Publications
A comprehensive repository of Dr. Charnon's scholarly output. Here, you will find a complete listing of his contributions to the academic discourse, encompassing a wide array of rigorously peer-reviewed journal articles, impactful conference papers, and valuable preprints. This collection reflects his sustained dedication to advancing knowledge and sharing cutting-edge research findings within his research field.
Conference Paper
This section provides a dedicated overview of Dr. Charnon's accepted and published international conference papers.
JCSSE 2026
Bangkok, Thailand
Jun 2026myNRC-OCR: A Hybrid OCR Framework for Handwritten Myanmar NRCs Integrating YOLOv8, Tesseract LSTM, TrOCR, and Post-OCR Correction
Pyae Linn, Zaw Linn Htet, Htoo Thet Naung, Htet Arkar Kyaw, Charnon Pattiyanon, Tianwei Jing
in: Proceedings of the 2026 23rd International Joint Conference on Computer Science and Software Engineering, JCSSE 2026, The Royal River Hotel, Bangkok, Thailand, June 24-27, 2026.
Accepted
JCSSE 2026
Bangkok, Thailand
Jun 2026A Multi-Stage Hybrid Gap-Filling Framework for Sparse PM2.5 Monitoring Stations in Northern Thailand
Kasidith Saetang, Chavakorn Arunkunarax, Chutikarn Kanchanaart, Charnon Pattiyanon
in: Proceedings of the 2026 23rd International Joint Conference on Computer Science and Software Engineering, JCSSE 2026, The Royal River Hotel, Bangkok, Thailand, June 24-27, 2026.
Accepted
JCSSE 2026
Bangkok, Thailand
Jun 2026A Hybrid SVR-PICNN Framework for Physics-Informed PM2.5 Forecasting
Chavakorn Arunkunarax, Chutikarn Kanchanaart, Kasidith Saetang, Charnon Pattiyanon
in: Proceedings of the 2026 23rd International Joint Conference on Computer Science and Software Engineering, JCSSE 2026, The Royal River Hotel, Bangkok, Thailand, June 24-27, 2026.
Accepted
AWIST 2025
Ishikawa, Japan
Nov 2025A Human-Centric Decision Support Framework for Satsifaction Enhancement in Medical Staff Scheduling
Pavinee Rerkjirattikal, Raveekiat Singhaphandu, Charnon Pattiyanon, SangGyu Nam
in: Proceedings of the 2025 13th ASEAN Workshop on Information Science and Technology, AWIST 2025, Ishikawa, Japan, November 6-7, 2025.
URL: https://hdl.handle.net/10119/20075
AWIST 2025
Ishikawa, Japan
Nov 2025A Controlled Framework for Generating Synthetic, Multi-Topic Thai Conversations for Healthcare Contact Centers
Kasidis Manasurangkul, Charnon Pattiyanon, Niracha Janavatana, Supakorn Etitum, Pon Yimchareon, Shine Min Kha
in: Proceedings of the 2025 13th ASEAN Workshop on Information Science and Technology, AWIST 2025, Ishikawa, Japan, November 6-7, 2025.
URL: https://hdl.handle.net/10119/20075
AWIST 2025
Ishikawa, Japan
Nov 2025A Simplified Multi-Floor Classification-Based Indoor Positioning System Study
Burin Intachuen, Mhadhanagul Charoenphon, Tanakorn Mankhetwit, Charnon Pattiyanon
in: Proceedings of the 2025 13th ASEAN Workshop on Information Science and Technology, AWIST 2025, Ishikawa, Japan, November 6-7, 2025.
URL: https://hdl.handle.net/10119/20075
iSAI-NLP 2024
Chonburi, Thailand
Nov 2024Building RSSI-based Indoor Positioning Fingerprint Maps using Android-based Coordination
Lapat Nakpaen, Prab Wongsekleo, Panarat Cherntanomwong, Charnon Pattiyanon
in: Proceedings of the 2024 19th International Joint Symposium of Artificial Intelligence and Natural Language Processing, iSAI-NLP 2024, pp. 1-6, November 13-14, 2024
DOI: 10.1109/iSAI-NLP64410.2024.10799385
iSAI-NLP 2024
Chonburi, Thailand
Nov 2024Time Reduction for Collecting Fingerprint Data in Indoor Positioning Systems with Generated Synthetic Data by Ensemble Models and GANs.
Prab Wongsekleo, Lapat Nakpaen, Panarat Cherntanomwong, Charnon Pattiyanon
in: Proceedings of the 2024 19th International Joint Symposium of Artificial Intelligence and Natural Language Processing, iSAI-NLP 2024, pp. 1-6, November 13-14, 2024
DOI: 10.1109/iSAI-NLP64410.2024.10799319
ICISSP 2022
Virtual Conference
Feb 2022Analysis and Enhancement of Self-sovereign Identity System Properties Compiling Standards and Regulations.
Charnon Pattiyanon, Toshiaki Aoki
in: Proceedings of the 8th International Conference on Information Systems Security and Privacy - ICISSP 2022, ISBN 978-989-758-553-1; ISSN 2184-4356, pages 133-144, 2022
MODELSWARD 2022
Virtual Conference
Feb 2022A Method for Detecting Common Weaknesses in Self-Sovereign Identity Systems Using Domain-Specific Models and Knowledge Graph.
Charnon Pattiyanon, Toshiaki Aoki, Daisuke Ishii
in: Proceedings of the 10th International Conference on Model-Driven Engineering and Software Development - MODELSWARD 2022, ISBN 978-989-758-550-0; ISSN 2184-4348, pages 219-226, 2022
SNPD 2017
Ishikawa, Japan
Jun 2017Quality Model for Assessing Object-Oriented Design Patterns Under Development.
Charnon Pattiyanon, Twittie Senivongse
in: Proceedings of the 2017 18th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing - SNPD 2017, pages 377-383, 2017
DOI: 10.1109/SNPD.2017.8022749
Journal Articles
This section provides a dedicated overview of Dr. Charnon's accepted and published international journal articles.
IEEE Access
Sep 2022Compliance SSI System Property Set to Laws, Regulations, and Technical Standards.
Charnon Pattiyanon, Toshiaki Aoki
in: IEEE Access, volume 10, pages 99370-99393, 2022
DOI: 10.1109/ACCESS.2022.3204112
Preprints
This section provides a dedicated overview of Dr. Charnon's preprinted manuscripts that are about to be submitted or published.
Conference Paper
PresentModular AI Cascade for Thai Speech Recognition and Speaker Diarization for Healthcare-Related Call Recordings
Pon Yimcharoen, Supakorn Etitum, Kasidis Manasurangkul, Charnon Pattiyanon
(To Be Submitted)
Conference Paper
PresentGraph Attention Networks with Physics-Informed Transport for Fire Smoke Aerosol Prediction in Northern Thailand
Chutikarn Kanchanaart, Chavakorn Arunkunarax, Kasidith Saetang, Charnon Pattiyanon
(Submitted to JCSSE 2026)
Conference Paper
PresentPhysics-Constrained Fire Source Attribution from Sparse Satellite AOD via Spatial Clustering and Neural Residual Correction
Chutikarn Kanchanaart, Chavakorn Arunkunarax, Kasidith Saetang, Charnon Pattiyanon
(Submitted to JCSSE 2026)