| A genetic based wrapper feature selection approach using nearest neighbour distance matrix MS Sainin, R Alfred 2011 3rd Conference on Data Mining and Optimization (DMO), 237-242, 2011 | 22 | 2011 |
| Malaysian medicinal plant leaf shape identification and classification MS Sainin, TK Ghazali, R Alfred | 14 | 2014 |
| A direct ensemble classifier for imbalanced multiclass learning MS Sainin, R Alfred 2012 4th Conference on Data Mining and Optimization (DMO), 59-66, 2012 | 12 | 2012 |
| Feature selection for Malaysian medicinal plant leaf shape identification and classification MS Sainin, R Alfred 2014 International Conference on Computational Science and Technology (ICCST …, 2014 | 11 | 2014 |
| Improving ensemble decision tree performance using Adaboost and Bagging MR Hasan, F Siraj, MS Sainin AIP Conference Proceedings 1691 (1), 030008, 2015 | 6 | 2015 |
| Sequential pattern mining using personalized minimum support threshold with minimum items S Alias, MN Razali, TS Fun, MS Sainin 2011 International Conference on Research and Innovation in Information …, 2011 | 6 | 2011 |
| Intent pattern discovery for academic chatbot-a comparison between n-gram model and frequent pattern-growth method S Alias, MS Sainin, TS Fun, N Daut 2019 IEEE 6th International Conference on Engineering Technologies and …, 2019 | 5 | 2019 |
| Single decision tree classifiers' accuracy on medical data MR Hasan, NA Abu Bakar, F Siraj, MS Sainin, S Hasan | 5 | 2015 |
| Combining Sampling and Ensemble Classifier for Multiclass Imbalance Data Learning MS Sainin, R Alfred, F Adnan, F Ahmad Lecture Notes in Electrical Engineering 488, 262-272, 2018 | 4 | 2018 |
| Improving the identification and classification of Malaysian medicinal leaf images using ensemble method MS Sainin, F Ahmad, R Alfred Proceeding of the First International Conference on ICT for Transformation 2016, 2016 | 4 | 2016 |
| Nearest neighbour distance matrix classification MS Sainin, R Alfred International Conference on Advanced Data Mining and Applications, 114-124, 2010 | 4 | 2010 |
| The Design of Emotion Detection System to regulate Human Agent Interaction F Siraj, A Ab Aziz, MS Sainin, MHM Hassin Proceedings of the Second International Conference on Artificial …, 2004 | 4 | 2004 |
| Understanding Human Sentence Compression Pattern for Malay Text Summarizer S Alias, SK Mohammad, GK Hoon, MS Sainin 2018 Fourth International Conference on Information Retrieval and Knowledge …, 2018 | 3 | 2018 |
| ENSEMBLE META CLASSIFIER WITH SAMPLING AND FEATURE SELECTION FOR DATA WITH IMBALANCE MULTICLASS PROBLEM MS Sainin, R Alfred, F Ahmad Journal of Information and Communication Technology 20 (2), 103-133, 2021 | 2 | 2021 |
| Identification of Conversational Intent Pattern Using Pattern-Growth Technique for Academic Chatbot S Alias, MS Sainin, TS Fun, N Daut Multi-disciplinary Trends in Artificial Intelligence: 13th International …, 2019 | 2 | 2019 |
| Identification of Conversational Intent Pattern Using Pattern-Growth Technique for Academic Chatbot S Alias, MS Sainin, TS Fun, N Daut 13th International Conference, MIWAI 2019 11909, 263-270, 2019 | 2 | 2019 |
| A Syntactic-based Sentence Validation Technique for Malay Text Summarizer S Alias, MS Sainin, SK Mohammad Journal of Information and Communication Technology 20 (3), 329-352, 2021 | 1 | 2021 |
| Data Fusion Based on Self-Organizing Map Approach to Learning Medical Relational Data R Alfred, CJ Chung, CK On, AAA Ibrahim, MS Sainin, PM Pandiyan International Conference on Computational Science and Technology, 230-240, 2017 | 1 | 2017 |
| Segmentation Method Based on Artificial Bee Colony for Recognizing Leaf Lesion F Ahmad, KR Ku-Mahamud, MS Sainin, A Airuddin Journal of Telecommunication, Electronic and Computer Engineering (JTEC) 9 …, 2017 | 1 | 2017 |
| Comparison of half and full-leaf shape feature extraction for leaf classification MS Sainin, F Ahmad, R Alfred AIP Conference Proceedings 1761 (1), 020092, 2016 | 1 | 2016 |
Suraya AliasLecturer, Universiti Malaysia SabahVerified email at ums.edu.my
