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

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

Khow, Zu Jun and Tan, Yi Fei and Abdul Karim, Hezerul and Abdul Rashid, Hairul Azhar (2024) Improved YOLOv8 Model for a Comprehensive Approach to Object Detection and Distance Estimation. IEEE Access, 12. pp. 63754-63767. ISSN 2169-3536

ELhadad, Rawan and Tan, Yi Fei (2023) Anomaly Detection for Human Home Activities Using Pattern Based Sequence Classification. Journal of ICT Research and Applications, 17 (1). pp. 46-57. ISSN 2337-5787

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

ELhadad, Rawan and Tan, Yi Fei and Tan, Wooi Nee (2022) Anomaly Prediction in Electricity Consumption Using a Combination of Machine Learning Techniques. International Journal of Technology, 13 (6). p. 1317. ISSN 2086-9614

Tan, Yi Fei and Koh, Siew Khew and Gan, Chew Peng and Tan, Siow Hooi (2022) Home Activities Sequence Pattern Analysis. Lecture Notes in Electrical Engineering, 835. pp. 459-467. ISSN 1876-1100

Ho, Ian H. J. and Goh, Hui Ngo and Tan, Yi Fei (2022) Preprocessing Impact on Sentiment Analysis Performance on Malay Social Media Text. Journal of System and Management Sciences, 12 (5). pp. 73-90. ISSN 1816-6075, 1818-0523

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, Yi Fei and Guo, Xiaoning and Poh, Soon Chang (2021) Time series activity classification using gated recurrent units. International Journal of Electrical and Computer Engineering (IJECE), 11 (4). p. 3551. ISSN 2088-8708

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

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

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

Tan, Yi Fei and Goh, Yong Kheng and Pooi, Ah Hin and Chin, Ching Herny and Koh, Siew Khew (2018) Stationary queue length distribution of a continuous-time queueing system with negative arrival. Journal of Physics: Conference Series, 1132. ISSN 1742-6588

Koh, Siew Khew and Chin, Ching Herny and Tan, Yi Fei and Pooi, Ah Hin and Goh, Yong Kheng and Lee, Min Cherng and Ng, Tan Ching (2018) Repairable Queue with Non-exponential Interarrival Time and Variable Breakdown Rates. International Journal of Engineering & Technology, 7 (2.15). pp. 76-80. ISSN 2227-524X

Ng, Thiaw Seng and Tan, Yi Fei and Chuah, Teong Chee (2014) QoS-based radio network dimensioning for LTE networks with heavy real-time traffic. International Journal of Communication Systems, 27 (11). pp. 2455-2480. ISSN 1099-1131

Tan, Yi Fei (2014) New approach for finding basic performance measures of single server queue. Journal of Probability and Statistics, 2014. pp. 1-11. ISSN 1687-9538

Tan, Wooi Nee and Sem, Racheal and Tan, Yi Fei (2014) Blooming flower recognition by using eigenvalues of shape features. Sixth International Conference on Digital Image Processing (ICDIP 2014), 9159.

Ng, Thiaw Seng and Tan, Yi Fei and Chuah, Teong Chee (2012) Improved radio network dimensioning for real-time polling service on IEEE 802.16 wireless networks with QoS consideration. International Journal of Communications, Network and System Sciences (IJCNS), 5 (3). pp. 192-205. ISSN 1913-3715

Book Section

Ho, Ian H. J. and Goh, Hui Ngo and Tan, Yi Fei (2022) Inducing a Malay Lexicon from an Unlabelled Dataset Using Word Embeddings. In: Advances and Trends in Artificial Intelligence. Theory and Practices in Artificial Intelligence. Springer Link, pp. 382-394.

Tan, Yi Fei and Azlan, Asyraf and Lam, Hai Shuan and Soo, Wooi King (2016) Sentiment analysis for telco popularity on twitter big data using a novel Malaysian dictionary. In: Advances in Digital Technologies. Frontiers in Artificial Intelligence and Applications, 282 . IOS Press Ebooks, pp. 112-125. ISBN 978-1-61499-636-1, 978-1-61499-637-8

Conference or Workshop Item

Khow, Zu Jun and Tan, Yi Fei and Abdul Karim, Hezerul and Abdul Rashid, Hairul Azhar (2024) Comparative study of deep learning models for sewer pipes anomaly detection. In: MULTIMEDIA UNIVERSITY ENGINEERING CONFERENCE 2023 (MECON2023), 26–28 July 2023, Virtual Conference.

Khow, Zu Jun and Tan, Yi Fei and Abdul Karim, Hezerul and Abdul Rashid, Hairul Azhar (2024) Deep Learning for Pipeline Interior Defect Classification: A Comparative Study of Polar and Cartesian Coordinate Representations. In: 2024 IEEE Symposium on Industrial Electronics & Applications (ISIEA), 6-7 July 2024, Kuala Lumpur, Malaysia.

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.

Fazli, Muhammad Amir Asyraf and Tan, Wooi Nee and Tan, Yi Fei and Gan, Ming Tao and Bashah, Asrul Norul and Suraji, Shamsul Ariffin and Abdul Rahman, Mohd Tawfik (2024) A Hybrid LSTM and Rule-Based Algorithm for Real-Time Prediction of River Water Level and Flood Risk Status: Case study of Tempasuk River, Sabah, Malaysia with real-time monitoring by S.A.I.F.O.N@Belud. In: ICMAI 2024: 2024 9th International Conference on Mathematics and Artificial Intelligence, 10-12 May 2024, Beijing, China.

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.

ELhadad, Rawan and Tan, Yi Fei and Tan, Wooi Nee (2023) Comparison of Enhanced Isolation Forest and Enhanced Local Outlier Factor in Anomalous Power Consumption Labelling. In: 2023 IEEE 3rd International Conference in Power Engineering Applications (ICPEA), 6-7 Mar 2023, Putrajaya, Malaysia.

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.

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.

ELhadad, Rawan and Tan, Yi Fei and Tan, Wooi Nee (2022) Anomaly Prediction in Electricity Consumption. In: Postgraduate Colloquium December 2022, 1-15 December 2022, Multimedia University, Malaysia. (Unpublished)

Tarif, Md. Zubair Hassan and Basaif, Azmi and Oresegun, Adebiyi and Tan, Yi Fei and Abdul Rashid, Hairul Azhar (2022) Clustering Of Radioluminescence Signals from Optical Fiber Dosiemter System. In: Postgraduate Colloquium December 2022, 1-15 December 2022, Multimedia University, Malaysia. (Unpublished)

Tan, Yi Fei and Tan, Wooi Nee and El-Hadad, Rawan and Buhari, Abudhahir (2022) Predicting Power Consumption Anomaly Using Statistical and Supervised Machine Learning Techniques. In: 2022 IEEE 6th Information Technology and Mechatronics Engineering Conference (ITOEC), 4-6 March 2022, Chongqing, China.

Koh, Siew Khew and Chin, Ching Herny and Tan, Yi Fei and Ng, Tan Ching (2021) An alternative approach in finding the stationary queue length distribution of a queueing system with negative customers. In: The 16th IMT-GT International Conference on Mathematics, Statistics and their Applications (ICMSA 2020), 23-24 Nov 2020, Online, Selangor, Malaysia.

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.

Chin, Ching Herny and Koh, Siew Khew and Tan, Yi Fei and Ng, Tan Ching (2021) An alternative approach in finding the stationary queue length distribution of a queueing system with negative customers. In: 16th IMT-GT International Conference on Mathematics, Statistics and their Applications (ICMSA), 23-24 November 2021, Virtual Conference.

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.

Goh, Yong Kheng and Koh, Siew Khew and Chin, Ching Herny and Tan, Yi Fei and Teoh, L. E. and Pooi, Ah Hin (2018) Stationary queue length of a single-server queue with negative arrivals and nonexponential service time distributions. In: 2018 2nd International Conference on Material Engineering and Advanced Manufacturing Technology (MEAMT 2018), 2018.

Tan, Yi Fei and Lai, Jie Yan and Lam, Hai Shuan and Xiaoning, Guo and Soo, Wooi King (2017) Detection on network equipment failure using Naïve bayes classification. In: 2017 IEEE 2nd Information Technology, Networking, Electronic and Automation Control Conference (ITNEC), 15-17 Dec. 2017, Chengdu.

Other

Suhaimi, Liyana Aisyah and Goh, Vik Tor and Tan, Yi Fei (2022) Moderating Useful Reviews using Machine Learning. Periodic Research Publication, Faculty of Engineering. (Unpublished)