• Journals:

  1. Sourav Das, Anup Kumar Kolya, "Predicting the Pandemic: Sentiment Evaluation and Predictive Analysis from Large-Scale Tweets on Covid-19 by Deep Convolutional Neural Network", in Evolutionary Intelligence, Springer, 2020. (Accepted).

  • (SCI, Scopus, UGC Care, DBLP Indexed journal).

  1. Kolya, Anup Kumar, Debasish Mondal, Alokesh Ghosh, and Subhashree Basu. "Direction and Speed Control of DC Motor Using Raspberry PI and Python-Based GUI." International Journal of Hyperconnectivity and the Internet of Things (IJHIoT) 5, no. 2 (2021): 74-87.

  2. Sourav Das, and Anup Kumar Kolya. "Detecting Generic Music Features with Single Layer Feedforward Network using Unsupervised Hebbian Computation." International Journal of Distributed Artificial Intelligence (IJDAI) 12, no. 2 (2020): 1-20. DOI: 10.4018/IJDAI.2020070101.

  • (DBLP, ACM Digital Library, IET Inspec Indexed journal).

  1. Sourav Das, Dipankar Das, & Anup Kumar Kolya, “Sentiment classification with GST tweet data on LSTM based on polarity-popularity model”. Sādhanā 45, 140 (2020), Springer. DOI: https://doi.org/10.1007/s12046-020-01372-8.

  • (Impact Factor 0.842, SCI, UGC Care Indexed journal).

  1. Si, Amalendu, Anup Kumar Kolya, and Sudip Kumar Adhikari. "Interpolation Based Data Filling Approach of Incomplete Fuzzy Soft Set." International Journal of Scientific Research and Management 5, no. 7 (2017): 6552-6560.

  2. Kolyal, Anup Kumar, Asif Ekbal, and Sivaji Bandyopadhyay. "USING VOTING APPROACH FOR EVENT EXTRACTION AND EVENT-DCT, EVENT-TIME RELATION IDENTIFICATION." International Journal of Artificial Intelligence & Applications 4, no. 1 (2013): 65.

  3. A. Kolya, A. Ekbal and S. Bandyopadhyay. 2011. A Hybrid Approach for Event Extraction. Research journal on Computer science and computer engineering with applications POLIBITS Journal, A. Gelbukh (Ed.) Issue 46 (2012, July- December), ISSN 1870-9044, Page 55-59, 2012.


  • Conferences / Workshops / Symposiums:

  1. Kolya, Anup Kumar, Asif Ekbal, and Sivaji Bandyopadhyay. "A simple approach for Monolingual Event Tracking system in Bengali." In 2009 Eighth International Symposium on Natural Language Processing, pp. 48-53. IEEE, 2009.

  2. Kolya, Anup Kumar, Asif Ekbal, and Sivaji Bandyopadhyay. "Event-event relation identification: A crf based approach." In Proceedings of the 6th International Conference on Natural Language Processing and Knowledge Engineering (NLPKE-2010), pp. 1-8. IEEE, 2010.

  3. Kolya, Anup Kumar, Asif Ekbal, and Sivaji Bandyopadhyay. "JU_CSE_TEMP: a first step towards evaluating events, time expressions and temporal relations." In Proceedings of the 5th International Workshop on Semantic Evaluation, pp. 345-350. 2010.

  4. A. Kolya, A. Ekbal and S. Bandyopadhyay (2010). Event-Time Relation Identification using Machine Learning and Rules. In Proceedings of 13th International Conference on Text, Speech and Dialogue (TSD 2010), September 6- 10, 2010, Czech Republic, PP. 114-120.

  5. Kolya, Anup Kumar, Asif Ekbal, and Sivaji Bandyopadhyay. "Event-event relation identification: A crf based approach." In Proceedings of the 6th International Conference on Natural Language Processing and Knowledge Engineering (NLPKE-2010), pp. 1-8. IEEE, 2010.

  6. Kolya, Anup Kumar, Asif Ekbal, and Sivaji Bandyopadhyay. "A Supervised Machine Learning Approach for Event-Event Relation Identification." In Proceedings of the 24th Pacific Asia Conference on Language, Information and Computation, pp. 447-454. 2010.

  7. Kolya, Anup Kumar, Dipankar Das, Asif Ekbal, and Sivaji Bandyopadhyay. "Identifying event-sentiment association using lexical equivalence and co-reference approaches." In Proceedings of the ACL 2011 Workshop on Relational Models of Semantics, pp. 19-27. 2011.

  8. Kolya, Anup Kumar, Asif Ekbal, and Sivaji Bandyopadhyay. "A hybrid approach for event extraction and event actor identification." In Proceedings of the International Conference Recent Advances in Natural Language Processing 2011, pp. 592-597. 2011.

  9. Kolya, Anup Kumar, Amitava Kundu, Rajdeep Gupta, Asif Ekbal, and Sivaji Bandyopadhyay. "JU_CSE: A CRF based approach to annotation of temporal expression, event and temporal relations." In Second Joint Conference on Lexical and Computational Semantics (* SEM), Volume 2: Proceedings of the Seventh International Workshop on Semantic Evaluation (SemEval 2013), pp. 64-72. 2013.

  10. Kolya, Anup Kumar, Santanu Pal, Asif Ekbal, and Sivaji Bandyopadhyay. "Event and Event Actor Alignment in Phrase Based Statistical Machine Translation." In Proceedings of the 11th Workshop on Asian Language Resources, pp. 36-44. 2013.

  11. Kolya, Anup Kumar, Dipankar Das, Asif Ekbal, and Sivaji Bandyaopadhyay. "Roles of event actors and sentiment holders in identifying event-sentiment association." In International Conference on Intelligent Text Processing and Computational Linguistics, pp. 513-525. Springer, Berlin, Heidelberg, 2012.

  12. Sengupta, Subham, Indranil Das, Rohit Sarkar, and Anup Kumar Kolya. "Event & event actor identification with event-sentiment relation." In 2015 IEEE International Conference on Research in Computational Intelligence and Communication Networks (ICRCICN), pp. 423-428. IEEE, 2015.

  13. Anup Kumar Kolya and Abhishek Basu. Event and Event Actor Alignment in between English and Bengali using a Rule Base Approach. In Proceedings of Allied Publishers Pvt. Ltd.,National Conference of Frontline Research in Computer, Communication and Device (FRCCD 2015), Department of ECE, RCC Institute of Information Technology, Kolkata, India, December 29-30,2015.

  14. Abhishek Basu, Anup Kumar Kolya, Ankur Mondal,Partha Pratim Chowdhury, Angana Malik, Sritama Das, Samaresh Gayen Some Studies on Quality Metrics for Information Hiding National Conference on Recent Innovations in Computer Science & Communication Engineering (RICCE 2016) ISBN: 978-93-86005- 02-1.

  15. Manab Kumar Das and Anup Kumar Kolya, ECG Beat Classification using the Integration of S-transform, PCA and Artificial Neural Network National Conference on Recent Innovations in Computer Science & Communication Engineering (RICCE 2016) 2016.

  16. Amalendu Si, Anup Kumar Kolya, Entropy and Similarity Measurement of Intuitionist Multi- Fuzzy sets and their applications in decision making International Conference on Computational Science and Engineering (ICCSE 2016).

  17. Das, Sourav, and Anup Kumar Kolya. "Sense GST: Text mining & sentiment analysis of GST tweets by Naive Bayes algorithm." In 2017 Third International Conference on Research in Computational Intelligence and Communication Networks (ICRCICN), pp. 239-244. IEEE, 2017.

  18. Chakraborty, Anit, Anup Kolya, and Sayandip Dutta. "A fuzzy logic inspired approach for social media sentiment analysis via deep neural network." In Advanced Computational and Communication Paradigms, pp. 175-185. Springer, Singapore, 2018.

  19. Das, Sourav, and Anup Kumar Kolya. "A Theoretic Approach to Music Genre Recognition from Musical Features Using Single-Layer Feedforward Neural Network." In Emerging Technologies in Data Mining and Information Security, pp. 145-155. Springer, Singapore, 2019.

  20. Das, Sourav, Dipankar Das, and Anup Kumar Kolya. "An approach for sentiment analysis of GST tweets using words popularity versus polarity generation." In Computational Intelligence in Pattern Recognition, pp. 69-80. Springer, Singapore, 2020.

  21. Chakraborty, Anit, Kumar Sankar Ray, Sayandip Dutta, Siddhartha Bhattacharyya, and Anup Kolya. "Species Inspired PSO based Pyramid Match Kernel Model (PMK) for Moving Object Motion Tracking." In 2018 Fourth International Conference on Research in Computational Intelligence and Communication Networks (ICRCICN), pp. 152-157. IEEE, 2018.

  22. Arunava Kumar Chakraborty, Sourav Das and Anup Kumar Kolya, “Sentiment Analysis of Covid-19 Tweets using Evolutionary Classification based LSTM Model”, In First International Conference on Research and Applications in Artificial Intelligence (RAAI 2020).

  23. Sourav Das and Anup Kumar Kolya, “Parallel Deep Learning-Driven Sarcasm Detection from Pop Culture Text and English Humor Literature”, In First International Conference on Research and Applications in Artificial Intelligence (RAAI 2020).

  24. Sourav Das, Subhasree Basu, Anup Kumar Kolya, “An End-to-End Topic-Based Sentiment Analysis Framework from Twitter using Feature Set Cumulation”, In International Conference on Industrial Instrumentation & Control (ICI2C-2021).


  • Book Chapters:

  1. Das, Sourav, Anup Kumar Kolya, and Arindam Kundu. "Video Summarization Using a Dense Captioning (DenseCap) Model." Intelligent Multi-Modal Data Processing, Wiley Publications, (2021).

  2. Das, Sourav, Anup Kumar Kolya, and Dipankar Das. "Optimizing Social Media Data Using Genetic Algorithm." In Metaheuristic Approaches to Portfolio Optimization, pp. 126-153. IGI Global, 2019.

  3. Anup Kumar Kolya, D. Das, A. Ekbal and S. Bandyopadhyay. Roles of Event Actors and Sentiment Holders in Identifying Event-Sentiment Association. In the proceedings of 13th International Conference on Intelligent Text Processing and Computational Linguistics, (CICLing 2012), A. Gelbukh (Ed.), LNCS 7181, pp.513-525, IIT Delhi, New Delhi, India.

  4. D. Das, Anup Kumar Kolya, A. Ekbal and S. Bandyopadhyay. 2011. Temporal Analysis of Sentiment Events – A Visual Realization and Tracking. In the proceedings of 12th International Conference on Intelligent Text Processing and Computational Linguistics, (CICLing 2011), Tokyo, Japan.