Article

Liaw, Lawrence Chuin Ming and Tan, Shing Chiang and Goh, Pey Yun and Lim, Chee Peng (2025) A histogram SMOTE-based sampling algorithm with incremental learning for imbalanced data classification. Information Sciences, 686. p. 121193. ISSN 0020-0255

Al-Andoli, Mohammed Nasser and Tan, Shing Chiang and Sim, Kok Swee and Goh, Pey Yun and Lim, Chee Peng (2024) A Framework for Robust Deep Learning Models Against Adversarial Attacks Based on a Protection Layer Approach. IEEE Access. p. 1. ISSN 2169-3536

Liaw, Lawrence Chuin Ming and Tan, Shing Chiang and Goh, Pey Yun and Lim, Chee Peng (2024) Cervical cancer classification using sparse stacked autoencoder and fuzzy ARTMAP. Neural Computing and Applications. ISSN 0941-0643

Al-Andoli, Mohammed Nasser and Sim, Kok Swee and Tan, Shing Chiang and Goh, Pey Yun and Lim, Chee Peng (2023) An Ensemble-Based Parallel Deep Learning Classifier With PSO-BP Optimization for Malware Detection. IEEE Access, 11. pp. 76330-76346. ISSN 2169-3536

Ngo, Ching Yang and Chong, Lee Ying and Chong, Siew Chin and Goh, Pey Yun (2023) Bird Species Recognition System with Fine-Tuned Model. International Journal on Advanced Science, Engineering and Information Technology (IJASEIT), 13 (5). pp. 1719-1726. ISSN 2088-5334

Al-Andoli, Mohammed Nasser and Tan, Shing Chiang and Sim, Kok Swee and Goh, Pey Yun and Lim, Chee Peng (2023) An ensemble deep learning classifier stacked with fuzzy ARTMAP for malware detection. Journal of Intelligent & Fuzzy Systems, 44 (6). pp. 10477-10493. ISSN 1064-1246

Al-Andoli, Mohammed Nasser and Tan, Shing Chiang and Sim, Kok Swee and Lim, Chee Peng and Goh, Pey Yun (2022) Parallel Deep Learning with a hybrid BP-PSO framework for feature extraction and malware classification. Applied Soft Computing, 131. p. 109756. ISSN 1568-4946

Goh, Pey Yun and Tan, Shing Chiang and Cheah, Wooi Ping and Lim, Chee Peng (2019) Adaptive rough radial basis function neural network with prototype outlier removal. Information Sciences, 505. pp. 127-143. ISSN 0020-0255

Goh, Pey Yun and Tan, Shing Chiang and Cheah, Wooi Ping and Lim, Chee Peng (2016) Reducing the complexity of an adaptive radial basis function network with a histogram algorithm. Neural Computing and Applications. pp. 1-14. ISSN 0941-0643

Goh, Pey Yun and Tan, Shing Chiang and Cheah, Wooi Ping (2016) Anomaly Detection Using Correctness Matching Through a Neighborhood Rough Set. Lecture Notes in Computer Science, 9949. pp. 434-441. ISSN 0302-9743

Goh, Pey Yun and Ismail, Hishamuddin and Murad, Md. Wahid (2008) Factors Affecting the Readiness of Malaysian Schools toward ICT Management: A Theoretical Context. 10th IBIMA Conference on Innovation and Knowledge Management in Business Globalization. pp. 212-215.

Book Section

Goh, Pey Yun and Tan, Shing Chiang (2020) Identifying and Removing Outlier Features Using Neighborhood Rough Set. In: Information Science and Applications. Lecture Notes in Electrical Engineering (Information Science and Applications), 621 . Springer, pp. 485-495. ISBN 9789811514647

Goh, Pey Yun and Tan, Shing Chiang and Cheah, Wooi Ping (2014) A nodes reduction procedure for RBFNDDA through histogram. In: Neural Information Processing. Lecture Notes in Computer Science (8834). Springer International Publishing, pp. 127-134. ISBN 978-3-319-12636-4

Conference or Workshop Item

Gan, Yip Fong and Goh, Pey Yun and Chong, Lee Ying and Tan, Shing Chiang (2024) A Comparative Study: Facial Emotion Recognition by Using Deep Learning. In: 2024 12th International Conference on Information and Communication Technology (ICoICT), 07-08 August 2024, Bandung, Indonesia.

Tan, Andrew Xue Yee and Chong, Lee Ying and Chong, Siew Chin and Goh, Pey Yun (2024) Flower shop mobile chatbot. In: 3rd International Conference on Computer, Information Technology, and Intelligent Computing (CITIC2023), 26–28 July 2023, Virtual Conference.

Wong, Chee Hong and Chong, Lee Ying and Chong, Siew Chin and Goh, Pey Yun (2024) Photo-based mobile progress tracking with cloud synchronization. In: 3rd International Conference on Computer, Information Technology, and Intelligent Computing (CITIC2023), 26–28 July 2023, Virtual Conference.

Tan, Jun Wei and Goh, Pey Yun and Tan, Shing Chiang and Chong, Lee Ying (2024) Projecting the Pattern of Adversarial Attack in Low Dimensional Space. In: 2024 12th International Conference on Information and Communication Technology (ICoICT), 07-08 August 2024, Bandung, Indonesia.

Saleh, Mohammad Mahmoud Naser and Lew, Sook Ling and Goh, Pey Yun (2024) Proposed cloud learning management systems framework: A study of instructors’ acceptance and adoption. In: MULTIMEDIA UNIVERSITY ENGINEERING CONFERENCE 2023 (MECON2023), 26–28 July 2023, Virtual Conference.

Chang, Timothy Zhi Wei and Tan, Shing Chiang and Sim, Kok Swee and Lim, Chee Peng and Goh, Pey Yun (2023) Application of Over-Sampling Techniques and Fuzzy ARTMAP to Condition Monitoring of a Power Generation System. In: 2023 IEEE 3rd International Conference in Power Engineering Applications (ICPEA), 6-7 Mar 2023, Putrajaya, Malaysia.

Susaie, Clara and Tan, Choo Kim and Shella Susaie, Jeniffer and Goh, Pey Yun (2023) Pedagogical Agent in Improving Students’ Performance in Discrete Mathematics. In: 2023 11th International Conference on Information and Communication Technology (ICoICT), 23-24 August 2023, Melaka, Malaysia.

Tan, Jun Wei and Goh, Pey Yun and Tan, Shing Chiang and Chong, Lee Ying (2023) Visual Analysis on Adversarial Images. In: 2023 2nd International Conference on Computer Technologies (ICCTech), 23-25 February 2023, Kuantan, Malaysia.

Liaw, Chuin Ming and Tan, Shing Chiang and Goh, Pey Yun (2022) Deep Neural Network with Incremental Learning for Imbalanced Data Classification. In: Postgraduate Colloquium December 2022, 1-15 December 2022, Multimedia University, Malaysia. (Unpublished)

Tan, Jun Wei and Goh, Pey Yun and Tan, Shing Chiang (2022) Rough-based Data Sanitization Model for Defending Adversarial Attack in Machine Learning. In: Postgraduate Colloquium December 2022, 1-15 December 2022, Multimedia University, Malaysia. (Unpublished)

Naser Saleh, Mohammad Mahmoud and Lew, Sook Ling and Goh, Pey Yun (2022) Evaluation Model and Prototype of Learning Management System: The Instructors and Faculty Perspective. In: Postgraduate Colloquium December 2022, 1-15 December 2022, Multimedia University, Malaysia. (Unpublished)

Yuan, Lik Xun and Tan, Shing Chiang and Goh, Pey Yun and Lim, Chee Peng and Watada, Junzo (2017) Fuzzy ARTMAP with Binary Relevance for Multi-label Classification. In: International Conference on Intelligent Decision Technologies.