Soman K. P - RankMe

48 papers A 1Journal 17Unranked 30

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Deep learning-based approach for multi-stage diagnosis of Alzheimer's disease. Multim. Tools Appl. Srividhya L, V. Sowmya, Vinaykumar Ravi, Gopalakrishnan E. A, Soman K. P
2024	J	`jnl`	Enhancing Long-Term Memory using Hierarchical Aggregate Tree for Retrieval Augmented Generation. CoRR Aadharsh Aadhithya A, S. Sachin Kumar, Soman K. P
2023	J	`jnl`	Explainable Deep Learning-Based Approach for Multilabel Classification of Electrocardiogram. IEEE Trans. Engineering Management Ganeshkumar M., Vinayakumar Ravi, V. Sowmya, Gopalakrishnan E. A, Soman K. P
2023	J	`jnl`	Learning (With) Distributed Optimization. CoRR Aadharsh Aadhithya A, Abinesh S, Akshaya J, Jayanth M, Vishnu Radhakrishnan, Sowmya Vishvanathan, Soman K. P
2022	J	`jnl`	Explainable AI Framework for COVID-19 Prediction in Different Provinces of India. CoRR Mredulraj S. Pandianchery, Gopalakrishnan E. A, V. Sowmya, Vinayakumar Ravi, Soman K. P
2022	J	`jnl`	Identification of intracranial haemorrhage (ICH) using ResNet with data augmentation using CycleGAN and ICH segmentation using SegAN. Multim. Tools Appl. Ganesh Kumar M, Vinayakumar Ravi, V. Sowmya, Gopalakrishnan E. A, Soman K. P, Chinmay Chakraborty
2021	—	`conf`	Deep Learning Based Sentiment analysis for MalayalamTamil and Kannada languages. FIRE (Working Notes) Pavan Kumar P. H. V, Premjith B, Sanjanasri J. P., Soman K. P
2021	—	`conf`	DistilRoBERTa Based Sentence Embedding for Rhetorical Role Labelling of Legal Case Documents. FIRE (Working Notes) Deepthi Sudharsan, Asmitha U, Premjith B, Soman K. P
2021	—	`conf`	Synthetic Data Augmentation of MRI using Generative Variational Autoencoder for Parkinson's Disease Detection. FICTA (2) Yamini Madan, Iswarya Kannoth Veetil, Sowmya Vishvanathan, Gopalakrishnan E. A, Soman K. P
2020	J	`jnl`	Offensive Language Detection: A Comparative Analysis. CoRR Vyshnav M. T, S. Sachin Kumar, Soman K. P
2020	J	`jnl`	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 Ganesh Kumar M, Soman K. P, Gopalakrishnan E. A, Vijay Krishna Menon, V. Sowmya
2019	J	`jnl`	A Compendium on Network and Host based Intrusion Detection Systems. CoRR Rahul-Vigneswaran K, Prabaharan Poornachandran, Soman K. P
2019	J	`jnl`	A Deep Learning Approach for Similar Languages, Varieties and Dialects. CoRR Vidya Prasad K, Akarsh S, R. Vinayakumar, Soman K. P
2019	—	`conf`	Amrita CEN CIQ: Classification of Insincere Questions. FIRE (Working Notes) Chandni M, Priyanga V. T, Premjith B, Soman K. P
2019	—	`conf`	Amrita CEN at HASOC 2019: Hate Speech Detection in Roman and Devanagiri Scripted Text. FIRE (Working Notes) Sreelakshmi K, Premjith B, Soman K. P
2019	J	`jnl`	Data-driven Computing in Elasticity via Chebyshev Approximation. CoRR Rahul-Vigneswaran K, Neethu Mohan, Soman K. P
2019	J	`jnl`	Emotion Detection using Data Driven Models. CoRR Naveenkumar K. S, R. Vinayakumar, Soman K. P
2019	J	`jnl`	RNNSecureNet: Recurrent neural networks for Cyber security use-cases. CoRR Mohammed Harun Babu R, R. Vinayakumar, Soman K. P
2018	J	`jnl`	A Brief Survey on Autonomous Vehicle Possible Attacks, Exploits and Vulnerabilities. CoRR Amara Dinesh Kumar, Koti Naga Renu Chebrolu, R. Vinayakumar, Soman K. P
2018	—	`conf`	A deep learning based Part-of-Speech (POS) tagger for Sanskrit language by embedding character level features. FIRE B. Premjith, Soman K. P, Prabaharan Poornachandran
2018	J	`jnl`	A short review on Applications of Deep learning for Cyber security. CoRR Mohammed Harun Babu R, R. Vinayakumar, Soman K. P
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	—	`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`	Deep-Net: Deep Neural Network for Cyber Security Use Cases. CoRR R. Vinayakumar, Barathi Ganesh H. B., Prabaharan Poornachandran, Anand Kumar M, Soman K. P
2018	J	`jnl`	DeepProteomics: Protein family classification using Shallow and Deep Networks. CoRR Anu Vazhayil, Vinaykumar R., Soman K. P
2018	A	`conf`	Improved Epoch Extraction from Telephonic Speech Using Chebfun and Zero Frequency Filtering. INTERSPEECH B. Ganga Gowri, Soman K. P, D. Govind
2018	—	`conf`	Indian Native Language Identification - INLI 2018. FIRE Anand Kumar M, Barathi Ganesh H. B., Soman K. P, Ajay S. G
2018	—	`conf`	Information Extraction for Conversational Systems in Indian Languages - Arnekt IECSIL. FIRE Barathi Ganesh H. B., Soman K. P, Reshma U, Mandar Kale, Prachi Mankame, Gouri Kulkarni, Anitha Kale, Anand Kumar M
2018	—	`conf`	Overview of Arnekt IECSIL at FIRE-2018 Track on Information Extraction for Conversational Systems in Indian Languages. FIRE (Working Notes) Barathi Ganesh H. B., Soman K. P, Reshma U, Mandar Kale, Prachi Mankame, Gouri Kulkarni, Anitha Kale, Anand Kumar M
2018	—	`conf`	Overview of the second shared task on Indian Native Language Identification (INLI). FIRE (Working Notes) Anand Kumar M, Barathi Ganesh H. B., Ajay S. G, Soman K. P
2018	—	`conf`	S.P.O.O.F Net: Syntactic Patterns for identification of Ominous Online Factors. IEEE Symposium on Security and Privacy Workshops Vysakh S. Mohan, R. Vinayakumar, Soman K. P, Prabaharan Poornachandran
2018	—	`conf`	TeamCEN at SemEval-2018 Task 1: Global Vectors Representation in Emotion Detection. SemEval@NAACL-HLT Anon George, Barathi Ganesh H. B., Anand Kumar M, Soman K. P
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`	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`	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`	Single Sensor Techniques for Sleep Apnea Diagnosis Using Deep Learning. ICHI Rahul Krishnan Pathinarupothi, Dhara Prathap J, Ekanath Srihari Rangan, E. Gopalakrishnan, Vinaykumar R., Soman K. P
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`	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