Publications

2026

1. Arindam Chakraborty, Sainik Kumar Mahata, Rajiv Ganguly, Manojit Mitra (2026). Prediction and Analysis of High Power pcLED’s Useful Life Using Machine Learning Model: A ML predictions with physical degradation Result. Acepted at Iranian Journal of Science and Technology, Transactions of Electrical Engineering (Springer, Q2, SCIE, Scopus).

2024

2. Dey, M., Mahata, S. K., Mondal, A., and Das, D. (2024). SETA- Extractive to Abstractive Summarization with a Similarity-Based Attentional Encoder-Decoder Model. ECTI-CIT Transactions, vol. 18, no. 3, pp. 319–328, Jun. 2024. 

3. Mahata, S. K., Das, D., & Bandyopadhyay, S. (2024). Consensus-Based Machine Translation for Code-Mixed Texts. ACM Transactions on Asian and Low-Resource Language Information Processing, 23(3), 1-11. 

2023

4. Dey, M., Mahata, S. K., & Das, D. (2023). Exploring Summarization of Scientific Tables: Analysing Data Preparation and Extractive to Abstractive Summary Generation. International Journal for Computers & Their Applications, 30(4). 

2022

5. Mahata, S. K., Garain, A., Das, D., & Bandyopadhyay, S. 2022. Simplification of English and Bengali Sentences for Improving Quality of Machine Translation, Neural Processing Letters, Springer, pp. 1-25

2021

6. Mahata, S. K., Das, D., & Bandyopadhyay, S. 2021. Investigating the roles of sentiment in machine translation. Machine Translation, Springer, pp.1-23.

7. Das, S., Kumar Mahata, S., Das, A., & Deb, K. 2021. Disease Prediction from Drug Information using Machine Learning. American Journal of Electronics & Communication, 1(4), pp.16-21. 

2019

8. Mahata, S.K., Das, D. and Bandyopadhyay, S. 2019. Mtil2017: Machine translation using recurrent neural network on statistical machine translation. Journal of Intelligent Systems, 28(3), pp.447-453.

2016

9. Dey, M. and Mahata, S.K. 2016. A novel agreement protocol with dual failure problem. Int. J of Advanced Research in Computer Science and Software Engineering, 6(4), pp.710-717. 

2015

10. Mahata, S.K., Dey, M., Som, S. 2015. Encryption using Double Triangulation and Two Point Crossover, at International Journal of Advanced Research in Computer Science and Technology, Vol. 3, Issue 1 (Jan-Mar 2015), pp. 37-40.

11. Dey, N., Dey, M., Mahata, S.K., Das, A. and Chaudhuri, S.S. 2015. Tamper detection of electrocardiographic signal using watermarked bio–hash code in wireless cardiology. International Journal of Signal and Imaging Systems Engineering, 8(1-2), pp.46-58.

2014

12. Mahata, S.K. and Dey, M. 2014. A Novel Approach for Cryptography using Modified Substitution Cipher and Triangulation, at International Research Journal of Computer Science (IRJCS), Issue 04, Volume 3 (April 2016), pp. 26-32

13. Senapati, R.K., Mahata, S.K. and Dey, M. 2014. Implementation of Cryptographic Protocol applying Genetic Algorithm on Staircase Substitution Technique and Randomness Testing, at International Research Journal of Computer Science (IRJCS), Issue 7, Volume 2 (July 2015), pp. 39-45.

2013

14. Mahata, S.K., Nogaja, S., Srivastava, S., Dey, M. and Som, S. 2013. A novel approach to cryptography using modified substitution cipher and hybrid crossover technique. International Journal of Computer Applications, Special Issue, pp.33-37.

15. Mahata, S.K., Dey, M., Som, S. 2013. A Novel Approach for Block-Based Data Encryption, at International Journal of Computer Applications in Engineering Sciences, VOL III, SPECIAL ISSUE ON CCSN 2012, MAY 2013, pp. 90-94. 

16. Mondal, A., Sahana, S., Mahata. S.K. 2013. A Pictorial Block Steganography based Secure Algorithm for Data Transfer. IJCA Special Issue on International Conference on Computing, Communication and Sensor Network CCSN2012(4):12-15, March 2013. 

17. Mahata, S.K., Mondal, A., Kumar, D., Majumdar, P. 2013. A Novel Approach of Steganography using Hill Cipher. IJCA Special Issue on International Conference on Computing, Communication and Sensor Network CCSN2012(3):29-31, March 2013. 

2012

18. Sarkar, A., Paul, A., Mahata, S.K., Kumar, D., Sarkar, A., Paul, A., Mahata, S.K. and Kumar, D., 2012. Modified apriori algorithm to find out association rules using tree-based approach. In IJCA Special Issue on International Conference on Computing, Communication and Sensor Network CCSN 2012 (pp. 25-28). 

19. Dey, Monalisa, D. Prasad Yadav, Sainik Kumar Mahata, Anupam Mondal, and Sudipta Sahana. "An Improved Approach of Cryptography using Triangulation and MSB Iteration Technique." In International Journal of Computer Applications, Special Issue of 1st International Conference on Computing, Communication and Sensor Networks, pp. 16-18. 2012. 

2011

20. Mahata, S.K., Mondal, A., Paul, A., Ghosh, K., 2011. A Novel Approach for a Robot Traversal in an Anonymous Plane. IJCA Special Issue on 2nd National Conference- Computing, Communication and Sensor Network (CCSN) (1):5–8, 2011.

2026

1. "Sentiment Analysis Using Machine Learning: A Comprehensive Study", Anwesha Das, Abhijeet Kumar Singh and Sainik Kumar Mahata , accepted in 2026 9th International Conference on Electronics, Materials Engineering & Nano-Technology (IEMENTech) 

2. "Multi-Modal Forensic Retrieval Framework Combining Semantic CLIP Embeddings with Biometric Attribute Analysis for Suspect Identification", Adrija Ghosh, Roushan Paul and Sainik Kumar Mahata, accepted in 2026 9th International Conference on Electronics, Materials Engineering & Nano-Technology (IEMENTech) 

3. "Decompose, Route, Retrieve: A Modular NLP Pipeline Implementing Multi-Hop Architecture for Answering Complex Questions over Heterogeneous Sources", Debanjan Shome, Ambarish Sengupta and Sainik Kumar Mahata, accepted in 2026 9th International Conference on Electronics, Materials Engineering & Nano-Technology (IEMENTech) 

4. "Dense Semantic Compression: A Low-Dimensional Siamese Architecture for Efficient Paraphrase Detection", Sagnik Raha, Adarsh Kumar and Sainik Kumar Mahata, accepted in 2026 9th International Conference on Electronics, Materials Engineering & Nano-Technology (IEMENTech) 

5. "A Hybrid AI Framework Integrating Machine Learning and Large Language Models for Intelligent Crop Recommendation", Tirthanka Saha, Rajdeep Ghosh, Tirtha Dutta, Pretam Sarkar, Rounak Saha, Sainik Kumar Mahata, accepted in 2026 9th International Conference on Electronics, Materials Engineering & Nano-Technology (IEMENTech)

2025

6. Paul, A., Goswami, A., Mahata, S. K., & Das, D. (2025, December). Dynamics of Character Embeddings in Indian Mythology: A Physics-Informed Neural Networks Approach. In Proceedings of the 17th annual meeting of the Forum for Information Retrieval Evaluation (pp. 124-131). 

7. "Hope Speech Detection using Machine Learning", Shrija Mazumdar, Arkamitra Das, Sainik Kumar Mahata, accepted at SSWC2025: International Conference on Smart Systems and Wireless Communication 2025.

8. "Decoding Tachygraphy Sentiments: A Comparative Analysis", Sumon Chatterjee, Archisman Karmakar, Anupam Mondal, Sainik Kumar Mahata, accepted at SSWC2025: International Conference on Smart Systems and Wireless Communication 2025.

9. "PolyHope-Transformer: Adaptive Loss Weighting and Language-specific Fine-Tuning for Robust Cross-Lingual Hope Speech Detection". Priyobroto Acharya, Dipanjan Saha, Sainik Kumar Mahata, Dipankar Das, accepted at RANLP 2025 : Recent Advances in Natural Language Processing.

10. "Multimodal Mood Recognition: Using Facial and Text based Data for Mood analysis". Arpan Basu, Usneesh Chattopadyay, Sainik Kumar Mahata, accepted in IEMPOWER2025-International Conference on Industrial Engineering & Mechanical Power.

11. "Neural Machine Translation using LSTM and Attention". Soumi Datta, Deena Joseph Wilson, Sainik Kumar Mahata, accepted in 3rd International Conference on Data Analytics and Insights , organized by  Techno International New Town, Kolkata.

12. "A Cascaded Speech to Speech Translation System for Bengali to English". Aveepsa Sarkar, Anoushka Sen and Sainik Kumar Mahata, accepted at 3rd International Conference on Computational Intelligence, Data Science and Cloud Computing (IEM-ICDC2025). 

13. "Emotion Detection in Text Using BERT", Sagar Suman, Ahana Sen, Sainik Kumar Mahata, Darothi Sarkar, Monalisa Dey and Koushik Chatterjee accepted at 3rd International Conference on Computational Intelligence, Data Science and Cloud Computing (IEM-ICDC2025).

14. Chattopadhyay, A., Saha, A., Dey, A., Ghosh, G., & Mahata, S. K. (2025, January). Gen AI lens: Precision Diagnostics Through Interactive Segmentation and User centric Innovation in Medical Imaging. In 2025 8th International Conference on Electronics, Materials Engineering & Nano-Technology (IEMENTech) (pp. 1-6). IEEE. (Scopus)

15. Dam, M., Roy, S., Sarkar, D., & Mahata, S. K. (2025, January). Sentiment Analysis Using LSTM Model for Emotion Detection. In 2025 8th International Conference on Electronics, Materials Engineering & Nano-Technology (IEMENTech) (pp. 1-5). IEEE. (Scopus)

2024

16. "Exploring Machine Learning for Food Hazard Detection: A Comprehensive Approach", Rishika Jha, Rakshit Ahuja, Sainik Kumar Mahata, Monalisa Dey, Dipankar Das, accepted at International Conference on Interdisciplinary Research in Technology & Management (IRTM2024).

17. "Tachygraphy-Based Micro-Text Analysis: A Review Paper and Beyond", Archisman Karmakar, Sumon Chatterjee, Sainik Kumar Mahata, Anupam Mondal, accepted at International Conference on Interdisciplinary Research in Technology & Management (IRTM2024).

18. Jha, R., Ahuja, R., Mahata, S. K., Dey, M., & Das, D. (2024). Enhancing Accuracy in Indian Language Summarization. Working Notes of FIRE, 12-15.

19. "Multimodal Approaches to Speech Emotion Recognition", Dipanjan Saha, Sayan Das, Prasun Maity, Sainik Kumar Mahata, and Dipankar Das, accepted at Third International Conference on Speech and Language Technologies (SPELLL2024), organized by Vellore Institute of Technology.

20. Maity, P., Saha, D., Das, S., Mahata, S. K., & Das, D. (2024). A Hybrid Approach to Sarcasm Detection in Dravidian Code-Mixed Texts. In Forum of Information Retrieval and Evaluation FIRE-2024.

21. Datta, S., Wilson, D. J., & Mahata, S. K. (2024, November). A Survey on Recent Advancements in Neural Machine Translation. In International Conference on Smart Systems and Wireless Communication (pp. 187-200). Singapore: Springer Nature Singapore. (Scopus)

22. Saha, D., Mondal, A., Mahata, S. K., Das, D., & Bandyopadhyay, S. (2024, July). Detecting Disfluencies—Overcoming Barriers to Effective Communication. In International Conference on Data Analytics and Insights (pp. 303-314). Singapore: Springer Nature Singapore.  (Scopus)

23. Chattopadhyay, U., Basu, A., & Mahata, S. K. (2024, July). Mood Capture Music Recommendation System. In International Conference on Data Analytics and Insights (pp. 213-225). Singapore: Springer Nature Singapore. (Scopus)

24. Sen, A., Sarkar, A., & Mahata, S. K. (2024, July). A Comparative Study of Cascade and End-to-End Speech Translation for Linguistic Diversity in India. In International Conference on Data Analytics and Insights (pp. 227-238). Singapore: Springer Nature Singapore. (Scopus)

25. Ghosh, S., Sharma, S., & Mahata, S. K. (2024, July). Enhancing Educational Feedback—A Paradigm Shift Through AI-Driven Chatbots. In International Conference on Data Analytics and Insights (pp. 431-443). Singapore: Springer Nature Singapore. (Scopus)

2023

26. Chowdhury, S., Shaw, P., & Mahata, S. K. (2023, December). Design Evaluation and Uses of Paraphraser Content Generation. In 2023 7th International Conference on Electronics, Materials Engineering & Nano-Technology (IEMENTech) (pp. 1-6). IEEE. (Scopus)

27. Ghosh, D., Mazumder, A., & Mahata, S. K. (2023, December). Text summarization implementing abstractive and extractive methods. In 2023 7th International Conference on Electronics, Materials Engineering & Nano-Technology (IEMENTech) (pp. 1-6). IEEE. (Scopus)

28. Sarkar, D., Dey, M., Das, S., Bangal, S., Kar, A., Mahata, S. K., & Mondal, A. (2023, December). Exploring the Role of Automated Video Inspection and Recognition in Security Enhancement. In 2023 7th International Conference on Electronics, Materials Engineering & Nano-Technology (IEMENTech) (pp. 1-6). IEEE. (Scopus)

29. Paul, A., Mondal, A., Mahata, S., Seal, S., Sarkar, P., & Das, D. (2023, December). Mytho-Annotator: An Annotation tool for Indian Hindu Mythology. In Proceedings of the 20th International Conference on Natural Language Processing (ICON) (pp. 574-578).

30. Mahata, S., Saha, D., Das, D., & Bandyopadhyay, S. (2023, December). Transfer learning in low-resourced MT: An empirical study. In Proceedings of the 20th International Conference on Natural Language Processing (ICON) (pp. 646-650).

31. Mondal, A., Mahata, S. K., Dey, M., & Sarkar, D. (2023, September). Comparative Analysis of Financial Datasets Predictive Modeling Using Feature Extraction Methods. In International Conference on Entrepreneurship, Innovation, and Leadership (pp. 173-181). Singapore: Springer Nature Singapore. (Scopus) 

32. Mahata, S. K., Gupta, J., Kumari, K., Dey, M., Mondal, A., & Sarkar, D. (2024). Parallel Corpus Development Using Machine Translation Check for updates. Intelligent IT Solutions for Sustainability in Industry 5.0 Paradigm: Select Proceedings of ICEIL 2023, 1185, 11. (Scopus) 

2022

33. Dey, M., Mondal, A., Mahata, S. K., & Sarkar, D. (2022, August). Breast Cancer Classification Using Deep Convolutional Neural Networks. In Proceedings of International Conference on Computational Intelligence, Data Science and Cloud Computing: IEM-ICDC 2021 (pp. 179-187). Singapore: Springer Nature Singapore.

2021

34. Mondal, Anupam, Dey, Monalisa, Mahata, Sainik Kumar and Darothi Sarkar, 2021. "An Automatic Summarization System to Understand the Impact of COVID-19 on Education." In Applications of Machine Intelligence in Engineering, pp. 379-386. CRC Press, 2022.

35. Mahata, Sainik Kumar, Anupam Mondal, Monalisa Dey, and Darothi Sarkar, 2021. "Sentiment Analysis using Machine Translation." In Applications of Machine Intelligence in Engineering, pp. 371-377. CRC Press, 2022.

36. Mondal, A., Mahata, S., Dey, M., & Das, D., 2021. Classification of COVID19 tweets using Machine Learning Approaches. In Proceedings of the Sixth Social Media Mining for Health (# SMM4H) Workshop and Shared Task (pp. 135-137).

37. Mahata, S., Das, D. and Bandyopadhyay, S., 2021. Sentiment Classification of Code-Mixed Tweets using Bi-Directional RNN and Language Tags. In Proceedings of the First Workshop on Speech and Language Technologies for Dravidian Languages 2021 (EACL), April 19, 2021, pp. 28-35

2020

38. Mahata, S., Das, D. and Bandyopadhyay, S., 2020. Performance Gain in Low Resource MT with Transfer Learning: An Analysis concerning Language Families. In FIRE 2020, Forum for Information Retrieval Evaluation, Virtual Event Hosted by IDRBT, Hyderabad, 16th-20th December, pp. 58-61

39. Mahata, S., Das, D. and Bandyopadhyay, S., 2020. JUNLP@Dravidian-CodeMix-FIRE2020: Sentiment Classification of Code-Mixed Tweets using Bi-Directional RNN and Language Tags. In FIRE 2020, Forum for Information Retrieval Evaluation, Virtual Event Hosted by IDRBT, Hyderabad, 16th-20th December, pp. 490-494

40. Mahata, S., Das, D. and Bandyopadhyay, S., 2020. JUNLP@ICON2020: Low Resourced Machine Translation for Indic Languages. Accepted and to be published in ICON 2020: 17th International Conference on Natural Language Processing, December 18-21, 2020, IIT Patna.

41. Garain, A., Mahata, S. and Das, D., 2020, December. JUNLP at SemEval-2020 Task 9: Sentiment analysis of Hindi-English code-mixed data using grid search cross validation. In Proceedings of the Fourteenth Workshop on Semantic Evaluation (pp. 1276-1280).

42. Garain, A., Mahata, S. K. and Dutta, S., 2020, February. Normalization of Numeronyms using NLP Techniques. In 2020 IEEE Calcutta Conference (CALCON) (pp. 7-9). IEEE.

43. Mahata, S. K., Chandra, A., Das, D. and Bandyopadhyay, S., 2020. Preparation of Sentiment tagged Parallel Corpus and Testing its effect on Machine Translation. In International Conference on Big Data and Machine Learning, NIT Silchar, 2019, pp. 131-145

44. Raha, T., Mahata, S. K., Das, D. and Bandyopadhyay, S., 2020. Development of POS tagger for English-Bengali Code-Mixed data. In International Conference on Natural Language Processing, Hyderabad, 2019.

45. Mahata, S. K., Makhija, S., Agnihotri, A. and Das, D., 2020. Analysing Code-Switching Rules for English–Hindi Code-Mixed Text. In Emerging Technology in Modelling and Graphics (pp. 137-145). Springer, Singapore.

2019

46. Garain, A., Mahata, S., 2019. Sentiment Analysis at {SEPLN} {(TASS)-2019:} Sentiment Analysis at Tweet Level Using Deep Learning. In Proceedings of the Iberian Languages Evaluation Forum co-located with 35th Conference of the Spanish Society for Natural Language Processing, IberLEF@SEPLN 2019, Bilbao, Spain, September 24th, 2019, pp. 611-617.

47. Mahata, S., Garain, A., Rayala, A., Das, D. and Bandyopadhyay, S., 2019, August. JUMT at WMT2019 News Translation Task: A Hybrid Approach to Machine Translation for Lithuanian to English. In Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1) (pp. 283-286).

48. Mahata, S. K., Mandal, S., Das, D. and Bandyopadhyay, S., 2019, December. Code-Mixed to Monolingual Translation Framework. In Proceedings of the 11th Forum for Information Retrieval Evaluation (pp. 30-35).

2018

49. Mahata, S., Das, D. and Bandyopadhyay, S., 2018, October. JUCBNMT at WMT2018 News Translation Task: Character Based Neural Machine Translation of Finnish to English. In Proceedings of the Third Conference on Machine Translation: Shared Task Papers (pp. 445-448).

50. Mandal, S., Mahata, S. K. and Das, D., 2018, May. Preparing Bengali-English Code-Mixed Corpus for Sentiment Analysis of Indian Languages. In The 13th Workshop on Asian Language Resources (p. 57).

51. Mahata, S., Mandal, S., Das, D., & Bandyopadhyay, S. (2018, December). SMT vs NMT: A Comparison over Hindi and Bengali Simple Sentences. In Proceedings of the 15th International Conference on Natural Language Processing (pp. 175-182).

2017

52. Mahata, S., Das, D. and Bandyopadhyay, S., 2017, August. Bucc2017: A hybrid approach for identifying parallel sentences in comparable corpora. In Proceedings of the 10th Workshop on Building and Using Comparable Corpora (pp. 56-59).

2016

53. Mahata, S., Das, D. and Pal, S., 2016, August. Wmt2016: A hybrid approach to bilingual document alignment. In Proceedings of the First Conference on Machine Translation: Volume 2, Shared Task Papers (pp. 724-727).

2014

54. Dey, M., Dey, N., Mahata, S. K., Das, A., Chaudhuri, S.S., 2014. Electrocardiogram Feature based Inter-human Biometric Authentication System. In 2014 International Conference on Electronic Systems, Signal Processing and Computing Technologies, Nagpur, Maharashtra, January, 2014, ISBN: 978-1-4799-2102-7, Proceedings available at IEEE XPLORE, Digital Library

55. Mahata, S. K., Dey, M., Som, S., 2014. A Novel Approach for Cryptography using Rounded Cipher and Triangulation. In National Conference on Emerging Trends in Engineering and Sciences, sponsored by IEEE (Kolkata Chapter) and IETE, organized by Asansol Engineering College, West Bengal, January, 2014, Tata McGraw Hill Proceedings, ISBN: 978-93-392-0316-0

2012

56. Yadav, D.P., Sahana, S., Mahata, S. K., Sarkar, A., Dey, M., 2012. Cellular Automata based consensus in the presence of Node and Link Failure. In International Conference, Computing, Communication and Sensor Networks, CCSN 2012, organized by Purushottam Institute of Technology, Rorkella, Odhisha. India and Institution of Engineers, India. Sponsored By IEEE(Gold), Kolkata Chapter, IEI, Rourkela and PEWT, Rourkela. ISBN: 81-85824-46-0

2011

57. Mondal, A., Mahata, S. K., Kumar, D., 2011. A novel approach for synthesis of Linear Reversible Circuits.  at National Conference, Computing, Communication and Sensor Networks, CCSN 2011, organized by Purushottam Institute of Technology, Rourkella, Odhisha. India and Institution of Engineers, India. ISBN: 81-85824-46-0