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
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Projects
- 11 Active
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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 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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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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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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Identification of at-risk students based on learning analytics: a Machine Learning approach
Selig, T., Purwanto, E. & Zhang, Q.
11/01/24 → 31/12/27
Project: Internal Research Project
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We used a hybrid escape room to dramatically boost student attendance
Tay, J., Li, N. & Purwanto, E., 2024Research output: Practice-based research output › Textual work
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Blended Learning Solutions for Introductory Programming Courses
Selig, T., Purwanto, E. & Li, N., 16 Feb 2023Research output: Other contribution › peer-review
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Cervical Spine Fracture Detection through Two-stage Approach of Mask Segmentation and Windowing based on Convolutional Neural Network
Kim, D., Ning, X., Liang, K., Ni, Y., Wang, D., Li, M., Wang, Y., Purwanto, E. & Man, K. L., 2023, 2023 International Conference on Platform Technology and Service, PlatCon 2023 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1-6 6 p. (2023 International Conference on Platform Technology and Service, PlatCon 2023 - Proceedings).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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Computational Thinking and pAIr Programming with XIPU AI 计算思维与使用西浦人工智能（君谋）的结对编程
Purwanto, E. & Zhang, Q., 2023Research output: Practice-based research output › Exhibition/ Event/ Festival › Recorded/rendered creative work: Website/ Web-based Exhibition
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Customizing SAM for histologic image segmentation of kidney biopsy by a detector approach: det-SAM
Ning, X., Ni, Y., Liang, K., Wang, D., Purwanto, E. & Man, K. L., 2023, Proceedings - 2023 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, CyberC 2023. Institute of Electrical and Electronics Engineers Inc., p. 225-233 9 p. (Proceedings - 2023 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, CyberC 2023).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
Activities
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Student Competition CyberC Big-Big Data Analytics Supervision
Erick Purwanto (Participant), Mingyuan Li (Participant), Duan Wang (Participant) & Junfeng Huang (Participant)
Oct 2023Activity: Other
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Education Sciences (Journal)
Erick Purwanto (Reviewer)
30 Sept 2023Activity: Peer-review and editorial work of publications › Publication Peer-review
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Advance Higher Education (SFHEA) (External organisation)
Erick Purwanto (Member)
4 Sept 2023Activity: Membership › other membership
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IEEE Access (Journal)
Erick Purwanto (Reviewer)
2 Sept 2023Activity: Peer-review and editorial work of publications › Publication Peer-review
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SwiftQuiz - An interactive module to help teachers swiftly create questions and get rich feedback
Erick Purwanto (Speaker), Na Li (Speaker), Kok Hoe Wong (Speaker), Xiang Xie (Speaker), Yiming Li (Speaker) & Zeqiang Ning (Speaker)
Sept 2023Activity: Talk or presentation › Invited talk