Soman K. P

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 46

Top Topics

Language Identification

Top Venues

FIRE (Working Notes)

SemEval@NAACL-HLT

Publications

Srividhya L, V. Sowmya, Vinaykumar Ravi, Gopalakrishnan E. A, Soman K. P
Deep learning-based approach for multi-stage diagnosis of Alzheimer's disease. Multim. Tools Appl. 83 (6) (2024)
Aadharsh Aadhithya A, Abinesh S, Akshaya J, Jayanth M, Vishnu Radhakrishnan, Sowmya V, Soman K. P
Learning (With) Distributed Optimization. CoRR (2023)
Ganeshkumar M., Vinayakumar Ravi, V. Sowmya, Gopalakrishnan E. A, Soman K. P
Explainable Deep Learning-Based Approach for Multilabel Classification of Electrocardiogram. IEEE Trans. Engineering Management 70 (8) (2023)
Mredulraj S. Pandianchery, Gopalakrishnan E. A, Sowmya V, Vinayakumar Ravi, Soman K. P
Explainable AI Framework for COVID-19 Prediction in Different Provinces of India. CoRR (2022)
Ganesh Kumar M, Vinayakumar Ravi, V. Sowmya, Gopalakrishnan E. A, Soman K. P, Chinmay Chakraborty
Identification of intracranial haemorrhage (ICH) using ResNet with data augmentation using CycleGAN and ICH segmentation using SegAN. Multim. Tools Appl. 81 (25) (2022)
Pavan Kumar P. H. V, Premjith B, Sanjanasri J. P., Soman K. P
Deep Learning Based Sentiment analysis for MalayalamTamil and Kannada languages. FIRE (Working Notes) (2021)
Deepthi Sudharsan, Asmitha U, Premjith B, Soman K. P
DistilRoBERTa Based Sentence Embedding for Rhetorical Role Labelling of Legal Case Documents. FIRE (Working Notes) (2021)
Ganesh Kumar M, Soman K. P, Gopalakrishnan E. A, Vijay Krishna Menon, V. Sowmya
Prediction of number of cases expected and estimation of the final size of coronavirus epidemic in India using the logistic model and genetic algorithm. CoRR (2020)
Vyshnav M. T, S. Sachin Kumar, Soman K. P
Offensive Language Detection: A Comparative Analysis. CoRR (2020)
Vidya Prasad K, Akarsh S, R. Vinayakumar, Soman K. P
A Deep Learning Approach for Similar Languages, Varieties and Dialects. CoRR (2019)
Rahul-Vigneswaran K, Neethu Mohan, Soman K. P
Data-driven Computing in Elasticity via Chebyshev Approximation. CoRR (2019)
Chandni M, Priyanga V. T, Premjith B, Soman K. P
Amrita CEN CIQ: Classification of Insincere Questions. FIRE (Working Notes) (2019)
Rahul-Vigneswaran K, Prabaharan Poornachandran, Soman K. P
A Compendium on Network and Host based Intrusion Detection Systems. CoRR (2019)
Sreelakshmi K, Premjith B, Soman K. P
Amrita CEN at HASOC 2019: Hate Speech Detection in Roman and Devanagiri Scripted Text. FIRE (Working Notes) (2019)
Mohammed Harun Babu R, R. Vinayakumar, Soman K. P
RNNSecureNet: Recurrent neural networks for Cyber security use-cases. CoRR (2019)
Naveenkumar K. S, R. Vinayakumar, Soman K. P
Emotion Detection using Data Driven Models. CoRR (2019)
Anu Vazhayil, Vinaykumar R., Soman K. P
DeepProteomics: Protein family classification using Shallow and Deep Networks. CoRR (2018)
R. Vinayakumar, Barathi Ganesh HB, Prabaharan Poornachandran, Anand Kumar M, Soman K. P
Deep-Net: Deep Neural Network for Cyber Security Use Cases. CoRR (2018)
Naveen J. R, Hariharan V, Barathi Ganesh H. B., M. Anand Kumar, Soman K. P
CENNLP at SemEval-2018 Task 2: Enhanced Distributed Representation of Text using Target Classes for Emoji Prediction Representation. SemEval@NAACL-HLT (2018)
Anand Kumar M, Barathi Ganesh H. B., Ajay S. G, Soman K. P
Overview of the second shared task on Indian Native Language Identification (INLI). FIRE (Working Notes) (2018)
Vivek Vinayan, M. Anand Kumar, Soman K. P
AmritaNLP at SemEval-2018 Task 10: Capturing discriminative attributes using convolution neural network over global vector representation. SemEval@NAACL-HLT (2018)
Naveen J. R, Barathi Ganesh H. B., M. Anand Kumar, Soman K. P
CENNLP at SemEval-2018 Task 1: Constrained Vector Space Model in Affects in Tweets. SemEval@NAACL-HLT (2018)
Anand Kumar M, Barathi Ganesh H. B., Soman K. P, Ajay S. G
Indian Native Language Identification - INLI 2018. FIRE (2018)
Anon George, Barathi Ganesh H. B., Anand Kumar M, Soman K. P
TeamCEN at SemEval-2018 Task 1: Global Vectors Representation in Emotion Detection. SemEval@NAACL-HLT (2018)
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. FIRE (2018)
Mohammed Harun Babu R, R. Vinayakumar, Soman K. P
A short review on Applications of Deep learning for Cyber security. CoRR (2018)
Nidhin A. Unnithan, Shalini K, Barathi Ganesh H. B., M. Anand Kumar, Soman K. P
Amrita_student at SemEval-2018 Task 1: Distributed Representation of Social Media Text for Affects in Tweets. SemEval@NAACL-HLT (2018)
Amara Dinesh Kumar, Koti Naga Renu Chebrolu, R. Vinayakumar, Soman K. P
A Brief Survey on Autonomous Vehicle Possible Attacks, Exploits and Vulnerabilities. CoRR (2018)
Vysakh S. Mohan, R. Vinayakumar, Soman K. P, Prabaharan Poornachandran
S.P.O.O.F Net: Syntactic Patterns for identification of Ominous Online Factors. IEEE Symposium on Security and Privacy Workshops (2018)
B. Premjith, Soman K. P, Prabaharan Poornachandran
A deep learning based Part-of-Speech (POS) tagger for Sanskrit language by embedding character level features. FIRE (2018)
Barathi Ganesh H. B., Soman K. P, Reshma U, Mandar Kale, Prachi Mankame, Gouri Kulkarni, Anitha Kale, Anand Kumar M
Overview of Arnekt IECSIL at FIRE-2018 Track on Information Extraction for Conversational Systems in Indian Languages. FIRE (Working Notes) (2018)
B. Ganga Gowri, Soman K. P, D. Govind
Improved Epoch Extraction from Telephonic Speech Using Chebfun and Zero Frequency Filtering. INTERSPEECH (2018)
Vivek Vinayan, Naveen J. R, Harikrishnan N. B., M. Anand Kumar, Soman K. P
AmritaNLP@PAN-RusProfiling : Author Profiling using Machine Learning Techniques. FIRE (Working Notes) (2017)
Barathi Ganesh H. B., Reshma U, M. Anand Kumar, Soman K. P
Representation of Target Classes for Text Classification - AMRITA_CEN_NLP@RusProfiling PAN 2017. FIRE (Working Notes) (2017)
Barathi Ganesh H. B., Reshma U, M. Anand Kumar, Soman K. P
Distributed Representation in Information Retrieval - AMRITA_CEN_NLP@IRLeD 2017. FIRE (Working Notes) (2017)
M. Anand Kumar, Barathi Ganesh H. B., Shivkaran Singh, Soman K. P, Paolo Rosso
Overview of the INLI PAN at FIRE-2017 Track on Indian Native Language Identification. FIRE (Working Notes) (2017)
Rahul Krishnan Pathinarupothi, Dhara Prathap J, Ekanath Srihari Rangan, E. Gopalakrishnan, Vinaykumar R., Soman K. P
Single Sensor Techniques for Sleep Apnea Diagnosis Using Deep Learning. ICHI (2017)
Srinidhi Skanda V, Shivkaran Singh, Remmiya Devi G, Veena P. V, M. Anand Kumar, Soman K. P
CEN@Amrita FIRE 2016: Context based Character Embeddings for Entity Extraction in Code-Mixed Text. FIRE (Working Notes) (2016)
Barathi Ganesh H. B., M. Anand Kumar, Soman K. P
Distributional Semantic Representation in Health Care Text Classification. FIRE (Working Notes) (2016)
M. Anand Kumar, Soman K. P
Amrita-CEN@MSIR-FIRE2016: Code-Mixed Question Classification using BoWs and RNN Embeddings. FIRE (Working Notes) (2016)
Remmiya Devi G, Veena P. V, M. Anand Kumar, Soman K. P
AMRITA_CEN@FIRE 2016: Code-Mix Entity Extraction for Hindi-English and Tamil-English Tweets. FIRE (Working Notes) (2016)
Barathi Ganesh H. B., M. Anand Kumar, Soman K. P
Distributional Semantic Representation for Text Classification and Information Retrieval. FIRE (Working Notes) (2016)
Barathi Ganesh H. B., M. Anand Kumar, Soman K. P
Conditional Random Fields for Code Mixed Entity Recognition. FIRE (Working Notes) (2016)
Shivkaran Singh, M. Anand Kumar, Soman K. P
CEN@Amrita: Information Retrieval on CodeMixed Hindi-English Tweets Using Vector Space Models. FIRE (Working Notes) (2016)
Veena P. V, Remmiya Devi G, M. Anand Kumar, Soman K. P
AMRITA _CEN@FIRE 2016: Consumer Health Information Search using Keyword and Word Embedding Features. FIRE (Working Notes) (2016)
M. Anand Kumar, Shivkaran Singh, Kavirajan B, Soman K. P
DPIL@FIRE2016: Overview of the Shared task on Detecting Paraphrases in Indian language. FIRE (Working Notes) (2016)