All Stories

  1. Representation Learning in Continuous-Time Dynamic Signed Networks

    Article • October 2023, ACM (Association for Computing Machinery)

    anand kumar m, Kartik Sharma

  2. Prediction of High-Resolution Atmospheric CO2 Concentration from OCO-2 using Machine Learning

    Article • January 2023, ACM (Association for Computing Machinery)

    anand kumar m

  3. Multi-Vehicle Tracking and Speed Estimation Model using Deep Learning

    Article • August 2022, ACM (Association for Computing Machinery)

    anand kumar m, Tharun K

  4. Analyzing Banking Services Applicability Using Explainable Artificial Intelligence

    Article • August 2022, ACM (Association for Computing Machinery)

    anand kumar m, Anand Sriram

  5. Findings of Shared Task on Offensive Language Identification in Tamil and Malayalam

    Article • December 2021, ACM (Association for Computing Machinery)

    anand kumar m, Mr. Prasanna Kumar Kumaresan, Premjith B

  6. Overview of the HASOC Track at FIRE 2020: Hate Speech and Offensive Language Identification in Tamil, Malayalam, Hindi, English and German

    Article • December 2020, ACM (Association for Computing Machinery)

    anand kumar m

  7. Machine Learning Approach to Manage Adaptive Push Notifications for Improving User Experience

    Article • December 2020, ACM (Association for Computing Machinery)

    Adithya Madhusoodanan , anand kumar m

  8. Extraction of Named Entities from Social Media Text in Tamil Language Using N-Gram Embedding for Disaster Management

    Article • September 2019, Springer Science + Business Media

    anand kumar m

  9. Deep Learning Based Part-of-Speech Tagging for Malayalam Twitter Data (Special Issue: Deep Learning Techniques for Natural Language Processing)

    Article • Journal of Intelligent Systems, July 2019, De Gruyter

    anand kumar m

  10. An Overview of the Shared Task on Machine Translation in Indian Languages (MTIL) – 2017

    Article • Journal of Intelligent Systems, July 2019, De Gruyter

    anand kumar m

  11. Neural Machine Translation System for English to Indian Language Translation Using MTIL Parallel Corpus

    Article • Journal of Intelligent Systems, July 2019, De Gruyter

    Premjith B, anand kumar m

  12. On developing handwritten character image database for Malayalam language script

    Article • Engineering Science and Technology an International Journal, April 2019, Elsevier

    anand kumar m

  13. Dynamic Mode-Based Feature with Random Mapping for Sentiment Analysis

    Article • February 2019, Springer Science + Business Media

    anand kumar m

  14. Intrinsic Evaluation for English–Tamil Bilingual Word Embeddings

    Article • February 2019, Springer Science + Business Media

    anand kumar m

  15. A Sequence-Based Machine Comprehension Modeling Using LSTM and GRU

    Article • January 2019, Springer Science + Business Media

    anand kumar m

  16. A Comparative Analysis of Machine Comprehension Using Deep Learning Models in Code-Mixed Hindi Language

    Article • January 2019, Springer Science + Business Media

    anand kumar m

  17. Capturing Discriminative Attributes Using Convolution Neural Network Over ConceptNet Numberbatch Embedding

    Article • January 2019, Springer Science + Business Media

    anand kumar m

  18. Deep-Learning-Based Stance Detection for Indian Social Media Text

    Article • January 2019, Springer Science + Business Media

    anand kumar m

  19. Distributed Representation of Healthcare Text Through Qualitative and Quantitative Analysis

    Article • January 2019, Springer Science + Business Media

    anand kumar m

  20. Embedding Linguistic Features in Word Embedding for Preposition Sense Disambiguation in English—Malayalam Machine Translation Context

    Article • January 2019, Springer Science + Business Media

    anand kumar m

  21. Gender Identification of Code-Mixed Malayalam–English Data from WhatsApp

    Article • January 2019, Springer Science + Business Media

    anand kumar m

  22. LSTM Based Paraphrase Identification Using Combined Word Embedding Features

    Article • January 2019, Springer Science + Business Media

    anand kumar m

  23. Named Entity Recognition in Tamil Language Using Recurrent Based Sequence Model

    Article • January 2019, Springer Science + Business Media

    anand kumar m

  24. Relation Extraction Using Convolutional Neural Networks

    Article • January 2019, Springer Science + Business Media

    anand kumar m

  25. Significance of Global Vectors Representation in Protein Sequences Analysis

    Article • January 2019, Springer Science + Business Media

    anand kumar m

  26. Detection of Duplicates in Quora and Twitter Corpus

    Article • December 2018, Springer Science + Business Media

    anand kumar m

  27. Experimental Study of Gender and Language Variety Identification in Social Media

    Article • December 2018, Springer Science + Business Media

    anand kumar m

  28. Paraphrase Identification in Telugu Using Machine Learning

    Article • December 2018, Springer Science + Business Media

    anand kumar m

  29. Indian Native Language Identification - INLI 2018

    Article • December 2018, ACM (Association for Computing Machinery)

    anand kumar m

  30. Information Extraction for Conversational Systems in Indian Languages - Arnekt IECSIL

    Article • December 2018, ACM (Association for Computing Machinery)

    anand kumar m

  31. Sentiment Analysis for Code-Mixed Indian Social Media Text With Distributed Representation

    Article • September 2018, Institute of Electrical & Electronics Engineers (IEEE)

    anand kumar m

  32. Integrating scattering feature maps with convolutional neural networks for Malayalam handwritten character recognition

    Article • International Journal on Document Analysis and Recognition (IJDAR), July 2018, Springer Science + Business Media

    anand kumar m

  33. Character Embedding for Language Identification in Hindi-English Code-mixed Social Media Text

    Article • Computación y Sistemas, March 2018, Instituto Politecnico Nacional/Centro de Investigacion en Computacion

    anand kumar m

  34. Deep learning based spell checker for Malayalam language

    Article • Journal of Intelligent & Fuzzy Systems, March 2018, IOS Press

    Sooraj S, anand kumar m

  35. Co-occurrence based word representation for extracting named entities in Tamil tweets

    Article • Journal of Intelligent & Fuzzy Systems, March 2018, IOS Press

    anand kumar m

  36. Attention based English to Punjabi neural machine translation

    Article • Journal of Intelligent & Fuzzy Systems, March 2018, IOS Press

    Shivkaran Singh, anand kumar m

  37. A deep learning approach for Malayalam morphological analysis at character level

    Article • Procedia Computer Science, January 2018, Elsevier

    anand kumar m

  38. Entity Extraction of Hindi-English and Tamil-English Code-Mixed Social Media Text

    Article • January 2018, Springer Science + Business Media

    anand kumar m

  39. From Vector Space Models to Vector Space Models of Semantics

    Article • January 2018, Springer Science + Business Media

    anand kumar m

  40. Sentiment Analysis of Indian Languages using Convolutional Neural Networks

    Article • January 2018, Institute of Electrical & Electronics Engineers (IEEE)

    anand kumar m

  41. Shared Task on Detecting Paraphrases in Indian Languages (DPIL): An Overview

    Article • January 2018, Springer Science + Business Media

    anand kumar m

  42. Reduced Scattering Representation for Malayalam Character Recognition

    Article • Arabian Journal for Science and Engineering, November 2017, Springer Science + Business Media

    anand kumar m

  43. An effective way of word-level language identification for code-mixed facebook comments using word-embedding via character-embedding

    Article • September 2017, Institute of Electrical & Electronics Engineers (IEEE)

    anand kumar m

  44. Chunking based malayalam paraphrase identification using unfolding recursive autoencoders

    Article • September 2017, Institute of Electrical & Electronics Engineers (IEEE)

    anand kumar m

  45. Detecting stance in kannada social media code-mixed text using sentence embedding

    Article • September 2017, Institute of Electrical & Electronics Engineers (IEEE)

    anand kumar m

  46. Improving the rule based machine translation system using sentence simplification (english to tamil)

    Article • September 2017, Institute of Electrical & Electronics Engineers (IEEE)

    anand kumar m

  47. Onto-thesaurus for tamil language: Ontology based intelligent system for information retrieval

    Article • September 2017, Institute of Electrical & Electronics Engineers (IEEE)

    anand kumar m

  48. Scattering representation in Malayalam character recognition

    Article • March 2017, Institute of Electrical & Electronics Engineers (IEEE)

    anand kumar m

  49. Sentiment Analysis of Tweets in Malayalam Using Long Short-Term Memory Units and Convolutional Neural Nets

    Article • January 2017, Springer Science + Business Media

    anand kumar m

  50. A Fast and Efficient Framework for Creating Parallel Corpus

    Article • Indian Journal of Science and Technology, December 2016, Indian Society for Education and Environment

    anand kumar m

  51. Cuisine Prediction based on Ingredients using Tree Boosting Algorithms

    Article • Indian Journal of Science and Technology, December 2016, Indian Society for Education and Environment

    anand kumar m

  52. Predicting the Sentimental Reviews in Tamil Movie using Machine Learning Algorithms

    Article • Indian Journal of Science and Technology, December 2016, Indian Society for Education and Environment

    Mr vinayakumar R, anand kumar m

  53. Knowledge based Approach for English-Malayalam Parallel Corpus Generation

    Article • Indian Journal of Science and Technology, December 2016, Indian Society for Education and Environment

    anand kumar m

  54. Word Embedding Models for Finding Semantic Relationship between Words in Tamil Language

    Article • Indian Journal of Science and Technology, December 2016, Indian Society for Education and Environment

    anand kumar m

  55. Entity Extraction for Malayalam Social Media Text Using Structured Skip-gram Based Embedding Features from Unlabeled Data

    Article • Procedia Computer Science, January 2016, Elsevier

    anand kumar m

  56. Randomized Kernel Approach for Named Entity Recognition in Tamil

    Article • Indian Journal of Science and Technology, September 2015, Indian Society for Education and Environment

    anand kumar m

  57. Deep Belief Network Based Part-of-Speech Tagger for Telugu Language

    Article • September 2015, Springer Science + Business Media

    anand kumar m

  58. Innovative Feature Sets for Machine Learning based Telugu Character Recognition

    Article • Indian Journal of Science and Technology, September 2015, Indian Society for Education and Environment

    anand kumar m

  59. Simulated and Self-Sustained Classification of Twitter Data based on its Sentiment

    Article • Indian Journal of Science and Technology, September 2015, Indian Society for Education and Environment

    anand kumar m

  60. A computational framework for Tamil document classification using Random Kitchen Sink

    Article • August 2015, Institute of Electrical & Electronics Engineers (IEEE)

    anand kumar m

  61. Author identification based on word distribution in word space

    Article • August 2015, Institute of Electrical & Electronics Engineers (IEEE)

    anand kumar m

  62. Named Entity Recognition for Malayalam language: A CRF based approach

    Article • May 2015, Institute of Electrical & Electronics Engineers (IEEE)

    anand kumar m

  63. AMRITA_CEN@FIRE-2014

    Article • January 2015, ACM (Association for Computing Machinery)

    anand kumar m

  64. AMRITA-CEN@SAIL2015: Sentiment Analysis in Indian Languages

    Article • January 2015, Springer Science + Business Media

    Mr vinayakumar R, anand kumar m

  65. AMRITA_CEN-NLP@SAIL2015: Sentiment Analysis in Indian Language Using Regularized Least Square Approach with Randomized Feature Learning

    Article • January 2015, Springer Science + Business Media

    anand kumar m

  66. Cross-Lingual Preposition Disambiguation for Machine Translation

    Article • Procedia Computer Science, January 2015, Elsevier

    anand kumar m

  67. AMRITA_CEN@FIRE-2014

    Article • January 2015, ACM (Association for Computing Machinery)

    anand kumar m

  68. Joint layer based deep learning framework for bilingual machine transliteration

    Article • September 2014, Institute of Electrical & Electronics Engineers (IEEE)

    anand kumar m

  69. Machine learning approach for correcting preposition errors using SVD features

    Article • September 2014, Institute of Electrical & Electronics Engineers (IEEE)

    anand kumar m

  70. Dependency based Multiword Expression Extraction towards NLP applications

    Article • January 2014, ACM (Association for Computing Machinery)

    anand kumar m

  71. Language learning for visual and auditory learners using scratch toolkit

    Article • January 2014, Institute of Electrical & Electronics Engineers (IEEE)

    anand kumar m

  72. A Novel Approach to Morphological Generator for Tamil

    Article • January 2012, Springer Science + Business Media

    anand kumar m

  73. Clause Boundary Identification for Tamil Language Using Dependency Parsing

    Article • January 2012, Springer Science + Business Media

    anand kumar m

  74. Morphological Analyzer for Malayalam Using Machine Learning

    Article • January 2012, Springer Science + Business Media

    anand kumar m

  75. Tamil to Hindi Machine Transliteration Using Support Vector Machines

    Article • January 2012, Springer Science + Business Media

    anand kumar m

  76. Grammar Teaching Tools for Tamil language

    Article • July 2010, Institute of Electrical & Electronics Engineers (IEEE)

    anand kumar m

  77. Morphological Analyzer for Telugu Using Support Vector Machine

    Article • January 2010, Springer Science + Business Media

    anand kumar m

  78. Chunker for Tamil

    Article • January 2009, Institute of Electrical & Electronics Engineers (IEEE)

    anand kumar m

  79. Morphological Analyzer for Agglutinative Languages Using Machine Learning Approaches

    Article • January 2009, Institute of Electrical & Electronics Engineers (IEEE)

    anand kumar m