Projects per year
Personal profile
Personal profile
Dr. Erick Purwanto 陈立科 is a Teaching Fellow at Xian Jiaotong-Liverpool University (XJTLU) at the Computing Department of School of Advanced Technology. He received both Ph.D and M.Comp degree from National University of Singapore (NUS). His research interests are Machine Learning, Medical Imaging, and Technology Enhanced Learning.
Research interests
AI-based Cyber Security
Statistical Learning
Crytography
Pattern Recognition
Experience
Teaching Fellow, Xian Jiaotong-Liverpool University, 2019-Present
Lecturer, Duta Wacana Christian University, 2012-2014
Teaching
CSE108 Operating Systems Concepts
INT305 Machine Learning
CSE210 Advanced Object-Oriented Programming
CSE205 Introduction to Networking
CSE105 Introduction to Programming in Java
Education/Academic qualification
FHEA, Fellow of the Higher Education Academy
Ph.D in Computer Science, National University of Singapore
M.Comp, National University of Singapore
B.Com, Gadjah Mada University
Person Types
- Staff
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Advance HE Global Impact Grant 2023-2024
Purwanto, E., Li, N., Zhang, Q., Selig, T., Fan, P., Ma, T., Juwono, F. & Wang, Y.
16/04/24 → 30/04/25
Project: Other
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AI and Learner Emotion
Craig, P., Purwanto, E., Liu, Y., Ng, R. & Polidoro, F.
1/04/24 → 1/04/25
Project: Internal Research Project
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AI and Learning Analytics
Purwanto, E., Zhang, Q., Selig, T., Ma, T., Fan, P., Wang, Y. & Juwono, F.
1/04/24 → 31/12/24
Project: Internal Research Project
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Application of Machine Learning and Transform Methods to Classify ASD EEG Signals
Melinda, Li, N., Juwono, F., Qi, J., Seong, M., Purwanto, E., Oktiana, M. & Yunidar
28/03/24 → 31/12/25
Project: Collaborative Research Project
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Nurturing Computational Thinking Through Project-Based Learning in High Schools
Zhang, Q., Purwanto, E. & Selig, T.
1/03/24 → 30/06/27
Project: Internal Research Project
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AI-Marking Assistant: A Web-Based Application for Human-In-The-Loop GAI Assisted Assessment Marking and Feedback
Craig, P., Selig, T., Liu, Y., Wang, L., Purwanto, E. & Shen, W. T., 2024.Research output: Contribution to conference › Paper › peer-review
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Autism EEG Signal Processing, Feature Extraction, and Deep Learning
Melinda, Li, N., Purwanto, E., Muliyadi, Yunidar & Syahrul, 3 Nov 2024, Syiah Kuala University Press.Research output: Book/Report/Edited volume › Book › peer-review
Open Access -
EmoMA-Net: A Novel Model for Emotion Recognition Using Hybrid Multimodal Neural Networks in Adaptive Educational Systems
Wu, T., Huang, Y., Purwanto, E. & Craig, P., 24 Sept 2024, (Accepted/In press) The 7th International Conference on Big Data and Education, at Trinity College, University of Oxford, Oxford, UK.Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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Machine Learning Role in Electric Vehicles: A Review
Juwono, F., Wong, W. K., Purwanto, E., Reine, R. & Hugeng, H., Jul 2024, (Accepted/In press).Research output: Contribution to conference › Paper › peer-review
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Multi-Scale Feature and Multi-Channel Selection toward Parkinson’s Disease Diagnosis with EEG
Wu, H., Qi, J., Purwanto, E., Zhu, X., Yang, P. & Chen, J., Jul 2024, In: Sensors. 24, 14, 4634.Research output: Contribution to journal › Article › peer-review
Open Access2 Citations (Scopus)
Activities
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The 5th International Conference on Artificial Intelligence in Education 2025 (ICAIE 2025)
Youmin Xi (Chair), Xiaojun Zhang (Chair), Na Li (Chair), Qian Wang (Organiser), Ting Ting Tay (Organiser), Tim London (Member of programme committee), Adam Cross (Member of programme committee), Eng Gee Lim (Member of programme committee), Jian Chen (Member of programme committee), Ping Wang (Member of programme committee), Hailing Ye (Member of programme committee), Dongni Xie (Organiser), Dan Sun (Organiser), Tianyu Zhang (Organiser), Qiong Ji (Member of programme committee), Filbert Juwono (Member of programme committee), Erick Purwanto (Member of programme committee), Qing Zhang (Member of programme committee), Anoop Saxena (Member of programme committee) & Lanze Vanermen (Member of programme committee)
14 May 2025 → 16 May 2025Activity: Participating in or organising an event › Organising an event e.g. a conference, workshop, …
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AI and Education Special Session at the International Conference on Higher Education Learning and Teaching 2024
Na Li (Chair), Erick Purwanto (Member of programme committee) & Filbert Juwono (Member of programme committee)
3 Oct 2024Activity: Participating in or organising an event › Organising an event e.g. a conference, workshop, …
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Improving Students' Learning Experiences: Neuropsychology Approach by Combining Neuroimaging and Physiology Features
Filbert Juwono (Speaker) & Erick Purwanto (Speaker)
6 Sept 2024 → 8 Sept 2024Activity: Talk or presentation › Presentation at conference/workshop/seminar
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AI and Education Special Session at the 10th International Conference on Smart Computing and Communication (ICSCC 2024)
Na Li (Chair), Erick Purwanto (Member of programme committee) & Filbert Juwono (Organiser)
25 Jul 2024Activity: Participating in or organising an event › Organising an event e.g. a conference, workshop, …
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10th International Conference on Smart Computing and Communication 2024
Filbert Juwono (Organiser) & Erick Purwanto (Organiser)
25 Jul 2024 → 27 Jul 2024Activity: Participating in or organising an event › Organising an event e.g. a conference, workshop, …