| 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 | 16 | 2011 |
| Malaysian medicinal plant leaf shape identification and classification MS Sainin, TK Ghazali, R Alfred | 10 | 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 | 10 | 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 | 7 | 2014 |
| 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 | 5 | 2011 |
| 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 |
| Improving ensemble decision tree performance using Adaboost and Bagging MR Hasan, F Siraj, MS Sainin AIP Conference Proceedings 1691 (1), 030008, 2015 | 4 | 2015 |
| Nearest neighbour distance matrix classification MS Sainin, R Alfred International Conference on Advanced Data Mining and Applications, 114-124, 2010 | 4 | 2010 |
| Single decision tree classifiers' accuracy on medical data MR Hasan, NA Abu Bakar, F Siraj, MS Sainin, S Hasan | 3 | 2015 |
| 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 | 1 | 2018 |
| 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 | 1 | 2018 |
| Comparison of Half and Full-Leaf Shape Feature Extraction for Malaysian Medicinal Leaf Identification and Classification MS Sainin, F Ahmad, R Alfred | 1 | 2016 |
| Half leaf shape feature extraction for leaf identification MS Sainin, R Alfred First Malaysian international conference on artificial intelligence, 2009 | 1 | 2009 |
| Learning to filter text in forum message MS Sainin | 1 | 2005 |
| Machine Translation: Case Study for Kadazandusun Text Translation MS Sainin, MZ Humin, A Tahir, S Alias 4th International Case Study Conference (ICSC) 2019, 250-257, 2019 | | 2019 |
| 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 | | 2019 |
| Corpus Analysis: A Case Study on Kadazandusun Newspaper Archive MS Sainin, A Tahir, S Alias 2019 IEEE 6th International Conference on Engineering Technologies and …, 2019 | | 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 | | 2019 |
| Feature Selection and Ensemble Meta Classifier for Multiclass Imbalance Data Learning MS Sainin, R Alfred, S Alias, MAM Lammasha Knowledge Management International Conference (KMICe) 2018, 134-139, 2018 | | 2018 |
| Comparison of Ensemble Methods for Malaysian Medicinal Leaf Images Identification and Classification MS Sainin, F Ahmad, R Alfred International Journal of Engineering & Technology 7 (3.20), 785-789, 2018 | | 2018 |
Rayner AlfredAssociate Professor of Computer Science, Universiti Malaysia SabahVerified email at ums.edu.my
