Mr. Mohd. Shamrie Sainin

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1. Abd Rahman, Suraya and Sainin, Mohd Shamrie (2006) Automated document preprocessing for text categorization. In: Master Projects Seminar, 2006, Fakulti Teknologi Maklumat, Universiti Utara Malaysia. (Unpublished)
2. Sainin, Mohd Shamrie and Alfred, Rayner (2011) A genetic based wrapper feature selection approach using nearest neighbour distance matrix. In: 3rd Conference on Data Mining and Optimization (DMO), 28-29 June 2011, Putrajaya, Malaysia.
3. Sainin, Mohd Shamrie and Alfred, Rayner (2014) Feature selection for Malaysian medicinal plant leaf shape identification and classification. In: International Conference on Computational Science and Technology – 2014 (ICCST’14), 27-28 August 2014, Kota Kinabalu, Sabah, Malaysia. (Unpublished)
4. Alias, Suraya and Razali, Mohd Norhisham and Tan, Soo Fun and Sainin, Mohd Shamrie (2011) Sequential pattern mining using personalized minimum support threshold with minimum items. In: International Conference on Research and Innovation in Information Systems (ICRIIS), 23-24 Nov. 2011, Kuala Lumpur.
5. Sainin, Mohd Shamrie and Alfred, Rayner (2012) A direct ensemble classifier for imbalanced multiclass learning. In: 4th Conference on Data Mining and Optimization (DMO), 2-4 Sept. 2012, Langkawi.
6. Sainin, Mohd Shamrie and Alfred, Rayner (2010) Nearest neighbour distance matrix classification. In: Advanced Data Mining and Applications. Lecture Notes in Computer Science, 6440 . Springer, pp. 114-124. ISBN 978-3-642-17315-8
7. Sainin, Mohd Shamrie and Ghazali, Taqiyah Khadijah and Alfred, Rayner (2014) Malaysian medicinal plant leaf shape identification and classification. In: Knowledge Management International Conference 2014 (KMICe2014), 12-15 August 2014, Langkawi, Malaysia.
8. Sainin, Mohd Shamrie (2005) Learning to filter text in forum message. In: MMU International Symposium on Information & Communication Technologies (M2USIC 2005), 24-25 November 2005, Petaling Jaya, Selangor. (Unpublished)
9. Sainin, Mohd Shamrie (2005) Applying learning to filter text. In: Seminar Kebangsaan Sosio-ekonomi dan IT (SEIT), 20-21 August 2005, Putra Brasmana Hotel, Perlis. (Unpublished)
10. Sainin, Mohd Shamrie (2005) Text classification using Naive Bayes: An experiment to conference paper. In: International Conference on Quantitative Sciences and Its Applications 2005 (ICOQSIA 2005), 6-8, December 2005, Penang, Malaysia. (Unpublished)

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