Recent publications
Book
Shanavas, N, Wang, H, Lin, Z & Hawe, G 2019, Structure-Based Supervised Term Weighting and Regularization for Text Classification. https://doi.org/10.1007/978-3-030-23281-8_9
Shanavas, N, Wang, H, Lin, Z & Hawe, G 2016, Supervised graph-based term weighting scheme for effective text classification. https://doi.org/10.3233/978-1-61499-672-9-1710
Article
Abbas, A, Lee, M, Shanavas, N & Kovatchev, V 2024, 'Clinical concept annotation with contextual word embedding in active transfer learning environment', Digital Health , vol. 10, pp. 1-31. https://doi.org/10.1177/20552076241308987
Shanavas, N, Wang, H, Lin, Z & Hawe, G 2021, 'Knowledge-driven graph similarity for text classification', International Journal of Machine Learning and Cybernetics, vol. 12, pp. 1067–1081. https://doi.org/10.1007/s13042-020-01221-4
Shanavas, N, Wang, H, Lin, Z & Hawe, G 2020, 'Ontology-based enriched concept graphs for medical document classification', Information Sciences. https://doi.org/10.1016/j.ins.2020.03.006
Shanavas, N & Asokan, S 2014, 'Semantic approach utilizing data mining and case-based reasoning for it support service', International Research Journal of Engineering and Technology (IRJET).
Conference contribution
Abbas, A, Kovatchev, V, Lee, M, Shanavas, N & Ali, M 2025, Harnessing Open-Source LLMs for Tender Named Entity Recognition. in Proceedings of the 15th International Conference on Recent Advances in Natural Language Processing. International conference Recent advances in natural language processing, Incoma Ltd, International Conference Recent Advances in Natural Language Processing 2025, Varna, Bulgaria, 8/09/25.
Abbas, A, Lee, M, Kovatchev, V & Shanavas, N 2025, MTNER: Multiple Tender Named Entities Recognition and Classification from unstructured tender documents. in Proceedings of the 19th International Conference on Ubiquitous Information Management and Communication. IEEE Press / Wiley, 19th International Conference on Ubiquitous Information Management and Communication, Bangkok, Thailand, 3/01/25.
Abbas, A, Lee, M, Shanavas, N, Kovatchev, V & Ali, M 2024, Structured Tender Entities Extraction from Complex Tables with Few-short Learning. in COLING 2025 Proceedings of the Workshop on Regulatory Natural Language Processing (REGNLP 2025) . Association for Computational Linguistics, ACL, Regulatory Natural Language Processing Workshop (RegNLP) 2025, Abu Dhabi, United Arab Emirates, 20/01/25.
Shanavas, N, Wang, H, Lin, Z & Hawe, G 2018, Using graph-theoretic methods for text classification. in Data Science and Knowledge Engineering for Sensing Decision Support: Proceedings of the 13th International FLINS Conference (FLINS 2018).
Shanavas, N, Wang, H, Lin, Z & Hawe, G 2016, Centrality-Based Approach for Supervised Term Weighting. in IEEE International Conference on Data Mining Workshops, ICDMW. https://doi.org/10.1109/ICDMW.2016.0181
Shanavas, N & Asokan, S 2015, Ontology-based document mining system for IT support service. in Procedia Computer Science. https://doi.org/10.1016/j.procs.2015.02.028
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