Dr. Chaklam Silpasuwanchai

Position
Assistant Professor
Unit
Computer Science and Information Management
Contact Info
Media Links
EDUCATIONAL BACKGROUND
RESEARCH INTERESTS
TEACHING
SELECTED PUBLICATIONS
AWARDS AND HONORS
RESEARCH KEYWORDS
- Doctor of Engineering in Computer Science from Kochi University of Technology, Japan.
March 2012 – March 2017 GPA: 4.00 - Master of Engineering in Computer Science from Asian Institute of Technology, Thailand.
August 2009 – May 2011 GPA: 3.94 - Bachelor of Science in Computer Science from Sirindhorn International Institute of Technology, Thammasat University, Thailand.
June 2004 – March 2008 GPA: 3.82 (First-Class Honours)
- Neural Engineering: Acquisition, extraction, and classification of brain signals, namely EEG signals (P300, SSVEP,IM) for I/O and development. I am particularly interested on its theoretical aspect such as studying brain-computer interface design paradigms, signal processing, and classification methods. Also interested on the application aspect such as emotion recognition, disease diagnosis, stress relief applications, BCI spellers, cognitive enhancements.
- Natural Language Processing: I am interesting in applying advanced deep learning techniques to model and understand human language. Text summarization, intent detection, social media analysis, stock prediction with news are among the many topics that I have engaged on.
- Data Structures and Algorithm
Topics: Asymptotic notation, Data Structures, Sorting, Graph, Greedy Algorithms, Dynamic Programming - Computer Programming for Data Science and AI
Topics: Numpy, Pandas, Matplotlib, Scikit-learn, PyTorch - Human Computer Interaction
Topics: HCI Design, Human Factors, Interaction Techniques, Empirical Experiments - Natural Language Processing
Topics: Word Embeddings, Deep Learning Models (LSTM, Transformers), NLP Tasks, Constituency Grammar, etc.
- Silpasuwanchai, C. and Simapornchai, A. P300 Speller Optimization: The Effects of Matrix Size and Repetitions on Performance. Journal of Neural Engineering. Under 1st Round Review. (IF: 3.920)
- Niksirat, KS., Silpasuwanchai, C., Cheng, P. and Ren, X. Attention Regulation Framework: Designing Self-Regulated Mindfulness Technologies. ACM Transactions on Computer-Human Interaction. 26, 6, Article 39 (November 2019), 44 pages. DOI: https://doi.org/10.1145/3359593. (IF: 2.227)
- Ren, X and Silpasuwanchai, C.. Human-Engaged Computing. The Future of Human-Computer Interaction. CCF Transactions on Pervasive Computing and Interaction 1(1). 2019. (IF not yet available)
- Niksirat, KS., Silpasuwanchai, C. and Ren, X. Sex Differences in relationship between flow proneness in everyday life and gray matter of the dopaminergic system: a cross-sectional study. Personality and Individual Differences 141. 2019. (IF: 2.390)
- Sarcar, S., Jokinen, J., Oulasvirta, A., Wang, Z., Silpasuwanchai, C. and Ren, X. Ability-Based Optimization of Touchscreen Interactions. IEEE Pervasive Computing 17(1). 2018. (IF: 3.022)
- Sarcar S., Jokinen, J., Oulasvirta, A., Ren, X., Silpasuwanchai, C., and Wang, Z. Ability-Based Optimization: Designing Smartphone Text-Entry Interface for Older Adults. INTERACT 4(1), 2017. (IF: 0.72)
- Putra, H.A., Silpasuwanchai, C. and Ren, X. AirSqueeze: An Air-Based Game Input Device. ICIC Express Letter. 2016. (IF:
0.16) - Silpasuwanchai, C. and Ren, X. Designing Concurrent Full-Body Gestures for Intense Gameplay. International Journal of Human Computer Studies 80 (1), Elsevier, 2015. (IF: 2.300)
- Honorable Mentions by the ICACHI community:
Granted by International Chinese Association of Computer Human Interaction for his contribution to the Chinese HCI community. 2015 - Special Scholarship Program Full Scholarship:
Granted by the Kochi Prefecture to students with academic achievements for pursuing a Doctoral Degree at Kochi University of Technology, Kochi, Japan. 2012-2015 - Royal Thai Government Full Scholarship:
Granted by the Royal Thai Government to students with academic achievements for pursuing a Master Degree at Asian Institute of Technology, Pathum Thani, Thailand. 2009-2011. - 2nd Place Award for Thailand National Open-Sourced Software Contest:
Awarded for a sketch recognition algorithm for diagram construction. 2008.
- Machine Learning
- Deep Learning
- Neuroscience
- Natural Language Processing
- Human Computer Interaction
- Brain Computer Interfaces
- Medical Imaging;
- Algorithmic Trading
- Raman Spectroscopy