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
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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
Fingerprint
Dive into the research topics where Erick Purwanto is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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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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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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Identification of at-risk students based on learning analytics: a Machine Learning approach
Selig, T., Purwanto, E. & Zhang, Q.
1/03/24 → 28/02/27
Project: Internal Research Project
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Implementing Computational Thinking Education in K-12 and Higher Education
Zhang, Q., Purwanto, E., Selig, T., Li, N., Sun, D., Paracha, S., Xu, S. & Luo, Y.
14/11/23 → 28/08/26
Project: Internal Research Project
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Enhancing Big Data Analytics Teaching through Competition-based Learning Using Kaggle Platform
Fan, P., Li, N., Purwanto, E., Tay, T. T. & Wang, J.
1/09/23 → 30/09/26
Project: Internal Research Project
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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 Jan 2025, ICBDE 2024 - 2024 the 7th International Conference on Big Data and Education. Association for Computing Machinery, Inc, p. 65-71 7 p. (ICBDE 2024 - 2024 the 7th International Conference on Big Data and Education).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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VisualCodeMOOC: A course platform for algorithms and data structures integrating a conversational agent for enhanced learning through dynamic visualizations
Li, M., Wang, D., Purwanto, E., Selig, T., Zhang, Q. & Liang, H. N., May 2025, In: SoftwareX. 30, 10 p., 102072.Research output: Contribution to journal › Article › peer-review
Open Access -
WaterVG: Waterway Visual Grounding Based on Text-Guided Vision and mmWave Radar
Guan, R., Jia, L., Yao, S., Yang, F., Xu, S., Purwanto, E., Zhu, X., Man, K. L., Lim, E. G., Smith, J., Hu, X. & Yue, Y., 2025, (Accepted/In press) In: IEEE Transactions on Intelligent Transportation Systems.Research output: Contribution to journal › Article › peer-review
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WaterVG: Waterway Visual Grounding based on Text-Guided Vision and mmWave Radar
Guan, R., Jia, L., Yao, S., Yang, F., Purwanto, E., Zhu, X., Lim, E. G., Smith, J. S., Man, K. L., Hu, X. & Yue, Y., 20 Jan 2025, In: IEEE Transactions on Intelligent Transportation Systems.Research output: Contribution to journal › Article › peer-review
1 Citation (Scopus) -
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
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, …