Article

Raja Sekaran, Sarmela and Pang, Ying Han and Ooi, Shih Yin and Lim, Zheng You (2025) HSTCN-NuSVC: A Homogeneous Stacked Deep Ensemble Learner for Classifying Human Actions Using Smartphones. Emerging Science Journal, 9 (1). pp. 468-484. ISSN 2610-9182

Raja Sekaran, Sarmela and Pang, Ying Han and Lim, Zheng You and Ooi, Shih Yin (2024) Feature-Level Fusion Multi-Sensor Aggregation Temporal Network for Smartphone-Based Human Activity Recognition. Journal of Telecommunications and the Digital Economy, 12 (3). pp. 29-50. ISSN 2203-1693

Raja Sekaran, Sarmela and Pang, Ying Han and Lim, Zheng You and Ooi, Shih Yin (2024) A hybrid TCN-GRU model for classifying human activities using smartphone inertial signals. PLOS ONE, 19 (8). e0304655. ISSN 1932-6203

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

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

Ng, Jia Hui and Pang, Ying Han and Raja Sekaran, Sarmela and Oii, Shih Yin and Yee, Lillian Kiaw Wang Temporal Convolutional Recurrent Neural Network for Elderly Activity Recognition. Journal of Engineering Technology and Applied Physics, 6 (2). ISSN 2682-8383

Conference or Workshop Item

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.

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 (Unpublished)

Raja Sekaran, Sarmela and Lee, Chin Poo and Lim, Kian Ming (2021) Facial Emotion Recognition Using Transfer Learning of AlexNet. In: 2021 9th International Conference on Information and Communication Technology (ICoICT), 3-5 Aug. 2021, Yogyakarta, Indonesia.