M. Anand Kumar

85 papers B 2Journal 18Unranked 61
YearRankTypeTitle / Venue / Authors
2024 J jnl
Detection and mitigation of few control plane attacks in software defined network environments using deep learning algorithm.
Concurr. Comput. Pract. Exp.
M. Anand Kumar, Edeh Michael Onyema, B. Sundaravadivazhagan, Manish Gupta, Achyut Shankar, Venkataramaiah Gude, Nagendar Yamsani
2024 — conf
Enhanced Sarcasm Detection with Attention Network.
MIND (2)
Darshan R. K, A. D. Mahit Nandan, M. Anand Kumar
2024 — conf
Hate Speech Sentiment Detection with Topic Modeling-Based Feature Engineering.
MIND (1)
Dhiraj Choudhary D, M. Shashank Reddy, M. Anand Kumar
2024 — conf
Leveraging Large Language Models for Zero Shot Feature Selection in Cardiometabolic Disease Prediction.
MIND (1)
Ashinee Kesanam, Gummuluri Venkata Ravi Ram, M. Anand Kumar
2023 B conf
Advancements in Financial Document Structure Extraction: Insights from Five Years of FinTOC (2019-2023).
IEEE Big Data
Juyeon Kang, Mauli Mehulkumar Patel, Anushka Agrawal, Simhadri Sevitha, Srinivasa Ravi, Sandra Bellato, M. Anand Kumar, Ngawang Dempa Tsang, Mo El-Haj
2023 — ch.
An Effective Diabetic Retinopathy Detection Using Hybrid Convolutional Neural Network Models.
Smart Computer Vision
Niteesh Kumar, Rashad Ahmed, B. H. Venkatesh, M. Anand Kumar
2023 B conf
Impact of Vector Embeddings on the Performance of Tolerance Near Sets-based Sentiment Classifier for Text Classification.
KES
Tejaswi Hegde, Kalyane Satyam Sanjay, Swetha Mary Thomas, Ranjana Kambhammettu, M. Anand Kumar, Sheela Ramanna
2022 — conf
A Body Area Network Approach for Stroke-Related Disease Diagnosis Using Artificial Intelligence with Deep Learning Techniques.
ICACDS (1)
M. Anand Kumar, A. Suresh Kumar
2022 — conf
Image Augmentation Strategies to Train GANs with Limited Data.
CVMI
Sidharth Lanka, Gaurang Velingkar, Rakshita Varadarajan, M. Anand Kumar
2022 J jnl
Medical image segmentation with 3D convolutional neural networks: A survey.
Neurocomputing
S. Niyas, S. J. Pawan, M. Anand Kumar, Jeny Rajan
2021 J jnl
A transformer-based architecture for fake news classification.
Soc. Netw. Anal. Min.
Divyam Mehta, Aniket Dwivedi, Arunabha Patra, M. Anand Kumar
2021 — conf
Conversational Hate-Speech detection in Code-Mixed Hindi-English Tweets.
FIRE (Working Notes)
Ratnavel Rajalakshmi, Srivarshan S, Faerie Mattins, Kaarthik E, Prithvi Seshadri, M. Anand Kumar
2021 — conf
Covid-19 Fake News Detector using Hybrid Convolutional and Bi-LSTM Model.
ICCCNT
Pranav Surendran, B. Navyasree, Harshitha Kambham, M. Anand Kumar
2021 — conf
Hate Speech and Offensive Content Identification in Hindi and Marathi Language Tweets using Ensemble Techniques.
FIRE (Working Notes)
Ratnavel Rajalakshmi, Faerie Mattins, Srivarshan S, Preethi Reddy, M. Anand Kumar
2021 — conf
Improved Variable Round Robin Scheduling Algorithm.
ICCCNT
Ayush Mangukia, Mohammed Ibrahim, Soorya Golamudi, Nishant Kumar, M. Anand Kumar
2021 — conf
Long Short Term Memory Networks for Lexical Normalization of Tweets.
ICCCNT
Pratham Nayak, Gosu Praneeth, Rakshit Kulkarni, M. Anand Kumar
2021 J jnl
Medical Image Segmentation using 3D Convolutional Neural Networks: A Review.
CoRR
S. Niyas, S. J. Pawan, M. Anand Kumar, Jeny Rajan
2021 — conf
Smart Traffic Management System Using Multithreading and Inter-process Communication.
ICCCNT
Sai Srivatsa Gorti, Aadil Khalifa, Harini Thirunavukkarasan, Gayathri Nisha, M. Anand Kumar
2020 J jnl
Deep learning-based techniques to enhance the precision of phrase-based statistical machine translation system for Indian languages.
Int. J. Comput. Aided Eng. Technol.
Sanjanasri J. P., M. Anand Kumar, K. P. Soman
2020 — ch.
Extraction of Named Entities from Social Media Text in Tamil Language Using N-Gram Embedding for Disaster Management.
Nature-Inspired Computation in Data Mining and Machine Learning
G. Remmiya Devi, M. Anand Kumar, K. P. Soman
2019 — ch.
A Comparative Analysis of Machine Comprehension Using Deep Learning Models in Code-Mixed Hindi Language.
Recent Advances in Computational Intelligence
Sujith Viswanathan, M. Anand Kumar, K. P. Soman
2019 J jnl
An Overview of the Shared Task on Machine Translation in Indian Languages (MTIL) - 2017.
J. Intell. Syst.
M. Anand Kumar, B. Premjith, Shivkaran Singh, S. Rajendran, K. P. Soman
2019 J jnl
Deep Learning Based Part-of-Speech Tagging for Malayalam Twitter Data (Special Issue: Deep Learning Techniques for Natural Language Processing).
J. Intell. Syst.
S. Sachin Kumar, M. Anand Kumar, K. P. Soman
2019 — ch.
Embedding Linguistic Features in Word Embedding for Preposition Sense Disambiguation in English - Malayalam Machine Translation Context.
Recent Advances in Computational Intelligence
B. Premjith, K. P. Soman, M. Anand Kumar, D. Jyothi Ratnam
2019 J jnl
Neural Machine Translation System for English to Indian Language Translation Using MTIL Parallel Corpus.
J. Intell. Syst.
B. Premjith, M. Anand Kumar, K. P. Soman
2018 — conf
AmritaNLP at SemEval-2018 Task 10: Capturing discriminative attributes using convolution neural network over global vector representation.
SemEval@NAACL-HLT
Vivek Vinayan, M. Anand Kumar, Soman K. P
2018 — conf
Amrita_student at SemEval-2018 Task 1: Distributed Representation of Social Media Text for Affects in Tweets.
SemEval@NAACL-HLT
Nidhin A. Unnithan, Shalini K, Barathi Ganesh H. B., M. Anand Kumar, Soman K. P
2018 J jnl
Attention based English to Punjabi neural machine translation.
J. Intell. Fuzzy Syst.
Shivkaran Singh, M. Anand Kumar, K. P. Soman
2018 — conf
CENNLP at SemEval-2018 Task 1: Constrained Vector Space Model in Affects in Tweets.
SemEval@NAACL-HLT
Naveen J. R, Barathi Ganesh H. B., M. Anand Kumar, Soman K. P
2018 — conf
CENNLP at SemEval-2018 Task 2: Enhanced Distributed Representation of Text using Target Classes for Emoji Prediction Representation.
SemEval@NAACL-HLT
Naveen J. R, Hariharan V, Barathi Ganesh H. B., M. Anand Kumar, Soman K. P
2018 J jnl
Character Embedding for Language Identification in Hindi-English Code-mixed Social Media Text.
Computación y Sistemas
P. V. Veena, M. Anand Kumar, K. P. Soman
2018 J jnl
Co-occurrence based word representation for extracting named entities in Tamil tweets.
J. Intell. Fuzzy Syst.
Remmiya Devi G, M. Anand Kumar, K. P. Soman
2018 J jnl
Deep learning based spell checker for Malayalam language.
J. Intell. Fuzzy Syst.
S. Sooraj, K. Manjusha, M. Anand Kumar, K. P. Soman
2018 J jnl
Integrating scattering feature maps with convolutional neural networks for Malayalam handwritten character recognition.
Int. J. Document Anal. Recognit.
K. Manjusha, M. Anand Kumar, K. P. Soman
2018 — conf
Sentiment Analysis for Code-Mixed Indian Social Media Text With Distributed Representation.
ICACCI
Shalini K, Barathi Ganesh H. B., M. Anand Kumar, K. P. Soman
2017 — conf
AmritaNLP@PAN-RusProfiling : Author Profiling using Machine Learning Techniques.
FIRE (Working Notes)
Vivek Vinayan, Naveen J. R, Harikrishnan N. B., M. Anand Kumar, Soman K. P
2017 — conf
An effective way of word-level language identification for code-mixed facebook comments using word-embedding via character-embedding.
ICACCI
P. V. Veena, M. Anand Kumar, K. P. Soman
2017 — conf
Chunking based malayalam paraphrase identification using unfolding recursive autoencoders.
ICACCI
R. Praveena, M. Anand Kumar, K. P. Soman
2017 J jnl
Deep Health Care Text Classification.
CoRR
R. Vinayakumar, Barathi Ganesh H. B., M. Anand Kumar, K. P. Soman
2017 J jnl
Dependency resolution and semantic mining using Tree Adjoining Grammars for Tamil Language.
CoRR
Vijay Krishna Menon, S. Rajendran, M. Anand Kumar, K. P. Soman
2017 — conf
Detecting stance in kannada social media code-mixed text using sentence embedding.
ICACCI
Srinidhi Skanda V, M. Anand Kumar, K. P. Soman
2017 — conf
Distributed Representation in Information Retrieval - AMRITA_CEN_NLP@IRLeD 2017.
FIRE (Working Notes)
Barathi Ganesh H. B., Reshma U, M. Anand Kumar, Soman K. P
2017 — conf
Improving the rule based machine translation system using sentence simplification (english to tamil).
ICACCI
Kavirajan B, M. Anand Kumar, K. P. Soman, S. Rajendran, S. Vaithehi
2017 — conf
NLP CEN AMRITA @ SMM4H: Health Care Text Classification through Class Embeddings.
SMM4H@AMIA
Barathi Ganesh H. B., R. Vinayakumar, M. Anand Kumar, K. P. Soman
2017 — conf
On designing lightweight qos routing protocol for delay-sensitive wireless body area networks.
ICACCI
M. Anand Kumar, C. Vidya Raj
2017 — conf
Onto-thesaurus for tamil language: Ontology based intelligent system for information retrieval.
ICACCI
C. Sankaralingam, S. Rajendran, B. Kavirajan, M. Anand Kumar, K. P. Soman
2017 — conf
Overview of the INLI PAN at FIRE-2017 Track on Indian Native Language Identification.
FIRE (Working Notes)
M. Anand Kumar, Barathi Ganesh H. B., Shivkaran Singh, Soman K. P, Paolo Rosso
2017 — conf
Representation of Target Classes for Text Classification - AMRITA_CEN_NLP@RusProfiling PAN 2017.
FIRE (Working Notes)
Barathi Ganesh H. B., Reshma U, M. Anand Kumar, Soman K. P
2017 — conf
Scattering representation in Malayalam character recognition.
NCC
K. Manjusha, M. Anand Kumar, K. P. Soman
2017 — conf
Sentiment Analysis of Tweets in Malayalam Using Long Short-Term Memory Units and Convolutional Neural Nets.
MIKE
S. Sachin Kumar, M. Anand Kumar, K. P. Soman
2017 J jnl
Vector Space Model as Cognitive Space for Text Classification.
CoRR
Barathi Ganesh H. B., M. Anand Kumar, K. P. Soman
2016 J jnl
A new TAG Formalism for Tamil and Parser Analytics.
CoRR
Vijay Krishna Menon, S. Rajendran, M. Anand Kumar, K. P. Soman
2016 — conf
AMRITA _CEN@FIRE 2016: Consumer Health Information Search using Keyword and Word Embedding Features.
FIRE (Working Notes)
Veena P. V, Remmiya Devi G, M. Anand Kumar, Soman K. P
2016 — conf
AMRITA_CEN@FIRE 2016: Code-Mix Entity Extraction for Hindi-English and Tamil-English Tweets.
FIRE (Working Notes)
Remmiya Devi G, Veena P. V, M. Anand Kumar, Soman K. P
2016 — conf
Amrita-CEN@MSIR-FIRE2016: Code-Mixed Question Classification using BoWs and RNN Embeddings.
FIRE (Working Notes)
M. Anand Kumar, Soman K. P
2016 — conf
Amrita_CEN at SemEval-2016 Task 1: Semantic Relation from Word Embeddings in Higher Dimension.
SemEval@NAACL-HLT
Barathi Ganesh H. B., M. Anand Kumar, K. P. Soman
2016 — conf
CEN@Amrita FIRE 2016: Context based Character Embeddings for Entity Extraction in Code-Mixed Text.
FIRE (Working Notes)
Srinidhi Skanda V, Shivkaran Singh, Remmiya Devi G, Veena P. V, M. Anand Kumar, Soman K. P
2016 — conf
CEN@Amrita: Information Retrieval on CodeMixed Hindi-English Tweets Using Vector Space Models.
FIRE (Working Notes)
Shivkaran Singh, M. Anand Kumar, Soman K. P
2016 — conf
Conditional Random Fields for Code Mixed Entity Recognition.
FIRE (Working Notes)
Barathi Ganesh H. B., M. Anand Kumar, Soman K. P
2016 — conf
DPIL@FIRE2016: Overview of the Shared task on Detecting Paraphrases in Indian language.
FIRE (Working Notes)
M. Anand Kumar, Shivkaran Singh, Kavirajan B, Soman K. P
2016 — conf
Distributional Semantic Representation for Text Classification and Information Retrieval.
FIRE (Working Notes)
Barathi Ganesh H. B., M. Anand Kumar, Soman K. P
2016 — conf
Distributional Semantic Representation in Health Care Text Classification.
FIRE (Working Notes)
Barathi Ganesh H. B., M. Anand Kumar, Soman K. P
2016 — conf
Entity Extraction of Hindi-English and Tamil-English Code-Mixed Social Media Text.
FIRE Workshop
Remmiya Devi G, P. V. Veena, M. Anand Kumar, K. P. Soman
2016 — conf
From Vector Space Models to Vector Space Models of Semantics.
FIRE Workshop
Barathi Ganesh H. B., M. Anand Kumar, K. P. Soman
2016 — conf
Shared Task on Detecting Paraphrases in Indian Languages (DPIL): An Overview.
FIRE Workshop
M. Anand Kumar, Shivkaran Singh, B. Kavirajan, K. P. Soman
2016 — conf
Statistical Semantics in Context Space : Amrita_CEN@Author Profiling.
CLEF (Working Notes)
Barathi Ganesh H. B., M. Anand Kumar, K. P. Soman
2015 — conf
A computational framework for Tamil document classification using Random Kitchen Sink.
ICACCI
Sanjanasri J. P., M. Anand Kumar
2015 — conf
AMRITA - CEN@NEEL: Identification and Linking of Twitter Entities.
#MSM
Barathi Ganesh H. B., Abinaya N., M. Anand Kumar, Vinaykumar R., K. P. Soman
2015 — conf
AMRITA-CEN@FIRE2015: Automated Story Illustration using Word Embedding.
FIRE Workshops
Sanjay S. P., Nivedhitha Ezhilarasan, M. Anand Kumar, K. P. Soman
2015 — conf
AMRITA-CEN@SAIL2015: Sentiment Analysis in Indian Languages.
MIKE
Shriya Se, R. Vinayakumar, M. Anand Kumar, K. P. Soman
2015 — conf
AMRITA_CEN @ FIRE 2015: Extracting Entities for Social Media Texts in Indian Languages.
FIRE Workshops
M. Anand Kumar, Shriya Se, K. P. Soman
2015 — conf
AMRITA_CEN-NLP@FIRE 2015: CRF Based Named Entity Extractor For Twitter Microposts.
FIRE Workshops
Sanjay S. P., M. Anand Kumar, K. P. Soman
2015 — conf
AMRITA_CEN-NLP@SAIL2015: Sentiment Analysis in Indian Language Using Regularized Least Square Approach with Randomized Feature Learning.
MIKE
S. Sachin Kumar, B. Premjith, M. Anand Kumar, K. P. Soman
2015 — conf
AmritaCEN_NLP @ FIRE 2015 Language Identification for Indian Languages in Social Media Text.
FIRE Workshops
Rahul Venkatesh Kumar, M. Anand Kumar, K. P. Soman
2015 — conf
Author identification based on word distribution in word space.
ICACCI
Barathi Ganesh H. B., Reshma U, M. Anand Kumar
2014 — conf
AMRITA_CEN@FIRE-2014: Named Entity Recognition for Indian Languages using Rich Features.
FIRE
N. Abinaya, Neethu John, Barathi H. B. Ganesh, M. Anand Kumar, K. P. Soman
2014 J jnl
Improving the Performance of English-Tamil Statistical Machine Translation System using Source-Side Pre-Processing.
CoRR
M. Anand Kumar, V. Dhanalakshmi, K. P. Soman, V. Sharmiladevi
2011 — conf
Clause Boundary Identification for Tamil Language Using Dependency Parsing.
SPIT/IPC
R. Dhivya, V. Dhanalakshmi, M. Anand Kumar, K. P. Soman
2011 — conf
Tamil to Hindi Machine Transliteration Using Support Vector Machines.
SPIT/IPC
S. Keerthana, V. Dhanalakshmi, M. Anand Kumar, V. P. Ajith, K. P. Soman
2010 — conf
A Novel Approach to Morphological Generator for Tamil.
ICDEM
R. U. Rekha, M. Anand Kumar, V. Dhanalakshmi, K. P. Soman, S. Rajendran
2010 — conf
Grammar Teaching Tools for Tamil language.
T4E
V. Dhanalakshmi, M. Anand Kumar, R. U. Rekha, K. P. Soman, S. Rajendran
2010 — conf
Morphological Analyzer for Malayalam Using Machine Learning.
ICDEM
V. P. Abeera, S. Aparna, R. U. Rekha, M. Anand Kumar, V. Dhanalakshmi, K. P. Soman, S. Rajendran
2010 — conf
Morphological Analyzer for Telugu Using Support Vector Machine.
ICT
G. Sai Kiranmai, K. Mallika, M. Anand Kumar, V. Dhanalakshmi, K. P. Soman
2009 — conf
Chunker for Tamil.
ARTCom
V. Dhanalakshmi, P. Padmavathy, M. Anand Kumar, K. P. Soman, S. Rajendran
2009 — conf
Morphological Analyzer for Agglutinative Languages Using Machine Learning Approaches.
ARTCom
V. Dhanalakshmi, M. Anand Kumar, R. U. Rekha, C. Arun Kumar, K. P. Soman, S. Rajendran