2022 · Language Resources and Evaluation
DravidianCodeMix: sentiment analysis and offensive language identification dataset for Dravidian languages in code-mixed text
126 citationsRead
Most cited
119 papers in total2020 · Forum for Information Retrieval Evaluation
Overview of the track on Sentiment Analysis for Dravidian Languages in Code-Mixed Text
104 citationsRead
2020 · International Conference on Advanced Computing and Communication Systems (ICACCS)
A Survey of Current Datasets for Code-Switching Research
95 citationsRead
2020 · Zenodo (CERN European Organization for Nuclear Research)
A Sentiment Analysis Dataset for Code-Mixed Malayalam-English
77 citationsRead
2015 · Procedia Computer Science
A Novel Approach for Removal of Pectoral Muscles in Digital Mammogram
60 citationsRead
2023 · Results in Engineering
M-Net: An encoder-decoder architecture for medical image analysis using ensemble learning
44 citationsRead
Newest first
119 papers in total2026
- Multistage Fine-tuning Strategies for Automatic Speech Recognition in Low-resource LanguagesACM Transactions on Asian and Low-Resource Language Information Processing · 3 citations
- Human pose estimation based engagement detection in E-learning: a hybrid approachDiscover Artificial Intelligence · 1 citations
- ContributorsElsevier eBooks
- Pupillometry and Brain Dynamics for Cognitive Load in Working MemoryarXiv (Cornell University)
- An explainable adaptive graph learning framework for dynamic brain connectivity analysis in autism diagnosisHealthcare Analytics
- Cross-Modal Computational Model of Brain-Heart Interactions via HRV and EEG FeaturearXiv (Cornell University)
- Unveiling the Heart-Brain Connection: An Analysis of ECG in Cognitive PerformancearXiv (Cornell University)
- Fine-tuning and script normalization for enhancing Malayalam automatic speech recognitionAIP conference proceedings
- EEG-based imagined speech classification—A systematic review by exploring the effective hierarchical deep learning approachesElsevier eBooks
- Rehumanizing Education in the Era of Generative AI: An Emotional-Intelligence-Driven Pedagogical FrameworkIntechOpen eBooks
- Modeling human attention: analyzing scanpaths and visual features in fixation prediction with transformer-based deep learningNeural Computing and Applications
- Brain–AI Representational Alignment in Visual Categorization: An EEG RSA and CNN-Based Analysis
- Fixation-Guided Recognition and Categorization of Handwritten CharactersLecture notes in networks and systems
2025
- A Non-feedback Eeg-based Brain Computer Interface (BCI) for Cognitive State Classification in TIME DomainICTACT Journal on Soft Computing · 1 citations
- Tracking Articulatory Dynamics in Speech with a Fixed-Weight BiLSTM-CNN ArchitecturearXiv (Cornell University)
- Front MatterWorkshop on Speech, Vision, and Language Technologies for Dravidian Languages (DravidianLangTech)
2024
- CirMNet: A Shape-Based Hybrid Feature Extraction Technique Using CNN and CMSMD for Alzheimer’s MRI ClassificationIEEE Access · 9 citations
- ASR Models from Conventional Statistical Models to Transformers and Transfer Learning5 citations
- Fostering Learning with Facial Insights: Geometrical Approach to Real-Time Learner Engagement DetectionIEEE International Conference for Convergence in Technology (I2CT) · 4 citations
- RETRACTED: BiLSTM-CNN with fixed weight approach for tracking speech articulatory featuresJournal of Intelligent & Fuzzy Systems · 1 citations
- An fMRI-Based Centrality Analysis of Brain Connectivity in Autism Spectrum DisorderIEEE Region 10 Symposium (TENSYMP) · 1 citations
- An ASR model for Individuals with Hearing Impairment using Hidden Markov ModelIEEE International Conference for Convergence in Technology (I2CT) · 1 citations
- Braille tactile representations in the brain: An EEG InvestigationInternational Conference on Modeling, Simulation & Intelligent Computing (MoSICom) · 1 citations
- Deciphering Braille: EEG Based Deep Learning for Character Recognition
- Malayalam to English Named Entity Transliteration using Attention based BiLSTMIEEE Recent Advances in Intelligent Computational Systems
- Romanized to Native Malayalam Script Transliteration Using an Encoder-Decoder FrameworkarXiv (Cornell University)
- Scanpath Prediction through Convolutional Neural Network and Feature-Based Clustering: A Bottom-Up ApproachInternational Conference on Computing, Communication and Networking Technologies (ICCCNT)
- A Geometric Framework for Real-Time Detection of Learner Engagement Through Facial AnglesSSRN Electronic Journal
- Exploring Neural Connectivity in Autism: Insights from Nonlinear Functional Connectivity Matrix and Graph AnalysisInternational Conference on Computing, Communication and Networking Technologies (ICCCNT)
- EEG Based Imagined Speech Recognition Using Multi-Feature Extraction with DNN-CapsNetInternational Conference on Modeling, Simulation & Intelligent Computing (MoSICom)
Research in numbers
From OpenAlex- conference paper55
- article42
- preprint8
- book chapter5
- paratext3
- arXiv (Cornell University)7
- Advances in intelligent systems and computing6
- International Conference on Advances in Computing, Communications and Informatics (ICACCI)5
- Communications in computer and information science4
- Journal of Intelligent & Fuzzy Systems4
- Bharathi Raja Chakravarthi11
- John Philip McCrae9
- Navya Jose8
- G. Malu8
- Leena G Pillai8
Experience and education
2007 to 2026University of Kerala
2004 to 2026Indian Institute of Information Technology and Management, Kerala
2022 to 2026Kerala University of Digital Sciences, Innovation and Technology
2024Eastern University, Sri Lanka
2023Mahatma Gandhi University
2023Mahatma Gandhi University
2022Cochin University of Science and Technology
2015 to 2017Atal Bihari Vajpayee Indian Institute of Information Technology and Management