PUBLICATIONS

INTERNATIONAL JOURNALS

  1. Mohamed, R., Rafiez, A., Raziff, A., & Nasir, S. M. (2021). A RESAMPLE-SMOTE BALANCE WITH RANDOM FOREST FOR IMPROVING SEMINAL QUALITY PREDICTION IN HEALTHCARE INFORMATICS. ARPN Journal of Engineering and Applied Sciences, 16(21), 2264–2274. Retrieved from http://www.arpnjournals.org/jeas/research_papers/rp_2021/jeas_1121_8740.pdf

  2. Razali, M. N., Moung, E. G., Yahya, F., Hou, C. J., Hanapi, R., Mohamed, R., & Hashem, I. A. T. (2021). Indigenous food recognition model based on various convolutional neural network architectures for gastronomic tourism business analytics. Information (Switzerland), 12(8). https://doi.org/10.3390/info12080322

  3. Mohamed, R., Zainudin, M. N. S., Sulaiman, N., & Perumal, T. (2018). Multi label Classification for Physical Recognition from Various Accelerometer Sensor Positions. Journal of Information and Communication Technology, No. 2(18), 209–231. Retrieved from http://jict.uum.edu.my/images/vol17no2apr18/ms209-231.pdf

  4. Mohamed, R., Perumal, T., Sulaiman, N., Mustapha, N., & Abd Manaf, S. (2017). Tracking and Recognizing the Activity of Multi Resident in Smart Home Environments. Journal of Telecommunication, Electronic and Computer Engineering, 9(2–11), 39–43. Retrieved from http://journal.utem.edu.my/index.php/jtec/article/view/2735/1793

  5. Mohamed, R., Perumal, T., Sulaiman, M. N., & Mustapha, N. (2017). Multi Resident Complex Activity Recognition in Smart Home: A Literature Review. International Journal of Smart Home, Vol. 11(No. 6 (2017)), 21–32. Retrieved from http://www.sersc.org/journals/IJSH/vol11_no6_2017.php

  6. Mohamed, R., Perumal, T., Sulaiman, M. N., Mustapha, N., & Zainudin, M. N. S. (2018). Multi Label Classification on Multi Resident in Smart Home using Classifier Chains. Advanced Science Letters, 24(2), 1316–1319(4). https://doi.org/10.1166/asl.2011.1261

  7. Zainudin, M. N. S., Sulaiman, N., Mustapha, N., Perumal, T., & Mohamed, R. (2018). Two-stage feature selection using ranking self-adaptive differential evolution algorithm for recognition of acceleration activity. Turkish Journal of Electrical Engineering and Computer Sciences, 26(3), 1378–1389. http://doi.org/10.3906/elk-1709-138

  8. Zainudin, M. N. S., Mustapha, N., Perumal, T., & Mohamed, R. (2017). Recognizing Complex Human Activities Using Hybrid Feature Selections Based on an Accelerometer Sensor. International Journal of Technology, 8(5), 968–978. https://doi.org/https://doi.org/10.14716/ijtech.v8i5.7217

  9. Zainudin, M. N. S., Sulaiman, M. N., Mustapha, N., Perumal, T., Ahmad Nazri, A. S., Mohamed, R., & Abd Manaf, S. (2017). Feature Selection Optimization using Hybrid Relief-f with Self-adaptive Differential Evolution. International Journal of Intelligent Engineering and Systems, 10(3), 21–29. https://doi.org/10.22266/ijies2017.0430.03

  10. Zainudin, M. N. S., Sulaiman, N., Musapha, N., Perumal, T., & Mohamed, R. (2018). Solving Classification Problem Using Ensemble Binarization Classifier. International Journal of Engineering & Technology, 7(31), 280–284. Retrieved from https://www.sciencepubco.com/index.php/ijet/issue/view/423

INTERNATIONAL CONFERENCES

  1. Mohamed, R., Perumal, T., Sulaiman, M. N., Mustapha, N., & Zainudin, M. N. S. (2016). Multi Label Classification on Multi Resident in Smart Home using Classifier Chains. In 3rd International Conference on Computational Science and Technology 2016 (ICCST2016) Advanced Science Letters, 24(2), 1316–1319(4). https://doi.org/10.1166/asl.2011.1261

(Presenter)

  1. Mohamed, R., Perumal, T., Sulaiman, M. N., Mustapha, N., & Zainudin, M. N. S. S. (2017). Modeling activity recognition of multi resident using label combination of multi label classification in smart home. In AIP Conference Proceedings (Vol. 1891, pp. 400–407). https://doi.org/10.1063/1.5005427

(Best Paper Award) (Presenter)

  1. Mohamed, R., Perumal, T., Sulaiman, N., Mustapha, N., & Razali, M. N. (2017). Multi-Resident Activity Recognition Using Label Combination Approach in Smart Home Environment. In International Sympossium Consumer Electronics 2017 (pp. 5–7). IEEE. http://doi.org/10.1109/ISCE.2017.8355551

(Presenter)

  1. Mohamed, R., Perumal, T., Sulaiman, M. N., Mustapha, N., & Razali, M. N. (2017). Conflict resolution using enhanced label combination method for complex activity recognition in smart home environment. In 2017 IEEE 6th Global Conference on Consumer Electronics (GCCE) (pp. 1–3). https://doi.org/10.1109/GCCE.2017.8229477

(Presenter)

  1. Zainudin, M. N. S., Mohamed, R., Sulaiman, M. N., Perumal, T., Mustapha, N., & Ahmad Nazri, A. S. (2017). Multi label Classification Using Label Combination to Recognize Human Activity Based on Various Sensor Positions. In ICOCI Kuala Lumpur. Universiti Utara Malaysia (pp. 669–674). Retrieved from http://icoci.cms.net.my/PROCEEDINGS/2017/Pdf_Version_Chap15e/PID63-669-674e.pdf

(Presenter)

  1. Zainudin, M. N. S., Sulaiman, N., Musapha, N., Perumal, T., & Mohamed, R. (2018). Solving Classification Problem Using Ensemble Binarization Classifier. International Conference on Innovations in Computer Science and Engineering (iCiCSE2018), 7(31), 280–284. Retrieved from https://www.sciencepubco.com/index.php/ijet/issue/view/423

(Presenter)

  1. Mohamed, R., Perumal, T., Sulaiman, N., Mustapha, N., & Yamaguchi, S. (2018). Resolution Mechanism Model for Heterogeneous Systems in Smart Home Environment. In 2018 IEEE 7th Global Conference on Consumer Electronics (GCCE)(pp. 574–575). IEEE. http://doi.org/10.1109/GCCE.2018.8574779