. J. Online Biomed. Eng., 2020

Transfer-Learning-Aware Neuro-Evolution for Diseases Detection in Chest X-Ray Images.
CoRR, 2020

2019
Using transfer learning for smart building management system.
J. Big Data, 2019

Assessment of Online Learning Application for Health Education.
Int. J. Online Biomed. Eng., 2019

Improving Early Cancer Detection Knowledge through Mobile Learning Application.
Int. J. Online Biomed. Eng., 2019

Prediction of Status Particulate Matter 2.5 Using State Markov Chain Stochastic Process and HYBRID VAR-NN-PSO.
IEEE Access, 2019

Comparing the Accuracy of Multiple Commercial Wearable Devices: A Method.
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.
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.
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.
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.
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.
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.
J. Inf. Process. Syst., 2018

A Web Portal for Rice Crop Improvements.
Int. J. Web Portals, 2018

Utilizing Mobile-based Deep Learning Model for Managing Video in Knowledge Management System.
Int. J. Interact. Mob. Technol., 2018

Mobile Learning for Early Detection of Cancer.
Int. J. Interact. Mob. Technol., 2018

Transfer Learning from Chest X-Ray Pre-trained Convolutional Neural Network for Learning Mammogram Data.
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.
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.
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.
J. Comput. Sci., 2017

The Development of Blended-Learning Teaching Portfolio Course Using TBL Approach.
Int. J. Virtual Pers. Learn. Environ., 2017

2014
Information System Model of A Work-Plan Budget.
J. Softw., 2014

Critical Success Factors-based Content Management System Development for Small and Medium Size Enterprises.
J. Comput. Sci., 2014

Users' Interest Assessment on Job Portal.
Int. J. Web Portals, 2014

Enhancing the Use of Digital Model with Team-Based Learning Approach in Science Teaching.
Proceedings of the Information and Communication Technology, 2014

A Bioinformatics Workflow for Genetic Association Studies of Traits in Indonesian Rice.
Proceedings of the Information and Communication Technology, 2014

2013
School Information Systems Design for Mobile phones.
J. Comput. Sci., 2013

Expert-System based Medical Stroke Prevention.
J. Comput. Sci., 2013

An Application of Backpropagation Artificial Neural Network Method for Measuring The Severity of Osteoarthritis.
CoRR, 2013

Information Systems Strategic Planning for a Naval Hospital.
Proceedings of the Information and Communicatiaon Technology - International Conference, 2013


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