Journal Publications(Only Scopus and SCI Indexed)

1. Niyas, S., Pawan, S.J.,  Anand Kumar, M., Rajan, J. Medical image segmentation with 3D convolutional neural networks: A survey, (2022) Neurocomputing, 493, pp. 397-413.

2. Anand Kumar, M., Padannayil, S.K. Transfer learning based code-mixed part-of-speech tagging using character-level representations for Indian languages (2021) Journal of Ambient Intelligence and Humanized Computing.

3. Mehta, D., Dwivedi, A., Patra, A., Anand Kumar, M.A transformer-based architecture for fake news classification. Springer- Soc. Netw. Anal. Min. 11, 39 (2021). https://doi.org/10.1007/s13278-021-00738-y

4. Meshram, S., Anand Kumar, M. Long short-term memory network for learning sentences similarity using deep contextual embeddings. Springer - Int. j. inf. tecnol. (2021). https://doi.org/10.1007/s41870-021-00686-y.

5. Radarapu, R., Gopal, A.S.S., Nh, M., Anand Kumar, M.Video summarization and captioning using dynamic mode decomposition for surveillance. Springer Int. j. inf. tecnol. (2021). https://doi.org/10.1007/s41870-021-00668-0

6.  Sanjanasri, J.P., Anand Kumar, M., Soman, K.P. Deep learning-based techniques to enhance the precision of phrase-based statistical machine translation system for Indian languages (2020) International Journal of Computer Aided Engineering and Technology, Inderscience- 13 (1-2), pp. 239-257

7. Manjusha, M. Anand Kumar, K.P. Soman, On developing handwritten character image database for Malayalam language script, Engineering Science and Technology - Elsevier (IF: 4.36), an International Journal, Volume 22, Issue 2, 2019, Pages 637-645.

8. M. Anand Kumar, Premjith, B., Singh, Shivkaran, Rajendran, S. and Soman, K. P.. "An Overview of the Shared Task on Machine Translation in Indian Languages (MTIL) – 2017" Journal of Intelligent Systems, vol. 28, no. 3, 2019, pp. 455-464. https://doi.org/10.1515/jisys-2018-0024

9. Veena, P.V., Kumar, M.A., Soman, K.P. Character embedding for language identification in Hindi-English code-mixed social media text (2018) Computacion y Sistemas, 22 (1), pp. 65-74. DOI: https://doi.org/10.13053/CyS-22-1-2775  (Scopus & ESCI)

10. Manjusha, K., Anand Kumar, M., Soman, K.P. Integrating scattering feature maps with convolutional neural networks for Malayalam handwritten character recognition (2018) International Journal on Document Analysis and Recognition, pp. 1-12. Article in Press. DOI: https://doi.org/10.1007/s10032-018-0308-z(SCI, IF:1.29)

11. Kumar, S., Kumar, M.A., Soman, K.P. Deep Learning Based Part-of-Speech Tagging for Malayalam Twitter Data (Special Issue: Deep Learning Techniques for Natural Language Processing) (2018) Journal of Intelligent Systems, . Article in Press. DOI: https://doi.org/10.1515/jisys-2017-0520 (SCOPUS and ESCI)

12. Singh, S., Anand Kumar, M., Soman, K.P. Attention based English to Punjabi neural machine translation (2018) Journal of Intelligent and Fuzzy Systems, 34 (3), pp. 1551-1559. DOI: https://doi.org/10.3233/JIFS-169450(SCI, IF:1.426)

13. Manjusha, K.,Anand Kumar, M., Soman, K.P. Reduced Scattering Representation for Malayalam Character Recognition (2018) Arabian Journal for Science and Engineering, 43 (8), pp. 4315-4326. DOI: https://doi.org/10.1007/s13369-017-2945-9(SCI, IF:1.02)

14. Remmiya Devi, G., Anand Kumar, M., Soman, K.P. Co-occurrence based word representation for extracting named entities in Tamil tweets (2018) Journal of Intelligent and Fuzzy Systems, 34 (3), pp. 1435-1442. DOI: https://doi.org/10.3233/JIFS-169439(SCI, IF:1.426)

15. Manjusha, K., Anand Kumar, M., Soman, K.P. Implementation of rejection strategies inside malayalam character recognition system based on random fourier features and regularized least square classifier (2018) Journal of Engineering Science and Technology, 13 (1), pp. 141-157. 

16. Sooraj, S., Manjusha, K., Anand Kumar, M., Soman, K.P. Deep learning based spell checker for Malayalam language (2018) Journal of Intelligent and Fuzzy Systems, 34 (3), pp. 1427-1434. DOI: https://doi.org/10.3233/JIFS-169438(SCI, IF:1.426)

Journal Special Issues/Books Edited

1. Edited a special issue titled "Deep Learning Techniques for Natural Language Processing)  " in the Journal of Intelligent Systems (Scopus Indexed) - Jul-2019 issue

2. Edited ICCIDS-2020 - conference proceedings - published in the Springer IFIP AICT (Advances in Information and Communication Technology ) series.

Conference Publications (Only Scopus Indexed

1. Velingkar, G., Kumar, J.K., Varadarajan, R., Lanka, S., Anand Kumar, M. Task Scheduling Using Deep Q-Learning (2022) Lecture Notes in Electrical Engineering, 858, pp. 749-759.

2. Prajwal, K., Tharun, K., Navaneeth, P., Anand Kumar, M. Cardiovascular Disease Prediction, Using Machine Learning (2022) 2022 International Conference on Innovative Trends in Information Technology, -Indian Institute of Information Technology Kottayam ICITIIT 2022

3. Saldanha, R., Ananthanarayana, V.S., Anand Kumar, M., Krishnamurthy, P.NITK-UoH: Tamil-Telugu Machine Translation Systems for the WMT21 Similar Language Translation Task (2021) WMT 2021 - 6th Conference on Machine Translation, Proceedings, pp. 299-303.

4. Nayak, P., Dash, A., Chintawar, S., Anand Kumar, M. Multi-Level Statistical Model for Forecasting Solar Radiation (2022) 2022 International Conference on Innovative Trends in Information Technology, Indian Institute of Information Technology Kottayam ICITIIT 2022

5. Nayak, P., Praueeth, G., Kulkarni, R., Anand Kumar, M. Long Short Term Memory Networks for Lexical Normalization of Tweets (2021) 2021 12th International Conference on Computing Communication and Networking Technologies, IIT - Kharagpur, ICCCNT 2021

6. Surendran, P., Navyasree, B., Kambham, H., Anand Kumar, M. Covid-19 Fake News Detector using Hybrid Convolutional and Bi-LSTM Model (2021) 2021 12th International Conference on Computing Communication and Networking Technologies, IIT - Kharagpur, ICCCNT 2021

7. Mangukia, A., Ibrahim, M., Golamudi, S., Kumar, N., Anand Kumar, M. Improved Variable Round Robin Scheduling Algorithm (2021) 2021 12th International Conference on Computing Communication and Networking Technologies, IIT - Kharagpur, ICCCNT 2021,

8. Gorti, S.S., Khalifa, A., Thirunavukkarasan, H., Nisha, G., Anand Kumar, M. Smart Traffic Management System Using Multithreading and Inter-process Communication (2021) 2021 12th International Conference on Computing Communication and Networking Technologies, IIT - Kharagpur, ICCCNT 2021

9. Hariharan. R.L, &, Anand Kumar M. (2021). NITK _ NLP at CheckThat! 2021: Ensemble Transformer Model for Fake News Classification. International Conference of the Cross-Language Evaluation Forum for European Languages - September 2021,  (CLEF 2021)

10. Ahmed, S. S., & Anand Kumar, M. (2021). Classification of Censored Tweets in Chinese Language using XLNet. In Proceedings of the Fourth Workshop on NLP for Internet Freedom: Censorship, Disinformation, and Propaganda (pp. 136-139), NAACL 2021

11. Hariharan, R. L. Anand Kumar M, "NITK NLP at FinCausal-2020 Task 1 Using BERT and Linear models." In Proceedings of the 1st Joint Workshop on Financial Narrative Processing and MultiLing Financial Summarisation, ACL pp. 60-63. 2020

12. Madhusoodanan, Adithya, Kieran Fraser, and Bilal Yousuf. Anand Kumar M, "Machine Learning Approach to Manage Adaptive Push Notifications for Improving User Experience." Challenge (2020): MobiQuitous ’20, December 7–9, 2020, Darmstadt, Germany 2020, Association for Computing Machinery

13. Chakravarthi, Bharathi Raja, Ruba Priyadharshini, Navya Jose, Anand Kumar M , Thomas Mandl, Prasanna Kumar Kumaresan, Rahul Ponnusamy, R. L. Hariharan, John Philip McCrae, and Elizabeth Sherly. "Findings of the Shared Task on Offensive Language Identification in Tamil, Malayalam, and Kannada." In Proceedings of the First Workshop on Speech and Language Technologies for Dravidian Languages at , pp. 133-145. 2021.

14. Chakravarthi, Bharathi Raja, Ruba Priyadharshini, Shubhanker Banerjee, Richard Saldanha, John Philip McCrae, Anand Kumar M,  "Findings of the Shared Task on Machine Translation in Dravidian languages." In Proceedings of the First Workshop on Speech and Language Technologies for Dravidian Languages, pp. 119-125. 2021.

15. Anand Kumar M,NITK-IT NLP@NSURL2019: Transfer Learning based POS Tagger for  Under Resourced Bhojpuri and Magahi Language,NSURLWorkshop on NLP Solutions for Under Resourced Languages, Italy -Sept 2019

16. Agrawal, Anumeha, Rosa Anil George, Selvan Sunitha Ravi, Sowmya Kamath. Anand Kumar M "Leveraging Multimodal Behavioral Analytics for Automated Job Interview Performance Assessment and Feedback." ACL 2020 (2020)

17. Bhavya Bordia, Shaswat Patel, N Nishanth, Anand Kumar M and Bhawana Rudra , Automated Traffic Light Signal Violation Detection System using Convolutional Neural Network,Springer 2020, SocTA

18. JP Sanjanasri, VK Menon, S Rajendran, KP Soman, M Anand Kumar, Intrinsic Evaluation for English–Tamil Bilingual Word Embeddings, Springer-Intelligent Systems, Technologies and Applications, 39-51 , 2020.

19. Agrawal, A., George, R.A., Ravi, S.S., Kamath, S. andKumar, A., 2019, August. Ars_nitk at mediqa 2019: analysing various methods for natural language inference, recognising question entailment and medical question answering system. In Proceedings of the 18th BioNLP Workshop and Shared Task (pp. 533-540).

20. SS Kumar, M Anand Kumar, KP Soman, P Poornachandran, Dynamic Mode-Based Feature with Random Mapping for Sentiment Analysis, Springer-Intelligent Systems, Technologies and Applications, 1-15, 2020.

21. Barathi Ganesh HB, Soman KP, Reshma U, Mandar K, Prachi M, Gouri K, Anitha K,Anand Kumar M. Overview of arnekt iecsil at fire-2018 track on information extraction for conversational systems in indian languages. FIRE (Working Notes)- 2018.

22. Anand Kumar, M., & BGB, P. SK: Overview of the INLI@ FIRE-2018 Track on Indian Native Language Identification. In workshop proceedings of FIRE (pp. 6-9)-2018.

23. Sharmila Devi V, S. Kannimuthu, Ravikumar G, Anand Kumar M, KCE_DAlab@MAPonSMS-FIRE2018: Effective word and character-based features for Multilingual Author Profiling. 213-222, In workshop proceedings of FIRE (pp. 6-9).

24. Anand Kumar M, Barathi Ganesh H. B., Soman K. P, Ajay S. G: Indian Native Language Identification - INLI 2018. ACM Proceedings,FIRE 2018,  11-15

25. Barathi Ganesh H. B., Soman K. P, Reshma U, Mandar Kale, Prachi Mankame, Gouri Kulkarni, Anitha Kale, Anand Kumar M, Information Extraction for Conversational Systems in Indian Languages - Arnekt IECSIL. ACM Proceedings, FIRE 2018: 18-20

26. Anand Kumar, M., Singh, S., Kavirajan, B., Soman, K.P. Shared Task on Detecting Paraphrases in Indian Languages (DPIL): An Overview (2018) Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 10478 LNCS, pp. 128-140. DOI: 10.1007/978-3-319-73606-8_10

27. Barathi Ganesh, H.B., Anand Kumar, M., Soman, K.P. From Vector Space Models to Vector Space Models of Semantics (2018) Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 10478 LNCS, pp. 50-60. DOI: 10.1007/978-3-319-73606-8_4

28. Premjith, B., Soman, K.P., Kumar, M.A. A deep learning approach for Malayalam morphological analysis at character level (2018) Procedia Computer Science, 132, pp. 47-54. DOI: 10.1016/j.procs.2018.05.058

29. Remmiya Devi, G., Veena, P.V., Anand Kumar, M., Soman, K.P. Entity Extraction of Hindi-English and Tamil-English Code-Mixed Social Media Text (2018)Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 10478 LNCS, pp. 206-218. DOI: 10.1007/978-3-319-73606 8_16

30. Praveena, R., Anand Kumar, M., Soman, K.P. Chunking based malayalam araphrase identification using unfolding recursive autoencoders (2017) 2017 international Conference on Advances in Computing, Communications and Informatics, ICACCI 2017, 2017-January, pp. 922-928. DOI: 10.1109/ICACCI.2017.8125959

31. Veena, P.V., Anand Kumar, M., Soman, K.P. An effective way of word-level language identification for code-mixed facebook comments using word-embedding via character-embedding (2017) 2017 International Conference on Advances in Computing, Communications and Informatics, ICACCI 2017, 2017-January, pp. 1552-1556. DOI:10.1109/ICACCI.2017.8126062  ( (Received Best Paper Award)\

32. Srinidhi Skanda, V., Anand Kumar, M., Soman, K.P. Detecting stance in kannada social media code-mixed text using sentence embedding (2017) 2017 international Conference on Advances in Computing, Communications and Informatics, ICACCI 2017, 2017-January, pp. 964-969. DOI: 10.1109/ICACCI.2017.8125966

33. Kavirajan, B.,Anand Kumar, M., Soman, K.P., Rajendran, S., Vaithehi, S. Improving the rule based machine translation system using sentence simplification (English to Tamil) (2017) 2017 International Conference on Advances in Computing, Communications and Informatics, ICACCI 2017, 2017-January, pp. 957-963. DOI: 10.1109/ICACCI.2017.8125965

34. Sankaralingam, C., Rajendran, S., Kavirajan, B., Anand Kumar, M., Soman, K.P. Onto-thesaurus for Tamil language: Ontology based intelligent system for information retrieval(2017) 2017 International Conference on Advances in Computing, Communications and Informatics, ICACCI 2017, 2017-January, pp. 2396-2401. DOI: 10.1109/ICACCI.2017.8126206

35. Manjusha, K., Kumar, M.A., Soman, K.P. Scattering representation in Malayalam character recognition (2017) 2017 23^rd National Conference on Communications, NCC 2017, art. no. 8077089, DOI: 10.1109/NCC.2017.8077089

36. Barathi Ganesh, H.B., Reshma, U.,Anand Kumar, M., Soman, K.P. Distributed representation in information retrieval - AMRITA-CEN-NLP@IRLeD2017 (2017) CEUR Workshop Proceedings, 2036, pp. 69-71.

37. Balakrishnan, B.G.H., Vinayakumar, Anand Kumar, M, Padannayil, S.K. NLP CEN AMRITA SMM4H: Health care text classification through class embeddings (2017) CEUR Workshop Proceedings, 1996, pp. 79-82.

38. Sharmila Devi, V., Kannimuthu, S., Safeeq, G., Anand Kumar, M. KCEDAlab @ EventXtract-IL-FIRE2017: Event Extraction using Support Vector Machines (2017) CEUR Workshop Proceedings, 2036, pp. 144-146.

39. Kumar, S.S., Kumar, M.A., Soman, K.P. Sentiment analysis of tweets in malayalam using long short-term memory units and convolutional neural nets, (2017) Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 10682 LNAI, pp. 320-334.DOI: 10.1007/978-3-319-71928-3_31

40. Barathi Ganesh, H.B., Reshma, U., Anand Kumar, M., Soman, K.P. Representation of target classes for text classification - AMRITA-CEN-NLP@RusProfilingPAN 2017 (2017) CEUR Workshop Proceedings, 2036, pp. 25-27.

41. Vinayan, V., Naveen, J.R., Harikrishnan, N.B., Anand Kumar, M., Soman, K.P. AmritaNLP@PAN-RusProfiling: Author Profiling using Machine Learning Techniques (2017) CEUR Workshop Proceedings, 2036, pp. 8-12. 

42. Anand Kumar, M., Barathi Ganesh, H.B., Singh, S., Soman, K.P., Rosso, P. Overview of the INLI PAN at FIRE-2017 track on Indian native language identification (2017) CEUR Workshop Proceedings, 2036, pp. 99-105

Book Chapters

1. Shubham Agrawal, Rashad Ahmed, Anand Kumar, M., Sheela Ramanna Categorizing Relations via Semi-supervised Learning Using a Hybrid Tolerance Rough Sets and Genetic Algorithm Approach (2022) Studies in Fuzziness and Soft Computing, 413, pp. 103-116.

2. Praveena, R., Anand Kumar, M., Soman, K.P. Semantic Similarity and Paraphrase Identification for Malayalam Using Deep Autoencoders (2021) Signals and Communication Technology, pp. 81-96. 

3. Rajendran, S., Soman, K.P., Anand Kumar, M., Sankaralingam, C. Ontological Structure-Based Retrieval System for Tamil (2021) EAI/Springer Innovations in Communication and Computing, pp. 197-223.

4. Ganesh, H. B., Reshma, U., Soman, K. P., &Kumar, M. A. (2020). MedNLU: Natural Language Understander for Medical Texts. In Deep Learning Techniques for Biomedical and Health Informatics (pp. 3-21). Springer, Cham.

5. Devi, G. R.,Kumar, M. A., & Soman, K. P. (2020). Extraction of named entities from social media text in tamil language using N-gram embedding for disaster management. In Nature-Inspired Computation in Data Mining and Machine Learning (pp. 207-223). Springer, Cham.

6. Ratnam, D.J., Kumar, M.A., Premjith, B., Soman, K.P., Rajendran, S. Sense disambiguation of English simple prepositions in the context of English-Hindi machine translation system (2018) Springer, Knowledge Computing and Its Applications: Knowledge Manipulation and Processing Techniques: Volume 1, pp. 245-268 (SPRINGER Book Chapter)

7. Premjith B., Soman K.P., Anand Kumar M., Jyothi Ratnam D. (2019) Embedding Linguistic Features in Word Embedding for Preposition Sense Disambiguation in English—Malayalam Machine Translation Context.Recent Advances in Computational Intelligence. Studies in Computational Intelligence, vol 823. Springer, Cham

8. Anand Kumar M, Shivkaran Singh , Praveena Ramanan , Vaithehi Sinthiya and Soman K. P Creating Paraphrase Identification Corpus for Indian Languages: Opensource Data Set for Paraphrase Creation, IGI, Source Title: Handbook of Research on Emerging Trends and Applications of Machine Learning. DOI: 10.4018/978-1-5225-9643-1.ch008

9. Viswanathan S., Anand Kumar M., Soman K.P. (2019) A Comparative Analysis of Machine Comprehension Using Deep Learning Models in Code-Mixed Hindi Language. In Recent Advances in Computational Intelligence. Studies in Computational Intelligence, vol 823. Springer, Cham