Article

Lai, Daniel and Lew, Sook-Ling and Ooi, Shih Yin (2024) Collaborative Learning Management System with Analytical Insights: A Preliminary Study. International Journal of Management, Finance and Accounting, 5 (1). pp. 135-151. ISSN 2735-1009

Quek, Vivian Jia Yi and Pang, Ying Han and Lim, Zheng You and Ooi, Shih Yin and Khoh, Wee How (2024) Predicting churn with filter-based techniques and deep learning. International Journal of Electrical and Computer Engineering (IJECE), 14 (2). pp. 2135-2144. ISSN 2088-8708

Quek, Vivian Jia Yi and Pang, Ying Han and Lim, Zheng You and Ooi, Shih Yin and Khoh, Wee How (2023) Customer Churn Prediction through Attribute Selection Analysis and Support Vector Machine. Journal of Telecommunications and the Digital Economy, 11 (3). pp. 180-194. ISSN 2203-1693

Pau, Kiu Nai and Lee, Vicki Wei Qi and Ooi, Shih Yin and Pang, Ying Han (2023) The Development of a Data Collection and Browser Fingerprinting System. Sensors, 23 (6). p. 3087. ISSN 1424-8220

Azlin, Azra Izni Anis and Pang, Ying Han and Khoh, Wee How and Ooi, Shih Yin (2023) Hand Gesture Signature Recognition with Machine Learning Algorithms. Lecture Notes in Electrical Engineering, 983. pp. 389-398. ISSN 1876-1100

Chew, Yee Jian and Ooi, Shih Yin and Pang, Ying Han and Lim, Zheng You (2023) Investigating the Relationship between the Influencing Fire Factors and Forest Fire Occurrence in the Districts of Rompin, Pekan, and Kuantan in the State of Pahang, Malaysia, Using Google Earth Engine. International Journal on Advanced Science, Engineering and Information Technology (IJASEIT), 13 (5). p. 1733. ISSN 2088-5334

Law, Check Yee and Goh, Kah Ong Michael and Ooi, Shih Yin and Chong, Lee Ying and Ing, Cha Yi and Yong, Ying Ying (2023) A Pilot Study of Learning Programming with ScratchJr. Lecture Notes in Networks and Systems, 651. pp. 785-793. ISSN 2367-3370

Khoh, Wee How and Pang, Ying Han and Ooi, Shih Yin and Wang, Lillian Yee Kiaw and Poh, Quan Wei (2023) Predictive Churn Modeling for Sustainable Business in the Telecommunication Industry: Optimized Weighted Ensemble Machine Learning. Sustainability, 15 (11). p. 8631. ISSN 2071-1050

Raja Sekaran, Sarmela and Pang, Ying Han and Ooi, Shih Yin (2023) Smartphone-based human activity recognition using lightweight multiheaded temporal convolutional network. Expert Systems with Applications, 227. p. 120132. ISSN 0957-4174

Runtuk, Johan Krisnanto and Ng, Poh Kiat and Ooi, Shih Yin and Purwanto, Remigius and Nur Chairat, Arief Suardi and Ng, Yu Jin (2023) Sustainable Growth for Small and Medium-Sized Enterprises: Interpretive Structural Modeling Approach. Sustainability, 15 (5). p. 4555. ISSN 2071-1050

Chew, Yee Jian and Ooi, Shih Yin and Wong, Kok Seng and Pang, Ying Han and Lee, Nicholas Ming Ze (2022) Adoption of IP Truncation in a Privacy-Based Decision Tree Pruning Design: A Case Study in Network Intrusion Detection System. Electronics (Switzerland), 11 (5). p. 805. ISSN 2079-9292

Chew, Yee Jian and Lee, Nicholas Ming Ze and Ooi, Shih Yin and Wong, Kok Seng and Pang, Ying Han (2022) Benchmarking full version of GureKDDCup, UNSW-NB15, and CIDDS-001 NIDS datasets using rolling-origin resampling. Information Security Journal: A Global Perspective, 31 (5). pp. 1-22. ISSN 1939-3555

Lai, Daniel and Lew, Sook Ling and Ooi, Shih Yin (2022) Mobile Interactive System in Virtual Classroom based on TPACK: A Study from Students’ Perspectives. Journal of Logistics, Informatics and Service Science, 9 (3). pp. 159-171. ISSN 2409-2665

Lai, Daniel and Lew, Sook Ling and Ooi, Shih Yin (2022) Modified TPACK Framework for Teachers’ Efficiency, Students’ Performance and Students’ Engagement. Lecture Notes in Networks and Systems, 235. pp. 827-835. ISSN 2367-3370

Pang, Ying Han and Raja Sekaran, Sarmela and Ooi, Shih Yin and Tan, Teck Guang (2022) Principal coefficient encoding for subject-independent human activity analysis. International Journal of Electrical and Computer Engineering (IJECE), 12 (4). p. 4391. ISSN 2088-8708

Lai, Daniel and Lew, Sook Ling and Ooi, Shih Yin (2022) Proposed Integration of Mobile Interactive System in the Classroom. Lecture Notes in Networks and Systems, 235. pp. 837-845. ISSN 2367-3370

Chew, Yee Jian and Ooi, Shih Yin and Pang, Ying Han and Wong, Kok Seng (2022) A Review of Forest Fire Combating Efforts, Challenges and Future Directions in Peninsular Malaysia, Sabah, and Sarawak. Forests, 13 (9). p. 1405. ISSN 1999-4907

Pang, Ying Han and Liew, Yee Ping and Goh, Fan Ling and Ooi, Shih Yin and Khoh, Wee How (2022) Stacked deep analytic model for human activity recognition on a UCI HAR database. F1000Research, 10. p. 1046. ISSN 2046-1402

Chew, Yong Shan and Pang, Ying Han and Ooi, Shih Yin and Poh, Quan Wei (2022) Stacking spatial-temporal deep learning on inertial data for human activity recognition. Journal of Engineering Science and Technology., 17 (5). pp. 3235-3253. ISSN 1823-4690

Lai, Daniel and Lew, Sook Ling and Ooi, Shih Yin (2022) Synchronous Display and Whiteboard-Like Freehand Writing App as Teaching Tool for Virtual Classroom amidst the Pandemic. F1000Research, 10. p. 1308. ISSN 2046-1402

Chew, Yee Jian and Ooi, Shih Yin and Pang, Ying Han and Wong, Kok Seng (2022) Trend Analysis of Forest Fire in Pahang, Malaysia from 2001-2021 with Google Earth Engine Platform. Journal of Logistics, Informatics and Service Science, 9 (9). pp. 15-26. ISSN 2409-2665

Lim, Jit Yan and Lim, Kian Ming and Ooi, Shih Yin and Lee, Chin Poo (2021) Efficient-PrototypicalNet with self knowledge distillation for few-shot learning. Neurocomputing, 459. pp. 327-337. ISSN 0925-2312

Khoh, Wee How and Pang, Ying Han and Teoh, Andrew Beng Jin and Ooi, Shih Yin (2021) In-air hand gesture signature using transfer learning and its forgery attack. Applied Soft Computing, 113. p. 108033. ISSN 1568-4946

Khoh, Wee How and Pang, Ying Han and Ooi, Shih Yin and Yap, Hui Yen (2021) Spatiotemporal spectral histogramming analysis in hand gesture signature recognition. Journal of Intelligent & Fuzzy Systems, 40 (3). pp. 4275-4286. ISSN 1064-1246

Wong, Kok Seng and Chew, Yee Jian and Ooi, Shih Yin and Pang, Ying Han (2021) Toward forecasting future day air pollutant index in Malaysia. The Journal of Supercomputing, 77 (5). pp. 4813-4830. ISSN 0920-8542, 1573-0484

Ooi, Shih Yin and Teoh, Andrew Beng Jin (2019) Touch-Stroke Dynamics Authentication Using Temporal Regression Forest. IEEE Signal Processing Letters, 26 (7). pp. 1001-1005. ISSN 1070-9908

Pang, Ying Han and Ooi, Shih Yin and Chew, Yee Jian and Wong, Kok Seng (2019) Privacy Preserving of IP Address through Truncation Method in Network-based Intrusion Detection System. ACM International Conference Proceeding Series, 147956. pp. 569-573.

Ooi, Shih Yin and Chew, Yee Jian and Kok, Seng Wong and Pang, Ying Han and Seoung, Oun Hwang (2018) Evaluation of black-marker and bilateral classification with J48 decision tree in anomaly based intrusion detection system. Special Section: Green and Human Information Technology, 35 (6). pp. 5927-5937. ISSN 1064-1246

Wee, Yit Yin and Cheah, Wooi Ping and Ooi, Shih Yin and Tan, Shing Chiang (2018) Application of Bayesian belief networks and fuzzy cognitive maps in intrusion analysis. Journal of Intelligent & Fuzzy Systems, 35 (1). pp. 111-122. ISSN 1064-1246

Pang, Ying Han and Teoh, Andrew Beng Jin and Ooi, Shih Yin and Low, Cheng Yaw (2018) Enhanced independent spectral histogram representations in face recognition. Multimedia Tools and Applications, 77 (11). pp. 14259-14284. ISSN 1380-7501

Ooi, Shih Yin and Lee, Nicholas Ming Ze and Tan, Syh Yuan and Pang, Ying Han and Hwang, Seong Oun (2018) Study of long short-term memory in flow-based network intrusion detection system. Journal of Intelligent & Fuzzy Systems, 35 (6). pp. 5947-5957. ISSN 1064-1246

Ooi, Shih Yin and Cheah, Wooi Ping and Tan, Shing Chiang (2018) Temporal Sleuth Machine with decision tree for temporal classification. Soft Computing, 20 (24). pp. 8077-8095. ISSN 1432-7643

Ooi, Shih Yin and Tan, Shing Chiang and Cheah, Wooi Ping (2017) Temporal sampling forest (TS-F): an ensemble temporal learner. Soft Computing: Methodologies and Applications, 21 (23). pp. 7039-7052. ISSN 1615-3871

Kueh, Tze Cheng and Beh, S. L. and Ooi, Shih Yin and Rilling, D. G. (2017) Experimental study to the influences of rotational speed and blade shape on water vortex turbine performance. Journal of Physics: Conference Series, 822. 012066. ISSN 1742-6588

Ooi, Shih Yin and Tan, Shing Chiang and Cheah, Wooi Ping (2017) Temporal sampling forest (TS-FTS-F): an ensemble temporal learner. Soft Computing, 21 (23). pp. 7039-7052. ISSN 1432-7643

Ooi, Shih Yin and Pang, Ying Han and Khor, Ean Yee (2016) Biometric Access Control with High Dimensional Facial Features. Information Security and Privacy, 9723. pp. 437-445. ISSN 0302-9743

Ooi, Shih Yin and Teoh, Andrew Beng Jin and Pang, Ying Han and Hiew, Bee Yan (2016) Image-based handwritten signature verification using hybrid methods of discrete Radon transform, principal component analysis and probabilistic neural network. Applied Soft Computing, 40. pp. 274-282. ISSN 1568-4946

Ooi, Shih Yin and Teoh, Andrew Ben Jin and Pang, Ying Han and Hiew, Bee Yan and Hiew, Fu San (2013) Reissuable Biometrics through Image-Based Handwritten Signature Verification. International Journal of Computer Science and Network Security, 13 (6). pp. 18-26. ISSN 1738-7906

Liew, Yee Ping and Pang, Ying Han and Lau, Siong Hoe and Ooi, Shih Yin and Bashier, Housam Khalifa (2013) Normalization discriminant independent component analysis. International Journal of Computer, Information Science and Engineering, 7 (8). pp. 143-147. ISSN 2010-376X

Goh, Yong Li and Ooi, Shih Yin and Pang, Ying Han (2012) State of the art: A study on fall detection. International Science Index, 62. 0-280.

Hiew, Bee Yan and Fathin Fakhriah Abdul Aziz, and Ooi, Shih Yin and Teoh, Andrew Beng Jin (2010) A secure touch-less based fingerprint verification system. Journal of WSCG. pp. 1-8.

Pang, Ying Han and Ooi, Shih Yin and Abas, Fazly Salleh and Teoh, Andrew Ben Jin (2009) Class-label locally linear embedding in face recognition. Bahria University Journal of Information & Communication Technology (BUJICT), 2 (1). pp. 18-25. ISSN 1999‐4974

Book Section

Rahman, Md Asifur and Lew, Sook Ling and Ooi, Shih Yin (2020) Augmented Reality for Learning Calculus: A Research Framework of Interactive Learning System. In: Computational Science and Technology. Lecture Notes in Electrical Engineering (Computational Science and Technology), 603 . Springer Verlag, pp. 491-499. ISBN 9789811500572

Chew, Yee Jian and Ooi, Shih Yin and Wong, Kok Seng and Pang, Ying Han (2020) Decision Tree with Sensitive Pruning in Network-based Intrusion Detection System. In: Computational Science and Technology. Lecture Notes in Electrical Engineering (Computational Science and Technology), 603 . Springer Verlag, pp. 1-10. ISBN 9789811500572

Lee, Nicholas Ming Ze and Pang, Ying Han and Ooi, Shih Yin (2020) A Sequential Approach to Network Intrusion Detection. In: Computational Science and Technology. Lecture Notes in Electrical Engineering (Computational Science and Technology), 603 . Springer Verlag, pp. 11-21. ISBN 9789811500572

Ooi, Shih Yin and Tan, Shing Chiang and Cheah, Wooi Ping (2016) Classifying Human Activities with Temporal Extension of Random Forest. In: Neural Information Processing. Springer Berlin Heidelberg, pp. 3-10.

Goh, Fan Ling and Pang, Ying Han and Khor, Ean Yee and Ooi, Shih Yin (2016) Face recognition via semi-supervised discriminant local analysis. In: 2015 IEEE International Conference on Signal and Image Processing Applications (ICSIPA). IEEE, pp. 292-297. ISBN 978-1-4799-8996-6

Pang, Ying Han and Goh, Fang Ling and Ooi, Shih Yin (2016) Independent Statistical Descriptor in Face Recognition. In: AETA 2016: Recent Advances in Electrical Engineering and Related Sciences. Lecture Notes in Electrical Engineering, 415 (678). Springer, pp. 269-277. ISBN 978-3-319-50903-7, 978-3-319-50904-4

Khor, Ean Yee and Pang, Ying Han and Ooi, Shih Yin and Wee, Kuok Kwee (2015) Can subspace based learning approach perform on makeup face recognition? In: 2015 IEEE International Conference on Control System, Computing and Engineering (ICCSCE). IEEE Xplore, pp. 13-18. ISBN 978-1-4799-8252-3

Ling, Cong Xiang and Ooi, Shih Yin and Pang, Ying Han (2015) Intelligent web crawler for file safety inspection. In: 2015 IEEE International Conference on Signal and Image Processing Applications (ICSIPA). IEEE, pp. 309-314. ISBN 978-1-4799-8996-6

Yeo, Kevin and Ooi, Shih Yin and Pang, Ying Han and Wee, Kuok Kwee (2015) Real time mobile application of in-air signature with Fast Dynamic Time Warping (FastDTW). In: 2015 IEEE International Conference on Signal and Image Processing Applications (ICSIPA). IEEE, pp. 315-320. ISBN 978-1-4799-8996-6

Ooi, Shih Yin and Tan, Shing Chiang and Cheah, Wooi Ping (2014) Anomaly based intrusion detection through temporal classification. In: Neural Information Processing. Lecture Notes in Computer Science . Springer International Publishing, pp. 612-619. ISBN 978-3-319-12643-2

Goh, Fang Ling and Pang, Ying Han and Liew, Yee Ping and Ooi, Shih Yin and Loo, Chu Kiong (2014) Wavelet based SDA for face recognition. In: Neural Information Processing. Lecture Notes in Computer Science . Springer International Publishing, pp. 628-635. ISBN 978-3-319-12643-2

Pang, Ying Han and Teo, Chuan Chin and Ooi, Shih Yin and Lau, Siong Hoe and Liew, Yee Ping and Hiew, Fu San (2013) Regularized independent component analysis in face verification. In: The Second International Conference on Informatics Engineering & Information Science (ICIEIS2013). SDIWC, pp. 60-67. ISBN 978-0-9891305-2-3

Conference or Workshop Item

Runtuk, Johan Krisnanto and Ng, Poh Kiat and Ooi, Shih Yin (2023) A data-driven green supplier evaluation and development system. In: 2nd FET PG Engineering Colloquium Proceedings 2023, 1-31 December 2023, Multimedia University, Malaysia. (Submitted)

Lim, Zheng You and Pang, Ying Han and Ooi, Shih Yin and Khoh, Wee How (2023) Analysis of an Optimized LightGBM Based on Different Objective Functions for Customer Churn Prediction in Telecom. In: 2023 7th International Conference on Automation, Control and Robots (ICACR), 4-6 August 2023, Kuala Lumpur, Malaysia.

Lee, Vicki Wei Qi and Ooi, Shih Yin and Pang, Ying Han (2023) Assessing the Importance of Browser Fingerprint Attributes towards User Profiling through Clustering Algorithms. In: 2023 IEEE 13th Symposium on Computer Applications & Industrial Electronics (ISCAIE), 20-21 May 2023, Penang, Malaysia.

Raja Sekaran, Sarmela and Pang, Ying Han and Ooi, Shih Yin (2023) Cascading Global and Local Deep Features for Smartphone-based Human Activity Classification. In: Proceedings of the 2023 12th International Conference on Software and Computer Applications, 23 - 25 Feb 2023, Pahang, Malaysia.

Chi, Chyun Horng and Ooi, Shih Yin and Othman, Evita Herawaty and Pang, Ying Han and Abu Yan, Mohd Khir and Sidin, Khairul Idzwan (2023) Intelligent-based SIEM security email alert. In: 2023 11th International Conference on Information and Communication Technology (ICoICT), 23-24 August 2023, Melaka, Malaysia.

Chew, Yee Jian and Ooi, Shih Yin and Pang, Ying Han (2023) MCD64A1 Burnt Area Dataset Assessment using Sentinel-2 and Landsat-8 on Google Earth Engine: A Case Study in Rompin, Pahang in Malaysia. In: 2023 IEEE 13th Symposium on Computer Applications & Industrial Electronics (ISCAIE), 20-21 May 2023, Penang, Malaysia.

Wong, Guo Hui and Ooi, Shih Yin and Pang, Ying Han (2022) Authentication System for Smart Homes Based on Touch Typing Patterns. In: Postgraduate Colloquium December 2022, 1-15 December 2022, Multimedia University, Malaysia. (Unpublished)

Lee, Vicki Wei Qi and Ooi, Shih Yin and Pang, Ying Han (2022) Detection and Classification of Browser Fingerprinting. In: Postgraduate Colloquium December 2022, 1-15 December 2022, Multimedia University, Malaysia. (Unpublished)

Chew, Yee Jian and Ooi, Shih Yin and Pang, Ying Han (2022) Spatio-Temporal Forest Fire Predictive Modelling with Random Forest and Deep Learning Variants. In: Postgraduate Colloquium December 2022, 1-15 December 2022, Multimedia University, Malaysia. (Unpublished)

Raja Sekaran, Sarmela and Pang, Ying Han and Ooi, Shih Yin (2022) A Temporal Deep Convolutional Sequence Analysis to Track Human Activity. In: Postgraduate Colloquium December 2022, 1-15 December 2022, Multimedia University, Malaysia. (Unpublished)

Tay, Woei Jiunn and Lew, Sook Ling and Ooi, Shih Yin (2022) Remote Access VPN using Mikrotik Router. In: 2022 International Conference on Computer and Drone Applications (IConDA), 28-29 Nov 2022, Sarawak, Malaysia.

Cheah, Zi Liang and Ooi, Shih Yin and Pang, Ying Han (2022) Automated SQL Server Monitoring Tool for I/O Bottleneck Prevention. In: Postgraduate Colloquium December 2022, 1-15 December 2022, Multimedia University, Malaysia. (Unpublished)

Tay, Kian Yang and Pang, Ying Han and Ooi, Shih Yin and Goh, Fan Ling (2021) Contactless Patient Authentication for Registration Using Face Recognition Technology. In: 7th International Conference on Computational Science and Technology, ICCST 2020, 29 - 30 August 2020, Pattaya, Thailand.

Chew, Yee Jian and Ooi, Shih Yin and Pang, Ying Han (2021) Data Acquisition Guide for Forest Fire Risk Modelling in Malaysia. In: 2021 9th International Conference on Information and Communication Technology (ICoICT), 3-5 Aug. 2021, Yogyakarta, Indonesia.

Lai, Daniel and Lew, Sook Ling and Ooi, Shih Yin (2021) A Pedagogical Framework with Integration of TPACK for Mobile Interactive System in Teaching Mathematics. In: 7th International Conference on Computational Science and Technology, ICCST 2020, 29 - 30 August 2020, Pattaya, Thailand.

Pang, Ying Han and Ooi, Shih Yin and Chew, Yong Shan (2020) Deep Analysis for Smartphone-based Human Activity Recognition. In: 2020 8th International Conference on Information and Communication Technology (ICoICT), 24-26 June 2020, Yogyakarta, Indonesia.

Zamri, NorulNarijah and Goh, Fan Ling and Pang, Ying Han and Ooi, Shih Yin (2019) Vision-based Human Action Recognition on Pre-trained AlexNet. In: 2019 9th IEEE International Conference on Control System, Computing and Engineering (ICCSCE), 29 Nov.-1 Dec. 2019, Penang, Penang, Malaysia.

Khoo, Siew Kay and Wee, Kuok Kwee and Ooi, Shih Yin (2017) A study of Bayesian scheduling for M2M traffic in wireless LTE network. In: 2017 International Conference on Robotics, Automation and Sciences (ICORAS), 27-29 Nov. 2017, Melaka.

Pang, Ying Han and Teo, Chuan Chin and Ooi, Shih Yin and Teoh, Andrew Beng Jin and Hiew, Fu San (2013) Locality regularization graph embedding in face verification. In: Proceedings of 2013 3rd International Conference on Computer Engineering and Bioinformatics (ICCEB 2013), 23-24 Nov 2013, Bangkok, Thailand.

Wee, Kuok Kwee and Saed, Nima and Liew, Tze Hui and Ooi, Shih Yin (2013) Video and Voice Transmission over LTE Networks. In: Proceedings of the 2013 IEEE International Conference on Control System, Computing and Engineering, 29 Nov.-1 Dec. 2013, Batu Ferringgi, Malaysia.