Bashar Tahayna

Bashar Tahayna

Assistant Professor
Faculty Member - Department Of Computer Science
PhD
Tunku Abdul Rahman University
[email protected]
Office: 
Masri415
  1. Tahayna B. Ayyasamy R.K., “Applying English Idiomatic Expressions to Classify Deep Sentiments in COVID 19 Tweets”, Computer Systems Science and Engineering, 2022.
  2. Tahayna B. Ayyasamy R.K., Akbar R., “ Automatic Sentiment Annotation of Idiomatic Expressions for Sentiment Analysis Task”, IEEE Access, 2022.
  3. Tahayna B., Ayyasamy R.K., Jalil N. B. A., Tahayna L., Krisnan S., “Disparity-aware Pandemic Response Classification by Fine-Tuning Transfer Learning Approach”, International Conference on Artificial Intelligence and Data Science, AiDAS 2022.
  4. Tahayna B., Ayyasamy R.K., Akbar R., Subri N.F., Sangodiah A., “Lexicon-based non-compositional Multiword Augmentation Enriching Tweet Sentiment Analysis”, International Conference on Artificial Intelligence and Data Science, AiDAS 2022.
  5. Tahayna B., Ayyasamy R.K., Akbar R. “Context-Aware Sentiment Analysis using Tweet Expansion Method”, International Journal of ICT Research and Applications, JICTRA 2022.
  6. Ayyasamy R.K., Tan F. J., Tahayna B., Sangodiah A., “Design and Implementation of Residential Rental Rates Forecast Model using Data Mining Algorithms”, International Conference on Artificial Intelligence and Data Science, AiDAS 2022.
  7. Wang Y, Belkhatir M, Tahayna B. Near-duplicate video retrieval based on clustering by multiple sequence alignment. InProceedings of the 20th ACM international conference on Multimedia 2012 Oct 29 (pp. 941-944).
  8. Belkhatir, M., Tahayna B. “Near-duplicate video detection featuring coupled temporal and perceptual visual structures and logical inference based matching,” International Journal, Information Processing and Management, IPM, 2011.
  9. Tahayna B., Belkhatir, M., Alhashmi S.M., O'Daniel, T. “Evolutionary optimization of video event classification” International Journal of Computer Mathematics, IJCM, 2011.
  10. Ayyasamy R.K., Alhashmi S.M., Siew E., Tahayna B. “Enhancing automatic Blog classification using concept-category vectorization,” International Conference on Intelligent Systems and Knowledge Engineering, ISKE'11
  11. Ayyasamy R.K., Alhashmi S.M., Siew E., Tahayna B. “Clustering Blogs using document context similarity measure and spectral graph,” International Conference on Intelligent Systems and Knowledge Engineering, ISKE'11
  12. Ayyasamy R.K., Alhashmi S.M., Siew E., Tahayna B. “Enhancing concept based modeling approach for Blog classification,” International Conference on Intelligent Systems and Knowledge Engineering, ISKE'11
  13. Ayyasamy R.K., Tahayna B., Alhashmi S.M., Siew E. “ Concept based modeling approach for blog classification using fuzzy similarity,” In Proceedings of the International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2011
  14. Tahayna B., Belkhatir, M., Alhashmi, S.M., and O'Daniel, T. “Motion data-driven model for semantic events classification using an optimized support vector machine,” In Proceedings of the ACM international Conference on Image and Video Retrieval, CIVR'10
  15. Ayyasamy R.K., Tahayna B. “Concept Based Modeling Approach for Document Clustering within Spectral Graph Partitioning Framework,” International Conference on Fuzzy Systems and Knowledge Discovery (FSKD'11), accepted.
  16. Tahayna B., Belkhatir, M., Alhashmi, S.M., and O'Daniel, T. “Optimizing Support Vector Machine Based Classification And Retrieval Of Semantic Video Events With Genetic Algorithms,” In Proc. IEEE International Conference on Image Processing, ICIP'10.
  17. Tahayna B., Belkhatir, M., Alhashmi, S.M., Abbas K., Wang Y. “Unifying Content and Context Similarities of the Textual and Visual Information in an Image Clustering Framework,” Pacific-Rim Conference on Multimedia, PCM (1)'10.
  18. Tahayna B., Belkhatir, M., Alhashmi, S.M., and O'Daniel, T. “Human action detection and classification using optimal bag-of-words representation,” International Conference on Digital Content, Multimedia Technology and its Applications, IDC'10.
  19. Tahayna B., Belkhatir, M., Alhashmi, S.M., O'Daniel, T. “Combining content and context information for video events classification and retrieval,” International Conference on Digital Content, Multimedia Technology and its Applications, IDC'10.
  20. Maree M, Alhashmi S.M., Belkhatir M., Hidayat H., Tahayna B. “Multi-search: A Meta-search Engine Based On Multiple Ontologies,” Asia Information Retrieval Societies Conference, AIRS'10.
  21. Ayyasamy R.K., Tahayna B., Alhashmi S.M., Siew E., Egerton S. “Mining Wikipedia knowledge to improve document indexing and classification,” International Conference on Information Science, Signal Processing and their Applications, ISSPA'10.
  22. Tahayna B., Ayyasamy R.K., Alhashmi S.M., Siew E. “A Novel Weighting Scheme for Efficient Document Indexing and Classification,” International Sym. on Information Technology, ITSIM10.
  23. Tahayna B., Belkhatir M., Alhashmi S.M., “Motion information for video retrieval”, IEEE International Conference on Multimedia and Expo, ICME'09.
  24. Tahayna B., Belkhatir M., Wang Y. “Clustering of Retrieved Images by Integrating Perceptual Signal Features within Keyword-Based Image Search Engines,” Pacific -Rim Conference on Multimedia, PCM'09.
  25. Tahayna B., Belkhatir M., Alhashmi S.M. “Automatic indexing and recognition of re-broadcasted video programs through visual and temporal features,” IEEE International Conference on Multimedia and Expo, ICME'08.
  26. Tahayna B., Belkhatir M. “An Efficient Method for Near-Duplicate Video Detection,” Pacific-Rim Conference on Multimedia, PCM'08.