Jonathan H. Chan

According to our database, Jonathan H. Chan authored at least 68 papers between 2006 and 2024.

Collaborative distances:

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

2024

Natural Language Interfaces for Tabular Data Querying and Visualization: A Survey.

Weixu Zhang, Yifei Wang, Yuanfeng Song, Victor Junqiu Wei, Yuxing Tian, Yiyan Qi, Jonathan H. Chan, Raymond Chi-Wing Wong, Haiqin Yang

IEEE Trans. Knowl. Data Eng., November, 2024

A Framework for Synthetic Audio Conversations Generation using Large Language Models.

Kaung Myat Kyaw, Jonathan Hoyin Chan

CoRR, 2024

BrainNetDiff: Generative AI Empowers Brain Network Construction Via Multimodal Diffusion.

Yongcheng Zong, Changhong Jing, Jonathan H. Chan, Shuqiang Wang

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

2023

Predicting Three Types of Freezing of Gait Events Using Deep Learning Models.

Wen Tao Mo, Jonathan H. Chan

CoRR, 2023

Immersive Technologies in Virtual Companions: A Systematic Literature Review.

Ziaullah Momand, Jonathan H. Chan, Pornchai Mongkolnam

CoRR, 2023

A Machine Learning Approach to Detect Dehydration in Afghan Children.

Ziaullah Momand, Debajyoti Pal, Pornchai Mongkolnam, Jonathan H. Chan

CoRR, 2023

Enhancing Security in WhatsApp: A System for Detecting Malicious and Inappropriate Content.

Mateusz Kazimierczak, Thanyathorn Thanapattheerakul, Jonathan H. Chan

Proceedings of the 12th International Symposium on Information and Communication Technology, 2023

Freezing of Gait Prediction Using Deep Learning.

Wen Tao Mo, Jonathan H. Chan

Proceedings of the 13th International Conference on Advances in Information Technology, 2023

2022

A Systematic Review of Voice Assistant Usability: An ISO 9241-11 Approach.

Lawal Ibrahim Faruk Dutsinma, Debajyoti Pal, Suree Funilkul, Jonathan H. Chan

SN Comput. Sci., 2022

Mutual Information and Ensemble Based Feature Recommender for Renal Cancer Stage Classification.

Abhishek Dey, Debayan Goswami, Rahul Roy, Susmita Ghosh, Yu Shrike Zhang, Jonathan H. Chan

CoRR, 2022

Personality Type Based on Myers-Briggs Type Indicator with Text Posting Style by using Traditional and Deep Learning.

Sakdipat Ontoum, Jonathan H. Chan

CoRR, 2022

2021

Combination of Transfer Learning, Recursive Learning and Ensemble Learning for Multi-Day Ahead COVID-19 Cases Prediction in India using Gated Recurrent Unit Networks.

Debasrita Chakraborty, Debayan Goswami, Susmita Ghosh, Ashish Ghosh, Jonathan H. Chan

CoRR, 2021

Machine Learning Applications to Sports Injury: A Review.

Hanna Sigurdson, Jonathan H. Chan

Proceedings of the 9th International Conference on Sport Sciences Research and Technology Support, 2021

Improving the Robustness of a Convolutional Neural Network with Out-of-Distribution Data Fine-Tuning and Image Preprocessing.

Shafinul Haque, Andy Wei Liu, Serena Liu, Jonathan H. Chan

Proceedings of the IAIT 2021: The 12th International Conference on Advances in Information Technology, Bangkok, Thailand, 29 June 2021, 2021

Learning from Others: A Data Driven Transfer Learning based Daily New COVID-19 Case Prediction in India using an Ensemble of LSTM-RNNs.

Debasrita Chakraborty, Debayan Goswami, Ashish Ghosh, Jonathan H. Chan, Susmita Ghosh

Proceedings of the IAIT 2021: The 12th International Conference on Advances in Information Technology, Bangkok, Thailand, 29 June 2021, 2021

Building Energy Consumption Forecasting: A Comparison of Gradient Boosting Models.

Abnash Bassi, Anika Shenoy, Arjun Sharma, Hanna Sigurdson, Connor Glossop, Jonathan H. Chan

Proceedings of the IAIT 2021: The 12th International Conference on Advances in Information Technology, Bangkok, Thailand, 29 June 2021, 2021

2020

Data Mining Based Prediction of Malnutrition in Afghan Children.

Ziaullah Momand, Pornchai Mongkolnam, Pichai Kositpanthavong, Jonathan H. Chan

Proceedings of the 12th International Conference on Knowledge and Smart Technology, 2020

2019

Enhancing metabolic event extraction performance with multitask learning concept.

Wutthipong Kongburan, Praisan Padungweang, Worarat Krathu, Jonathan H. Chan

J. Biomed. Informatics, 2019

Enhancing Predictive Power of Cluster-Boosted Regression With Text-Based Indexing.

Wutthipong Kongburan, Mark H. Chignell, Nipon Charoenkitkarn, Jonathan H. Chan

IEEE Access, 2019

Development of Biomedical Corpus Enlargement Platform Using BERT for Bio-entity Recognition.

Thiptanawat Phongwattana, Jonathan H. Chan

Proceedings of the Neural Information Processing - 26th International Conference, 2019

2018

Frozen Shoulder Rehabilitation: Exercise Simulation and Usability Study.

Nuntiya Chiensriwimol, Pornchai Mongkolnam, Jonathan H. Chan

Proceedings of the Ninth International Symposium on Information and Communication Technology, 2018

A Combination of Text Mining Techniques for Relevant Literature Search and Extractive Summarization.

Thiptanawat Phongwattana, Jonathan H. Chan

Proceedings of the 2nd International Conference on Natural Language Processing and Information Retrieval, 2018

Emotion in a Century: A Review of Emotion Recognition.

Thanyathorn Thanapattheerakul, Katherine Mao, Jacqueline Amoranto, Jonathan H. Chan

Proceedings of the 10th International Conference on Advances in Information Technology, 2018

Trigger Detection System for American Sign Language using Deep Convolutional Neural Networks.

Debasrita Chakraborty, Deepankar Garg, Ashish Ghosh, Jonathan H. Chan

Proceedings of the 10th International Conference on Advances in Information Technology, 2018

2017

Serious Games for Dementia.

Tiffany Tong, Jonathan H. Chan, Mark H. Chignell

Proceedings of the 26th International Conference on World Wide Web Companion, 2017

Distillation of Knowledge from the Research Literature on Alzheimer's Dementia.

Wutthipong Kongburan, Mark H. Chignell, Jonathan H. Chan

Proceedings of the 26th International Conference on World Wide Web Companion, 2017

Evolution of Smart Homes for the Elderly.

Bethany Kon, Alex Lam, Jonathan H. Chan

Proceedings of the 26th International Conference on World Wide Web Companion, 2017

Network-based visualization tool for analyzing gene expression data.

Thanyathorn Thanapattheerakul, Jaturong Kongmanee, Jonathan H. Chan

Proceedings of the 10th International Symposium on Visual Information Communication and Interaction, 2017

Gene-set profiles: visualizing dissimilarity within gene co-expression networks for biomarker identification.

Saila Shama, Philip Lu, Narumol Doungpan, Asawin Meechai, Jonathan H. Chan

Proceedings of the 10th International Symposium on Visual Information Communication and Interaction, 2017

Visualizing thai stock performance using parallel coordinates.

Boyi Li, Amontep Wijitcharoen, Jonathan H. Chan

Proceedings of the 10th International Symposium on Visual Information Communication and Interaction, 2017

Network analysis of inter-organizational success factor relationships.

Wutthipong Kongburan, Praisan Padungweang, Worarat Krathu, Jonathan H. Chan

Proceedings of the 10th International Symposium on Visual Information Communication and Interaction, 2017

2016

NSPRING: the SPRING extension for subsequence matching of time series supporting normalization.

Xueyuan Gong, Simon Fong, Jonathan H. Chan, Sabah Mohammed

J. Supercomput., 2016

Gene-set activity toolbox (GAT): A platform for microarray-based cancer diagnosis using an integrative gene-set analysis approach.

Worrawat Engchuan, Asawin Meechai, Sissades Tongsima, Narumol Doungpan, Jonathan H. Chan

J. Bioinform. Comput. Biol., 2016

Handling batch effects on cross-platform classification of microarray data.

Worrawat Engchuan, Asawin Meechai, Sissades Tongsima, Jonathan H. Chan

Int. J. Adv. Intell. Paradigms, 2016

Metabolite Named Entity Recognition: A Hybrid Approach.

Wutthipong Kongburan, Praisan Padungweang, Worarat Krathu, Jonathan H. Chan

Proceedings of the Neural Information Processing - 23rd International Conference, 2016

Semi-automatic construction of thyroid cancer intervention corpus from biomedical abstracts.

Wutthipong Kongburan, Praisan Padungweang, Worarat Krathu, Jonathan H. Chan

Proceedings of the Eighth International Conference on Advanced Computational Intelligence, 2016

Improving Sense of Well-Being by Managing Memories of Experience.

Mark H. Chignell, Chelsea de Guzman, Leon Zucherman, Jie Jiang, Jonathan H. Chan, Nipon Charoenkitkarn

Proceedings of the Human Interface and the Management of Information: Applications and Services, 2016

Parallel Affinity Propagation Clustering in Identifying Sub-Network Biomarker Genes of Lung Cancer.

Jaturong Kongmanee, Thanyathorn Thanapattheerakul, Jonathan H. Chan

Proceedings of the 7th International Conference on Computational Systems-Biology and Bioinformatics, 2016

2015

Pathway activity transformation for multi-class classification of lung cancer datasets.

Worrawat Engchuan, Jonathan H. Chan

Neurocomputing, 2015

Smartphone-Based Tele-Rehabilitation System for Frozen Shoulder Using a Machine Learning Approach.

Kanmanus Ongvisatepaiboon, Jonathan H. Chan, Vajirasak Vanijja

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015

Clustering-based gene-subnetwork biomarker identification using gene expression data.

Narumol Doungpan, Worrawat Engchuan, Asawin Meechai, Jonathan H. Chan

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

TNorm: An Unsupervised Batch Effects Correction Method for Gene Expression Data Classification.

Praisan Padungweang, Worrawat Engchuan, Jonathan H. Chan

Proceedings of the Neural Information Processing - 22nd International Conference, 2015

Comparative Study of Web-Based Gene Expression Analysis Tools for Biomarkers Identification.

Worrawat Engchuan, Preecha Patumcharoenpol, Jonathan H. Chan

Proceedings of the Neural Information Processing - 22nd International Conference, 2015

Smartphone-based Tele-Rehabilitation Framework for Patient with Frozen Shoulder.

Kanmanus Ongvisatepaiboon, Vajirasak Vanijja, Jonathan H. Chan

Proceedings of the Artificial Intelligence Research and Development, 2015

User Interface of Multimedia Delivery Platform for the Elderly.

Naovarat Limdumrongnukoon, Pornchai Mongkolnam, Thammarsat Visutarrom, Jonathan H. Chan

Proceedings of the Artificial Intelligence Research and Development, 2015

Digital Information and Communication in the Ageing Society.

Jonathan H. Chan

Proceedings of the Artificial Intelligence Research and Development, 2015

2014

A Two-Stage Classifier That Identifies Charge and Punishment under Criminal Law of Civil Law System.

Sotarat Thammaboosadee, Bunthit Watanapa, Jonathan H. Chan, Udom Silparcha

IEICE Trans. Inf. Syst., 2014

Cross-Platform Pathway Activity Transformation and Classification of Microarray Data.

Worrawat Engchuan, Asawin Meechai, Sissades Tongsima, Jonathan H. Chan

Proceedings of the Computational Intelligence in Information Systems, 2014

2013

Biomedical text mining and its applications in cancer research.

Fei Zhu, Preecha Patumcharoenpol, Cheng Zhang, Yang Yang, Jonathan H. Chan, Asawin Meechai, Wanwipa Vongsangnak, Bairong Shen

J. Biomed. Informatics, 2013

2012

Bibliome Mining Platform and Application for Building Metabolic Interaction Network.

Preecha Patumcharoenpol, Jonathan Hoyin Chan, Asawin Meechai, Bairong Shen, Wanwipa Vongsangnak

Proceedings of the 3rd International Conference on Computational Systems-Biology and Bioinformatics, 2012

Classification of Real and Pseudo pre-miRNAs in Plant Species.

Worrawat Engchuan, Jonathan Hoyin Chan

Proceedings of the 3rd International Conference on Computational Systems-Biology and Bioinformatics, 2012

Preface: Trends in Natural and Machine Intelligence.

Jonathan H. Chan, Ah-Hwee Tan

Proceedings of the 3rd International Neural Network Society Winter Conference, 2012

Preface: Computational Systems-Biology and Bioinformatics.

Jonathan Hoyin Chan, Asawin Meechai, Chee Keong Kwoh

Proceedings of the 3rd International Conference on Computational Systems-Biology and Bioinformatics, 2012

Pathway-based microarray analysis for robust disease classification.

Pitak Sootanan, Santitham Prom-on, Asawin Meechai, Jonathan Hoyin Chan

Neural Comput. Appl., 2012

Web-Based Decision Support System for School Meal Planning.

Jonathan H. Chan, Tasanee Limsuwan

Int. J. Inf. Syst. Soc. Chang., 2012

InCoB2012 Conference: from biological data to knowledge to technological breakthroughs.

Christian Schönbach, Sissades Tongsima, Jonathan H. Chan, Vladimir Brusic, Tin Wee Tan, Shoba Ranganathan

BMC Bioinform., 2012

Pathway-Based Multi-class Classification of Lung Cancer.

Worrawat Engchuan, Jonathan Hoyin Chan

Proceedings of the Neural Information Processing - 19th International Conference, 2012

2011

Enhancing Biological Relevance of a Weighted Gene Co-Expression Network for Functional Module Identification.

Santitham Prom-on, Atthawut Chanthaphan, Jonathan Hoyin Chan, Asawin Meechai

J. Bioinform. Comput. Biol., 2011

Feature selection of pathway markers for microarray-based disease classification using negatively correlated feature sets.

Jonathan Hoyin Chan, Pitak Sootanan, Ponlavit Larpeampaisarl

Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

Pathway-Based Microarray Analysis with Negatively Correlated Feature Sets for Disease Classification.

Pitak Sootanan, Asawin Meechai, Santitham Prom-on, Jonathan Hoyin Chan

Proceedings of the Neural Information Processing - 18th International Conference, 2011

Classification-assisted memetic algorithms for solving optimization problems with restricted equality constraint function mapping.

Stephanus Daniel Handoko, Chee Keong Kwoh, Yew-Soon Ong, Jonathan H. Chan

Proceedings of the IEEE Congress on Evolutionary Computation, 2011

2010

Microarray-Based Disease Classification Using Pathway Activities with Negatively Correlated Feature Sets.

Pitak Sootanan, Santitham Prom-on, Asawin Meechai, Jonathan Hoyin Chan

Proceedings of the Neural Information Processing. Models and Applications, 2010

Catalog of Genetic Variations (SNPs and CNVs) and Analysis Tools for Thai Genetic Studies.

Sattara Hattirat, Chumpol Ngamphiw, Anunchai Assawamakin, Jonathan H. Chan, Sissades Tongsima

Proceedings of the Computational Systems-Biology and Bioinformatics, 2010

2009

Pathway Activity Inferences with Negatively Correlated Features for Pancreatic Cancer Classification.

Pitak Sootanan, Santitham Prom-on, Asawin Meechai, Jonathan Hoyin Chan

Proceedings of the 2nd International Conference on BioMedical Engineering and Informatics, 2009

Identifying Functional Modules Using MST-Based Weighted Gene Co-Expression Networks.

Atthawut Chanthaphan, Santitham Prom-on, Asawin Meechai, Jonathan Hoyin Chan

Proceedings of the Ninth IEEE International Conference on Bioinformatics and Bioengineering, 2009

2008

Sample Filtering Relief Algorithm: Robust Algorithm for Feature Selection.

Thammakorn Saethang, Santitham Prom-on, Asawin Meechai, Jonathan Hoyin Chan

Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008

Identifying Disease Susceptible DNA Regions Using Underlying Odds Ratio Contour Analysis.

Santitham Prom-on, Jonathan Hoyin Chan, Asawin Meechai, Wallaya Jongjaroenprasert, Boonsong Ongphiphadhanakul

Proceedings of the International Conference on Biocomputation, 2008

2006

A Systematic Statistical Process for Microarray Data Analysis: Countering the Limitations in the Public Data Sets.

Jarukit Lertbantanawong, Jonathan H. Chan

Proceedings of the 2006 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2006