Elizabeth Sherly

48 papers C 1Journal 26Unranked 20

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Cross-Modal Computational Model of Brain-Heart Interactions via HRV and EEG Feature. CoRR Malavika Pradeep, Akshay Sasi, Nusaibah Farrukh, Rahul Venugopal, Elizabeth Sherly
2026	J	`jnl`	Modeling human attention: analyzing scanpaths and visual features in fixation prediction with transformer-based deep learning. Neural Comput. Appl. Judy K. George, Elizabeth Sherly
2026	J	`jnl`	Pupillometry and Brain Dynamics for Cognitive Load in Working Memory. CoRR Nusaibah Farrukh, Malavika Pradeep, Akshay Sasi, Rahul Venugopal, Elizabeth Sherly
2026	J	`jnl`	Unveiling the Heart-Brain Connection: An Analysis of ECG in Cognitive Performance. CoRR Akshay Sasi, Malavika Pradeep, Nusaibah Farrukh, Rahul Venugopal, Elizabeth Sherly
2025	—	`conf`	Romanized to Native Malayalam Script Transliteration Using an Encoder-Decoder Framework. COLING Workshops Bajiyo Baiju, Kavya Manohar, Leena G. Pillai, Elizabeth Sherly
2025	J	`jnl`	Tracking Articulatory Dynamics in Speech with a Fixed-Weight BiLSTM-CNN Architecture. CoRR Leena G. Pillai, D. Muhammad Noorul Mubarak, Elizabeth Sherly
2024	J	`jnl`	CirMNet: A Shape-Based Hybrid Feature Extraction Technique Using CNN and CMSMD for Alzheimer's MRI Classification. IEEE Access G. Malu, Nayana Uday, Elizabeth Sherly, Ajith Abraham, Narendra Kuber Bodhey
2024	—	`conf`	Exploring Neural Connectivity in Autism: Insights from Nonlinear Functional Connectivity Matrix and Graph Analysis. ICCCNT Nayana Uday, Elizabeth Sherly
2024	J	`jnl`	Multistage Fine-tuning Strategies for Automatic Speech Recognition in Low-resource Languages. CoRR Leena G. Pillai, Kavya Manohar, Basil K. Raju, Elizabeth Sherly
2024	J	`jnl`	Romanized to Native Malayalam Script Transliteration Using an Encoder-Decoder Framework. CoRR Bajiyo Baiju, Kavya Manohar, Leena G. Pillai, Elizabeth Sherly
2024	—	`conf`	Scanpath Prediction through Convolutional Neural Network and Feature-Based Clustering: A Bottom-Up Approach. ICCCNT Judy K. George, Elizabeth Sherly
2022	J	`jnl`	DravidianCodeMix: sentiment analysis and offensive language identification dataset for Dravidian languages in code-mixed text. Lang. Resour. Evaluation Bharathi Raja Chakravarthi, Ruba Priyadharshini, Vigneshwaran Muralidaran, Navya Jose, Shardul Suryawanshi, Elizabeth Sherly, John P. McCrae
2021	J	`jnl`	A Novel deep learning approach for the automated diagnosis of normal pressure hydrocephalus. J. Intell. Fuzzy Syst. B. Rudhra, G. Malu, Elizabeth Sherly, Robert Mathew
2021	J	`jnl`	An acoustic model and linguistic analysis for Malayalam disyllabic words: a low resource language. Int. J. Speech Technol. Lekshmi Krishna Ramachandran, Elizabeth Sherly
2021	J	`jnl`	DravidianCodeMix: Sentiment Analysis and Offensive Language Identification Dataset for Dravidian Languages in Code-Mixed Text. CoRR Bharathi Raja Chakravarthi, Ruba Priyadharshini, Vigneshwaran Muralidaran, Navya Jose, Shardul Suryawanshi, Elizabeth Sherly, John P. McCrae
2021	—	`conf`	Findings of the Sentiment Analysis of Dravidian Languages in Code-Mixed Text. FIRE (Working Notes) Bharathi Raja Chakravarthi, Ruba Priyadharshini, Sajeetha Thavareesan, Dhivya Chinnappa, Durairaj Thenmozhi, Elizabeth Sherly, John P. McCrae, Adeep Hande, Rahul Ponnusamy, Shubhanker Banerjee, Charangan Vasantharajan
2021	J	`jnl`	Findings of the Sentiment Analysis of Dravidian Languages in Code-Mixed Text. CoRR Bharathi Raja Chakravarthi, Ruba Priyadharshini, Sajeetha Thavareesan, Dhivya Chinnappa, Durairaj Thenmozhi, Elizabeth Sherly, John P. McCrae, Adeep Hande, Rahul Ponnusamy, Shubhanker Banerjee, Charangan Vasantharajan
2020	—	`conf`	A Sentiment Analysis Dataset for Code-Mixed Malayalam-English. SLTU-CCURL@LREC Bharathi Raja Chakravarthi, Navya Jose, Shardul Suryawanshi, Elizabeth Sherly, John Philip McCrae
2020	J	`jnl`	A Sentiment Analysis Dataset for Code-Mixed Malayalam-English. CoRR Bharathi Raja Chakravarthi, Navya Jose, Shardul Suryawanshi, Elizabeth Sherly, John P. McCrae
2020	J	`jnl`	A new and efficient approach for the removal of high density impulse noise in mammogram. Int. J. Comput. Aided Eng. Technol. S. Sreedevi, Elizabeth Sherly
2020	—	`conf`	Overview of the track on Sentiment Analysis for Dravidian Languages in Code-Mixed Text. FIRE Bharathi Raja Chakravarthi, Ruba Priyadharshini, Vigneshwaran Muralidaran, Shardul Suryawanshi, Navya Jose, Elizabeth Sherly, John P. McCrae
2020	—	`conf`	Overview of the track on Sentiment Analysis for Dravidian Languages in Code-Mixed Text. FIRE (Working Notes) Bharathi Raja Chakravarthi, Ruba Priyadharshini, Vigneshwaran Muralidaran, Shardul Suryawanshi, Navya Jose, Elizabeth Sherly, John P. McCrae
2019	J	`jnl`	Real time detection system of driver drowsiness based on representation learning using deep neural networks. J. Intell. Fuzzy Syst. Vineetha Vijayan, Elizabeth Sherly
2019	J	`jnl`	TAR Based Hotspot Prediction in Cloud Data Centres. Int. J. Grid High Perform. Comput. Anu Valiyaparambil Raveendran, Elizabeth Sherly
2018	J	`jnl`	A multimodal adaptive approach on soft set based diagnostic risk prediction system. J. Intell. Fuzzy Syst. Terry Jacob Mathew, Elizabeth Sherly, José Carlos R. Alcantud
2018	J	`jnl`	Circular mesh-based shape and margin descriptor for object detection. Pattern Recognit. G. Malu, Elizabeth Sherly, Sumod Mathew Koshy
2018	J	`jnl`	Fault detection and behavioural prediction of a constrained complex system using cellular automata. Int. J. Comput. Sci. Eng. R. Priya, Elizabeth Sherly
2018	—	`conf`	Generation of GMM Weights by Dirichlet Distribution and Model Selection Using Information Criterion for Malayalam Speech Recognition. IHCI Lekshmi Krishna Ramachandran, Elizabeth Sherly
2018	—	`conf`	Optimized Path Selection in Oceanographic Environment. IBICA N. V. Sobhana, M. Rahul Raj, Gayatri Menon B., Elizabeth Sherly
2018	J	`jnl`	Report Hexagonal Based Dynamic Location Finding Techniques with Sequence-Based Localization in Wireless Sensor Network. Wirel. Pers. Commun. J. S. Saji Kumar, Elizabeth Sherly
2017	—	`conf`	Evaluation of Frequent Pattern Growth Based Fuzzy Particle Swarm Optimization Approach for Web Document Clustering. ICCSA (1) Raja Varma Pamba, Elizabeth Sherly, Kiran Mohan
2017	—	`conf`	Word Sense Disambiguation for Malayalam in a Conditional Random Field Framework. ICON Junaida M. K, Jisha P. Jayan, Elizabeth Sherly
2016	—	`conf`	Poster: Optimized Ensemble Based Data Classification for Marine Mobile Communication. MobiSys (Companion Volume) Gayatri Menon B., M. T. Chitra, Elizabeth Sherly
2015	—	`conf`	A Study on Divergence in Malayalam and Tamil Language in Machine Translation Perceptive. ICON Jisha P. Jayan, Elizabeth Sherly
2015	J	`jnl`	An automated algorithm for lesion identification in dynamic contrast enhanced MRI. Int. J. Comput. Appl. Technol. G. Malu, Elizabeth Sherly, Sumod Mathew Koshy
2015	—	`conf`	Building a parallel Corpora: Translation issues and remedial case. ICACCI Archana G. P., Jithesh V. S., Remya L. B., Elizabeth Sherly
2015	—	`conf`	Isolated Word Recognition System for Malayalam using Machine Learning. ICON Maya Moneykumar, Elizabeth Sherly, Win Sam Varghese
2015	—	`ed.`	Proceedings of the 12th International Conference on Natural Language Processing, ICON 2015, Trivandrum, India, December 11-14, 2015 ICON Dipti Misra Sharma, Rajeev Sangal, Elizabeth Sherly
2015	—	`conf`	Sentiment Analysis of Malayalam film review using machine learning techniques. ICACCI Deepu S. Nair, Jisha P. Jayan, R. R. Rajeev, Elizabeth Sherly
2015	J	`jnl`	UML Behavioral Refactoring for the Specification of Complex Software Systems. Res. Comput. Sci. M. T. Chitra, Elizabeth Sherly
2014	J	`jnl`	An Algorithm for Alignment-free Sequence Comparison using Logical Match. CoRR Sanil Shanker KP, Elizabeth Sherly, Jim Austin
2014	—	`conf`	Refactoring sequence diagrams for code generation in UML models. ICACCI M. T. Chitra, Elizabeth Sherly
2014	—	`conf`	SentiMa - Sentiment extraction for Malayalam. ICACCI Deepu S. Nair, Jisha P. Jayan, R. R. Rajeev, Elizabeth Sherly
2014	J	`jnl`	Sequential Data Mining using Correlation Matrix Memory. CoRR Sanil Shanker KP, Aaron Turner, Elizabeth Sherly, Jim Austin
2012	—	`conf`	Subject and object identification in Malayalam text. ICACCI Saranya D. Krishnan, R. R. Rajeev, Mary Priya Sebastian, Elizabeth Sherly
2012	—	`conf`	Time Based Constrained Object Identification in a Dynamic Social Network. SNDS M. T. Chitra, R. Priya, Elizabeth Sherly
2011	J	`jnl`	A Note on Two Applications of Logical Matching Strategy. Appl. Artif. Intell. Sanil Shanker KP, Elizabeth Sherly, Jim Austin
2004	C	`conf`	A Grid Service Based Portal for Virtual Learning Campus. PDCAT Elizabeth Sherly, Bindya George, Deepa L, Resmy S. Kumar