Journal Publications(Only Scopus and SCI Indexed)

1. 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

2. 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)

3. 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)

4. 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)

5. 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)

6. 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)

7. 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.

8. 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)

Conference Publications (Only Scopus Indexed)

1. 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

2. 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

3. 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

4. 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

5. 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

6. 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)

7. 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

8. 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

9. 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

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

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

12. 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.

13. 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.

14. 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

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

16. 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.

17. 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. 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. DOI: https://doi.org/10.1007/978-981-10-6680-1_13 (SPRINGER Book Chapter)