| Multi-label classification for physical activity recognition from various accelerometer sensor positions R Mohamed, MNS Zainudin, MN Sulaiman, T Perumal, N Mustapha Journal of Information and Communication Technology 17 (2), 209-231, 2018 | 35 | 2018 |
| Feature Selection Optimization using Hybrid Relief-f with Self-adaptive Differential Evolution. MN Zainudin, MN Sulaiman, N Mustapha, T Perumal, A Nazri, A Shahrel, ... International Journal of Intelligent Engineering & Systems 10 (2), 2017 | 35 | 2017 |
| A comprehensive overview and comparative analysis on deep learning models: CNN, RNN, LSTM, GRU FM Shiri, T Perumal, N Mustapha, R Mohamed arXiv preprint arXiv:2305.17473, 2023 | 26 | 2023 |
| Multi resident complex activity recognition in smart home: a literature review R Mohamed, T Perumal, MN Sulaiman, N Mustapha Int. J. Smart Home 11 (6), 21-32, 2017 | 25 | 2017 |
| Indigenous food recognition model based on various convolutional neural network architectures for gastronomic tourism business analytics MN Razali, EG Moung, F Yahya, CJ Hou, R Hanapi, R Mohamed, ... Information 12 (8), 322, 2021 | 22 | 2021 |
| Multi label classification on multi resident in smart home using classifier chains R Mohamed, T Perumal, MN Sulaiman, N Mustapha, MN Zainudin Advanced Science Letters 24 (2), 1316-1319, 2018 | 18 | 2018 |
| Tracking and recognizing the activity of multi resident in smart home environments R Mohamed, T Perumal, MN Sulaiman, N Mustapha, SA Manaf Journal of Telecommunication, Electronic and Computer Engineering (JTEC) 9 …, 2017 | 18 | 2017 |
| Modeling activity recognition of multi resident using label combination of multi label classification in smart home R Mohamed, T Perumal, MN Sulaiman, N Mustapha, MN Zainudin AIP conference proceedings 1891 (1), 2017 | 13 | 2017 |
| Multi-Resident Activity Recognition Using Label Combination Approach in Smart Home Environment R Mohamed, T Perumal, N Sulaiman, N Mustapha, MN Razali 2017 IEEE International Symposium on Consumer Electronics (ISCE), 5-7, 2017 | 11 | 2017 |
| Conflict resolution using enhanced label combination method for complex activity recognition in smart home environment R Mohamed, T Perumal, MN Sulaiman, N Mustapha, MN Razali 2017 IEEE 6th Global Conference on Consumer Electronics (GCCE), 1-3, 2017 | 10 | 2017 |
| Multi-label classification using label combination to recognize human activity based on various sensor positions MS Zainudin, R Mohamed, MN Sulaiman, T Perumal, N Mustapha, ... Proceedings of the 6th International Conference on Computing and Informatics …, 2017 | 10 | 2017 |
| RECOGNIZING COMPLEX HUMAN ACTIVITIES USING HYBRID FEATURE SELECTIONS BASED ON AN ACCELEROMETER SENSOR MNS Zainudin, MN Sulaiman, N Mustapha, T Perumal, R Mohamed International Journal of Technology 8 (5), 968-978, 2017 | 8 | 2017 |
| Two-stage feature selection using ranking self-adaptive differential evolution algorithm for recognition of acceleration activity MNS Zainudin, MNB Sulaiman, N Mustapha, T Perumal, R Mohamed Turkish Journal of Electrical Engineering and Computer Sciences 26 (3), 1378 …, 2018 | 6 | 2018 |
| A survey on multi-resident activity recognition in smart environments FMP Shiri, T Perumal, N Mustapha, R Mohamed, MAB Ahmadon, ... arXiv preprint arXiv:2304.12304, 2023 | 4 | 2023 |
| Applications of data analytics and machine learning for digital twin-based precision biodiversity: a review NM Sharef, NA Nasharuddin, R Mohamed, NW Zamani, MH Osman, ... 2022 International Conference on Advanced Creative Networks and Intelligent …, 2022 | 3 | 2022 |
| Adaptive profiling model for multiple residents activity recognition analysis using spatio-temporal information in smart home R Mohamed, MNS Zainudin, T Perumal, S Muhammad Proceedings of the 8th International Conference on Computational Science and …, 2022 | 3 | 2022 |
| Artificial Intelligence in Adaptive and Intelligent Educational System: A Review J Dong, SN Mohd Rum, KA Kasmiran, TN Mohd Aris, R Mohamed future internet 14 (9), 2022 | 2 | 2022 |
| A Resample-Smote Balance with Random Forest for Improving Seminal Quality Prediction in Healthcare Informatics R Mohamed, AR Abdul Raziff, S Mohd. Nasir ARPN Journal of Engineering and Applied Sciences 16 (21), 2264-2274, 2021 | 2 | 2021 |
| Resolution mechanism model for heterogeneous systems in smart home environment R Mohamed, T Perumal, N Sulaiman, N Mustapha, S Yamaguchi 2018 IEEE 7th Global Conference on Consumer Electronics (GCCE), 574-575, 2018 | 2 | 2018 |
| Comparison of Expectation Maximization and K-means Clustering Algorithms with Ensemble Classifier Model M Zainudin, N Sulaiman, N Mustapha, R Mohamed Comparison of Expectation Maximization and K-means Clustering Algorithms …, 2018 | 2 | 2018 |
Thinagaran PerumalAssociate Professor,Universiti Putra MalaysiaVerified email at upm.edu.my
