Article

Nila, Farzana Sharmin and Tan, Wooi Haw and Ooi, Chee Pun and Tan, Yi Fei (2024) IoT-Based Embedded System for Streamlined Thermal Comfort Data Collection in Buildings. International Journal of Integrated Engineering, 16 (3). pp. 78-91. ISSN 2229-838X

Altabaji, Wassem I. A. E. and Umair, Muhammad and Tan, Wooi Haw and Foo, Yee Loo and Ooi, Chee Pun (2024) Comparative Analysis of Transfer Learning, LeafNet, and Modified LeafNet Models for Accurate Rice Leaf Diseases Classification. IEEE Access, 12. pp. 36622-36635. ISSN 2169-3536

Al-Quraishi, Maged S. and Tan, Wooi Haw and Elamvazuthi, Irraivan and Ooi, Chee Pun and Saad, Naufal M. and Al-Hiyali, Mohammed Isam and Abdul Karim, Hezerul and Azhar Ali, Syed Saad (2024) Cortical signals analysis to recognize intralimb mobility using modified RNN and various EEG quantities. Heliyon, 10 (9). e30406. ISSN 2405-8440

Tan, Hui Hui and Tan, Yi Fei and Tan, Wooi Haw and Ooi, Chee Pun (2024) Enhanced Thermal Comfort Prediction Model by Addressing Outliers and Data Imbalance. Journal of Advanced Research in Fluid Mechanics and Thermal Sciences, 118 (1). pp. 52-64. ISSN 2289-7879

Kit, Ng Chin and Ooi, Chee Pun and Tan, Wooi Haw and Tan, Yi Fei and Cheong, Soon Nyean (2023) Facial emotion recognition using deep learning detector and classifier. International Journal of Electrical and Computer Engineering (IJECE), 13 (3). p. 3375. ISSN 2088-8708

Tan, Yi Fei and Poh, Soon Chang and Ooi, Chee Pun and Tan, Wooi Haw (2023) Human activity recognition with self-attention. International Journal of Electrical and Computer Engineering (IJECE), 13 (2). p. 2023. ISSN 2088-8708

Altabaji, Wassem I. A. E. and Tan, Wooi Haw and Ooi, Chee Pun and Tan, Yi Fei (2023) Identification of Banana Leaf Diseases and Detection. Lecture Notes in Electrical Engineering, 983. pp. 425-434. ISSN 1876-1100

Pal, Sauryadeep and Umair, Muhammad and Tan, Wooi Haw and Foo, Yee Loo (2023) Practical Evaluation of Federated Learning in Edge AI for IoT. JOIV : International Journal on Informatics Visualization, 7 (3-2). p. 2115. ISSN 2549-9610

Buhari, Adamu Muhammad and Ooi, Chee Pun and Baskaran, Vishnu Monn and Phan, Raphael Chung Wei and Wong, Kok Sheik and Tan, Wooi Haw (2022) Invisible emotion magnification algorithm (IEMA) for real-time micro-expression recognition with graph-based features. Multimedia Tools and Applications. pp. 1-26. ISSN 1380-7501; eISSN: 1573-7721

Tabbakha, Nour Eddin and Ooi, Chee Pun and Tan, Wooi Haw and Tan, Yi Fei (2021) A wearable device for machine learning based elderly’s activity tracking and indoor location system. Bulletin of Electrical Engineering and Informatics, 10 (2). pp. 1-13. ISSN 2089-3191

Tan, Booi Chen and Lau, Teck Chai and Khan @ Thandar Oo, Nasreen and Tan, Wooi Haw and Ooi, Chee Pun (2021) Elderly Customers’ Open Innovation on Smart Retirement Village: What They Want and What Drive Their Intention to Relocate? Journal of Open Innovation: Technology, Market, and Complexity, 7 (4). p. 207. ISSN 2199-8531

Tan, Wooi Haw and Cham, Chin Leei and Tan, Ai Hui (2020) Identification of a Parameter-Varying Mist Reactor for Cell Culture. IFAC-PapersOnLine, 53 (1). pp. 622-627. ISSN 2405-8963

Cham, Chin Leei and Tan, Ai Hui and Sarke, Md Tanjil and Tan, Wooi Haw (2020) Model Predictive Control with Direct Feedthrough with Application on a Mist Reactor. IFAC-PapersOnLine, 53 (1). pp. 183-188. ISSN 2405-8963

Buhari, Adamu Muhammad and Ooi, Chee Pun and Baskaran, Vishnu Monn and Phan, Raphaël C W and Kok, Sheik Wong and Tan, Wooi Haw (2020) FACS-Based Graph Features for Real-Time Micro-Expression Recognition. Journal of Imaging, 6 (12). p. 130. ISSN 2313-433X

Sherif, Suheib and Tan, Wooi Haw and Ooi, Chee Pun and Sherif, Abubaker and Mansor, Sarina (2020) LoRa driven medical adherence system. Bulletin of Electrical Engineering and Informatics, 9 (6). pp. 2294-2301. ISSN 2089-3191

Tabbakha, Nour Eddin and Ooi, Chee Pun and Tan, Wooi Haw and Tan, Yi Fei (2020) A wearable device for machine learning based elderly's activity tracking and indoor location system. Bulletin of Electrical Engineering and Informatics, 10 (2). pp. 927-939. ISSN 2089-3191

Sherif, Abubaker and Sherif, Suheib and Ooi, Chee Pun and Tan, Wooi Haw (2019) A LoRa-Driven Home Security System for a Residential Community in a Retirement Township. International Journal of Technology, 10 (7). pp. 1297-1306. ISSN 2086-9614

Tan, Wooi Haw and Lee, Yee Lien and Ooi, Chee Pun and Cheong, Soon Nyean and Baskaran, Vishnu Monn and Low, Yeong Liang (2019) FPGA-based embedded architecture for IoT home automation application. Indonesian Journal of Electrical Engineering and Computer Science, 14 (2). pp. 646-652. ISSN 2502-4752

Tan, Wooi Haw and Tan, Yi Fei and Cheong, Soon Nyean and Poh, Soon Chang and Ooi, Chee Pun (2019) Anomaly detection on in-home activities data based on time interval. Indonesian Journal of Electrical Engineering and Computer Science, 15 (2). pp. 778-785. ISSN 2502-4752

Tan, Wooi Haw and Ooi, Chee Pun and Hammami, Samir Marwan and Alhammami, Muhammad (2019) Optimised ML-based System Model for Adult-Child Actions Recognition. KSII Transactions on Internet and Information Systems, 13 (2). pp. 929-944. ISSN 1976-7277

Poh, Soon Chang and Tan, Yi Fei and Cheong, Soon Nyean and Ooi, Chee Pun and Tan, Wooi Haw (2019) Anomaly Detection for Home Activity based on Sequence Pattern. International Journal of Technology, 10 (7). pp. 1276-1285. ISSN 2086-9614

Cham, Chin Leei and Tan, Ai Hui and Tan, Wooi Haw (2017) Identification of a multivariable nonlinear and time-varying mist reactor system. Control Engineering Practice, 63. pp. 13-23. ISSN 0967-0661

Abbas, A. A. and Xiaoning, Guo and Tan, Wooi Haw and Jalab, H. A. (2014) Combined spline and B-spline for an improved automatic skin lesion segmentation in dermoscopic images using optimal color channel. Journal of Medical Systems, 38 (80). ISSN 0148-5598

Ng, Hu and Tan, Wooi Haw and Abdullah, Junaidi (2014) Multi-view Gait Based Biometric System. International Journal of Soft Computing and Software Engineering (JSCSE), 4 (1). pp. 1-12. ISSN 2251-7545

Ng, Hu and Tan, Wooi Haw and Abdullah, Junaidi and Tong, Hau Lee (2014) Development of vision based multiview gait recognition system with MMUGait database. The Scientific World Journal, 2014 (376569). ISSN 1537-744X

Ho, Chiung Ching and Ng, Hu and Tan, Wooi Haw and Ng, Kok Why and Tong, Hau Lee and Yap, Timothy Tzen Vun and Chong, Pei Fen and Eswaran, Chikkannan and Abdullah, Junaidi (2013) MMU GASPFA: A COTS multimodal biometric database. Pattern Recognition Letters, 34 (15). pp. 2043-2050. ISSN 0167-8655

Ng, Hu and Abdullah, Junaidi and Tan, Wooi Haw (2013) Multi-view gait based human identification system with Covariate analysis. International Arab Journal of Information Technology (IAJIT), 10 (5). pp. 519-526. ISSN 1683-3198

Book Section

Chan, Jerry Ting Hai and Ooi, Chee Pun and Tan, Wooi Haw (2016) Accelerating video and image processing design for FPGA using HDL coder and simulink. In: 2015 IEEE Conference on Sustainable Utilization And Development In Engineering and Technology (CSUDET). IEEE Xplore, pp. 1-5. ISBN 978-1-4799-8612-5

Alhammami, Muhammad and Ooi, Chee Pun and Tan, Wooi Haw (2016) Hardware/software co-design for accelerating human action recognition. In: 2015 IEEE Conference on Sustainable Utilization And Development In Engineering and Technology (CSUDET). IEEE Xplore, pp. 1-5. ISBN 978-1-4799-8612-5

Wan Ahmad, Wan Siti Halimatul Munirah and Ahmad Fauzi, Mohammad Faizal and Tan, Wooi Haw (2014) Content-based medical image retrieval system for infections and fluids in chest radiographs. In: Information Retrieval Technology. Lecture Notes in Computer Science (8870). Springer International Publishing, pp. 14-23. ISBN 978-3-319-12843-6

Al-abayechi, Alaa Ahmed Abbas and Logeswaran, Rajasvaran and Guo, Xiaoning and Tan, Wooi Haw (2013) Lesion border detection in dermoscopy images using bilateral filter. In: 2013 IEEE International Conference on Signal and Image Processing Applications (lCSIPA). IEEE Xplore, pp. 365-368. ISBN 978-1-4799-0267-5

Ng, Hu and Ho, Chiung Ching and Tan, Wooi Haw and Tong, Hau Lee and Ng, Kok Why and Yap, Timothy Tzen Vun and Chong, Pei Fen and Tan, Lay Kun and Abdullah, Junaidi and Eswaran, Chikkannan (2013) MMUGait database and baseline results. In: Advances in Visual Informatics. Lecture Notes in Computer Science, 8237 (8237). Springer Berlin Heidelberg, pp. 458-469. ISBN 978-3-319-02957-3

Ng, Hu and Tan, Wooi Haw and Tong, Hau Lee and Abdullah, Junaidi and Komiya, Ryoichi (2009) Extraction and Classification of Human Gait Features. In: Visual Informatics: Bridging Research and Practice. Lecture Notes in Computer Science (5857). Springer Berlin Heidelberg, pp. 596-606. ISBN 978-3-642-05035-0, 978-3-642-05036-7

Ng, Hu and Tan, Wooi Haw and Komiya, Ryoichi and Abdullah, Junaidi and Tong, Hau Lee (2009) Extraction of human gait features from enhanced human silhouette images. In: 2009 IEEE International Conference on Signal and Image Processing Applications (ICSIPA). IEEE, 425 -430. ISBN 978-1-4244-5560-7

Conference or Workshop Item

Umair, Muhammad and Tan, Wooi Haw and Foo, Yee Loo (2024) Dynamic Federated Learning Aggregation for Enhanced Intrusion Detection in IoT Attacks. In: 2024 International Conference on Artificial Intelligence in Information and Communication (ICAIIC), 19-22 February 2024, Osaka, Japan.

Tan, Hui Hui and Tan, Yi Fei and Tan, Wooi Haw and Ooi, Chee Pun (2024) Geo-specific development of thermal comfort prediction models: A machine learning approach using the ASHRAE dataset. In: MULTIMEDIA UNIVERSITY ENGINEERING CONFERENCE 2023 (MECON2023), 26–28 July 2023, Virtual Conference.

Tan, Yi Fei and Zhao, Ge Zhi and Ooi, Chee Pun and Tan, Wooi Haw (2024) Leveraging Interquartile Range and Isolation Forest for Abnormal Power Consumption Prediction. In: 2024 IEEE 6th Advanced Information Management, Communicates, Electronic and Automation Control Conference (IMCEC), 24-26 May 2024, Chongqing, China.

Umair, Muhammad and Tan, Wooi Haw and Foo, Yee Loo (2024) Optimized 1D Convolutional Neural Network for Efficient Intrusion Detection in IoT Networks. In: 2024 IEEE 8th International Conference on Signal and Image Processing Applications (ICSIPA), 03-05 September 2024, Kuala Lumpur, Malaysia.

Umair, Muhammad and Tan, Wooi Haw and Foo, Yee Loo (2023) Challenges in Federated Learning for Resource-Constrained IoT Environments: Energy Efficiency, Privacy, and Statistical Heterogeneity. In: 2023 IEEE 8th International Conference on Recent Advances and Innovations in Engineering (ICRAIE), 02-03 December 2023, Kuala Lumpur, Malaysia.

Umair, Muhammad and Tan, Wooi Haw and Foo, Yee Loo (2023) Efficient Malware Classification with Spiking Neural Networks: A Case Study on N-BaIoT Dataset. In: 2023 Fourteenth International Conference on Ubiquitous and Future Networks (ICUFN), 4 - 7 July 2023, Paris, France.

Cheong, Soon Nyean and Tan, Jia Hui and Ng, Wen Yong and Permadi, Dendi and Tan, Yi Fei and Tan, Wooi Haw (2023) Enhancing User Experience: Immersive Virtual Reality Property Showhouse. In: 2023 IEEE 13th International Conference on System Engineering and Technology (ICSET), 2 October 2023, Shah Alam, Malaysia.

Tan, Hui Hui and Tan, Yi Fei and Tan, Wooi Haw and Ooi, Chee Pun (2023) Investigating the Performance of Thermal Comfort Prediction Model with Isolation Forest. In: 2023 IEEE 13th International Conference on System Engineering and Technology (ICSET), 2 October 2023, Shah Alam, Malaysia.

Umair, Muhammad and Tan, Wooi Haw and Foo, Yee Loo (2023) Network Intrusion Detection using Dynamic Weighted Aggregation Federated Learning. In: 2023 IEEE 8th International Conference on Recent Advances and Innovations in Engineering (ICRAIE).

Pal, Sauryadeep and Tan, Wooi Haw and Foo, Yee Loo (2023) Privacy-Focused Edge AI-on-IoT with Federated Learning. In: 2023 IEEE 8th International Conference on Recent Advances and Innovations in Engineering (ICRAIE), 02-03 December 2023, Kuala Lumpur, Malaysia.

Tan, Yi Fei and Zhao, Ge Zhi and Cheeng, Tze Hang and Ooi, Chee Pun and Tan, Wooi Haw and Cheong, Soon Nyean (2023) Supervised Machine Learning Techniques for Power Consumption Usage Level Prediction. In: 2023 6th International Conference on Software Engineering and Computer Science (CSECS), 22-24 December 2023, Chengdu, China.

Ibrahim, Wassem and Ooi, Chee Pun and Tan, Wooi Haw (2022) Identification Of Leaf Diseases Detection for Smart Farmings. In: Postgraduate Colloquium December 2022, 1-15 December 2022, Multimedia University, Malaysia. (Unpublished)

Alnahhas, Mutaz Mmofid and Tan, Wooi Haw and Ooi, Chee Pun (2022) Speech Emotion Recognition of Intelligent Virtual Companion for Solitudinarian. In: Postgraduate Colloquium December 2022, 1-15 December 2022, Multimedia University, Malaysia. (Unpublished)

Tan, Yi Fei and Poh, Soon Chang and Ooi, Chee Pun and Tan, Wooi Haw and Quek, Albert and Gan, Chee Yong and Lee, Yew Chun and Yap, Zhun Hau and Cham, Chin Leei (2021) Alice: A General-Purpose Virtual Assistant Framework. In: 7th International Conference on Computational Science and Technology, ICCST 2020, 29 - 30 August 2020, Pattaya, Thailand.

Abubaker Sherif, Abubaker Faisal and Tan, Wooi Haw and Ooi, Chee Pun and Tan, Yi Fei (2021) A Scalable Cloud-Based Medical Adherence System with Data Analytic for Enabling Home Hospitalization. In: 7th International Conference on Computational Science and Technology, ICCST 2020, 29 - 30 August 2020, Pattaya, Thailand.

Ooi, Chee Pun and Tan, Wooi Haw and Tan, Yi Fei and Abubaker Sherif, Suheib Faisal (2021) Vision-Based Activity Recognition System with a Deep Neural Network for Surveillance. In: 7th International Conference on Computational Science and Technology, ICCST 2020, 29 - 30 August 2020, Pattaya, Thailand.

Tan, Wooi Haw and Ooi, Chee Pun and Cheong, Soon Nyean and Guo, Xiaoning and Tan, Yi Fei and Poh, Soon Chang (2019) LSTM and HMM Comparison for Home Activity Anomaly Detection. In: 3rd IEEE Information Technology, Networking, Electronic and Automation Control Conference, ITNEC 2019, 15-17 March 2019, Chengdu, China.

Tabbakha, Nour Eddin and Tan, Wooi Haw and Ooi, Chee Pun (2019) Elderly Action Recognition System with Location and Motion Data. In: 2019 7th International Conference on Information and Communication Technology, ICoICT 2019, 24-26 July 2019, Kuala Lumpur, Malaysia.

Tabbakha, Nour Eddin and Tan, Wooi Haw and Ooi, Chee Pun (2017) Indoor location and motion tracking system for elderly assisted living home. In: 2017 International Conference on Robotics, Automation and Sciences (ICORAS), 27-29 Nov. 2017, Melaka, Malaysia.

Thesis

Tan , Wooi Haw (2010) Development Of An Interactive And Automatic System For The Analysis Of Myocardial Perfusion Spect Images. PhD thesis, University of Multimedia.

Other

Muhammad, Umair and Tan, Wooi Haw and Foo, Yee Loo LeafNet2: A lightweight deep learning model for the classification of leaf diseases. None. (Unpublished)