Publications

For publication records prior to 2023, please visit the personal homepage of Racharak !

International Journal Papers

1. Yao Wang, Xin Liu**, Wei kun Kong, Hai-Tao Yu , Teeradaj Racharak**, Kyoung-Sook Kim, Minh Le Nguyen**, A Decoupling and Aggregating Framework for Joint Extraction of Entities and Relations, In IEEE Access, 2024. DOI: 10.1109/ACCESS.2024.3420877 (Q1, Impact Factor: 3.557)

2. Wuttichai Vijitkunsawat, Teeradaj Racharak**, Minh Le Nguyen, Deep Multimodal-based Finger Spelling Recognition for Thai Sign Language: A New Benchmark and Model Composition, In Machine Vision and Applications (MVA), 2024. DOI: 10.1007/s00138-024-01557-9 (Q2, Impact Factor: 2.983)

3. Guanqun SUN, Yizhi Pan, Weikun Kong, Zichang Xu, Jianhua Ma, Teeradaj Racharak, Le-Minh Nguyen, Junyi Xin, DA-TransUNet: Integrating Spatial and Channel Dual Attention with Transformer U-Net for Medical Image Segmentation, In Frontiers in Bioengineering and Biotechnology, section Biosensors and Biomolecular Electronics, 2024. (Q1, Impact Factor: 5.7)

4. Guanqun Sun, Han Shu, Feihe Shao, Teeradaj Racharak, Weikun Kong, Yizhi Pan, Jingjing Dong, Shuang Wang, Le-minh Nguyen, Junyi Xin, FKD-Med: Privacy-Aware, Communication-Optimized Medical Image Segmentation via Federated Learning and Model Lightweighting through Knowledge Distillation, In IEEE Access, 2024. DOI: 10.1109/ACCESS.2024.3372394 (Q1, Impact Factor: 3.557)

5. Supatta Viriyavisuthisakul, Parinya Sanguansat, Teeradaj Racharak, Minh Le Nguyen, Natsuda Kaothanthong, Choochart Haruechaiyasak, Toshihiko Yamasaki, Parametric Loss based Super-Resolution for Scene Text Recognition, In Machine Vision and Applications (MVA), 2023. DOI: 10.1007/s00138-023-01416-z (Q2, Impact Factor: 2.983)

6. Kong Wei Kun, Xin Liu, Teeradaj Racharak, Guanqun Sun, Jianan Chen, Qiang Ma, Le-Minh Nguyen, WeExt: A Framework of Extending Deterministic Knowledge Graph Embedding Models for Embedding Weighted Knowledge Graphs, In IEEE Access, vol. 11, pp. 48901-48911, 2023. DOI: 10.1109/ACCESS.2023.3276319 (Q1, Impact Factor: 3.476)

International Conference Papers

1. Khadija Meghraoui, Teeradaj Racharak, Kenza Ait El Kadi, Saloua Bensiali, Imane Sebari, A Quantitative Assessment Framework for Modelling and Evaluation using Representation Learning in Smart Agriculture Ontology, In Proceedings of 16th International Conference on Agents and Artificial Intelligence (ICAART), Rome, Italy, February 24-26, 2024 (CORE Rank B) [SLIDE]

2. Rathachai Chawuthai, Natthawut Kertkeidkachorn*, Teeradaj Racharak*, Modelling an RDF Knowledge Graph with Transitivity and Symmetry for Bus Route Path Finding, In Proceedings of the 6th Artificial Intelligence and Cloud Computing Conference (AICCC), Kyoto, Japan, December 16-18, 2023

3. Kasorn Galajit, Thunpisit Kosolsriwiwat, Masashi Unoki, Candy Olivia Mawalim, Pakinee Aimmanee, Waree Kongprawechnon, Win Pa Pa, Anuwat Chaiwongyen, Teeradaj Racharak, Surasak Boonkla, Hayati Yassin, and Jessada Karnjana, ThaiSpoof: A Database for Spoof Detection in Thai Language, In Proceedings of the 18th International Joint Symposium on Artificial Intelligence and Natural Language Processing (iSAI-NLP 2023), Bangkok, Thailand, November 27-29, 2023

4. Shin Thant, Teeradaj Racharak, Frederic Andres, BERT Fine-tuning the Covid-19 Open Research Dataset for Named Entity Recognition, In Proceedings of the 1st International Conference of Data Science and Artificial Intelligence (DSAI), Bangkok, Thailand, November 27-29, 2023 [SLIDE]

5. Khine Myat Thwe, Teeradaj Racharak, Minh Le Nguyen, Gender Bias Analysis in Commonsense Knowledge Graph Embeddings, In Proceedings of the 15th IEEE International Conference on Knowledge and Systems Engineering (KSE), Ha Noi, Vietnam, October 18-20, 2023 [SLIDE]

6. Wuttichai Vijitkunsawat, Teeradaj Racharak, Minh Le Nguyen, Deep Multimodal-Based Number Finger Spelling Recognizer for Thai Sign Language, In Proceedings of the International Symposium on Communications and Information Technologies (ISCIT), Sydney, Australia, 2023

7. Teeradaj Racharak, Watanee Jearanaiwongkul, Khine Myat Thwe, Can Ensemble Calibrated Learning enhance Link Prediction? A Study on Commonsense Knowledge, In LNAI Proceedings of 15th Asian Conference on Intelligent Information and Database Systems (ACIIDS), Phuket, Thailand, 2023 (CORE2021 Rank B)

8. Tao Jin, Teeradaj Racharak, Minh Le Nguyen, NegT5: A Cross-Task Text-to-Text Framework for Negation in Question Answering, In LNAI Proceedings of 15th Asian Conference on Intelligent Information and Database Systems (ACIIDS), Phuket, Thailand, 2023 (CORE2021 Rank B) [SLIDE]

9. Wuttichai Vijitkunsawat, Teeradaj Racharak, Chau Nguyen, Le-Minh Nguyen, Video-based Sign Language Digit Recognition for the Thai Language: A New Dataset and Method Comparisons, In Proceedings of 12th International Conference on Pattern Recognition Applications and Methods (ICPRAM), Lisbon, Portugal, 2023 (CORE Rank C)

10. Yudai Kubono, Teeradaj Racharak, Satoshi Tojo, Logic of Awareness in Agent’s Reasoning, In Proceedings of 15th International Conference on Agents and Artificial Intelligence (ICAART), Lisbon, Portugal, 2023 (CORE2021 Rank B)

International Workshop Papers

1. Teeradaj Racharak, Tongyu Wang, Watanee Jearanaiwongkul, AutoMedKG: Prompt Engineering for A Medical RDF Knowledge Graph Construction from Text, In International Workshop on Forging Trust in Artificial Intelligence (ForgtAI) in conjunction with IEEE IJCNN 2024, Yokohama, Japan, June 30 - July 5, 2024. (Hybrid) [SLIDE]

2. Supatta Viriyavisuthisakul, Parinya Sanguansat, Teeradaj Racharak, Minh Le Nguyen, Natsuda Kaothanthong, Choochart Haruechaiyasak, Toshihiko Yamasaki, Parametric Loss based Super-Resolution for Scene Text Recognition, In the Women in Computer Vision Workshop in conjunction with ICCV 2023, Paris, France, 2023 

   • Accepted as a Poster Paper (not considered for proceedings)

Non Peer-Reviewed International Conference Papers 

1. Supatta Viriyavisuthisakul, Parinya Sanguansat, Teeradaj Racharak, Minh Le Nguyen, Toshihiko Yamasaki, Text Recognition in Low Resolution Images Using Trainable Regularization, In the 37th Annual Conference of the Japanese Society for Artificial Intelligence (JSAI), June 6 - 9, 2023

Non Peer-Reviewed Poster Presentations

1. Supatta Viriyavisuthisakul, Parinya Sanguanset, Teeradaj Racharak, Minh Le Nguyen, Toshihiko Yamasaki, A Parametric Weight Method for Scene Text Image Super-Resolution, In Image Engineering Study Group (IE), IEICE, Hokkaido University, Japan, February 21-22, 2023.