Supervised Term Weighting Methods for URL Classification. - Ratnavel Rajalakshmi (J. Comput. Sci., 2014)

Identifying Health Domain URLs using SVM. - Ratnavel Rajalakshmi (WCI, 2015)

Borrowing Likeliness Ranking based on Relevance Factor. - Ratnavel Rajalakshmi; Rohan Agrawal (CODS, 2017)

An Effective and Discriminative Feature Learning for URL Based Web Page Classification. - Ratnavel Rajalakshmi; Chandrabose Aravindan (SMC, 2018)

Transfer Learning Approach for Identification of Malicious Domain Names. - Ratnavel Rajalakshmi; S. Ramraj; R. Ramesh Kannan (SSCC, 2018)

A Naive Bayes approach for URL classification with supervised feature selection and rejection framework. - Ratnavel Rajalakshmi; Chandrabose Aravindan (Comput. Intell., 2018)

A deep supervised approach for ischemic lesion segmentation from multimodal MRI using Fully Convolutional Network. - R. Karthik 001; Utkarsh Gupta; Ashish Jha; Ratnavel Rajalakshmi; R. Menaka 001 (Appl. Soft Comput., 2019)

DLRG@HASOC 2020: A Hybrid Approach for Hate and Offensive Content Identification in Multilingual Tweets. - Yashwanth Reddy B.; Ratnavel Rajalakshmi (FIRE (Working Notes), 2020)

IndicBERT Based Approach for Sentiment Analysis on Code-Mixed Tamil Tweets. - R. Ramesh Kannan; Ratnavel Rajalakshmi; Lokesh Kumar (FIRE (Working Notes), 2021)

Hate Speech and Offensive Content Identification in Hindi and Marathi Language Tweets using Ensemble Techniques. - Ratnavel Rajalakshmi; Faerie Mattins; Srivarshan S; Preethi Reddy; M. Anand Kumar (FIRE (Working Notes), 2021)

Conversational Hate-Speech detection in Code-Mixed Hindi-English Tweets. - Ratnavel Rajalakshmi; Srivarshan S; Faerie Mattins; Kaarthik E; Prithvi Seshadri; M. Anand Kumar (FIRE (Working Notes), 2021)

Hybrid convolutional bidirectional recurrent neural network based sentiment analysis on movie reviews. - Soubraylu Sivakumar; Ratnavel Rajalakshmi (Comput. Intell., 2021)

Analysis of Sentiment on Movie Reviews Using Word Embedding Self-Attentive LSTM. - Soubraylu Sivakumar; Ratnavel Rajalakshmi (Int. J. Ambient Comput. Intell., 2021)

Self-attention based sentiment analysis with effective embedding techniques. - Soubraylu Sivakumar; Ratnavel Rajalakshmi (Int. J. Comput. Appl. Technol., 2021)

DLRG@LT-EDI-ACL2022: Detecting signs of Depression from Social Media using XGBoost Method. - Herbert Sharen; Ratnavel Rajalakshmi (LT-EDI, 2022)

Findings of the Shared Task on Offensive Span Identification from Code-Mixed Tamil-English Comments. - Manikandan Ravikiran; Bharathi Raja Chakravarthi; Anand Kumar Madasamy; Sangeetha Sivanesan; Ratnavel Rajalakshmi; Sajeetha Thavareesan; Rahul Ponnusamy; Shankar Mahadevan (CoRR, 2022)

Context-aware sentiment analysis with attention-enhanced features from bidirectional transformers. - Soubraylu Sivakumar; Ratnavel Rajalakshmi (Soc. Netw. Anal. Min., 2022)

Visual representation of co-authorship with GPT-3: Studying human-machine interaction for effective writing. - Antonette Shibani; Ratnavel Rajalakshmi; Faerie Mattins; Srivarshan Selvaraj; Simon Knight 001 (EDM, 2023)

Explainable models for feedback design: An argumentative writing example. - Antonette Shibani; Ratnavel Rajalakshmi; Srivarshan Selvaraj; Faerie Mattins; Dhivya Chinnappa (EDM, 2023)

A Few Shot Learning to Detect Sarcasm in Tamil and Malayalam Code Mixed Data. - Shanmitha Thirumoorthy; Manavh N. R; Durairaj Thenmozhi; Ratnavel Rajalakshmi (FIRE (Working Notes), 2023)

HOTTEST: Hate and Offensive content identification in Tamil using Transformers and Enhanced STemming. - Ratnavel Rajalakshmi; Srivarshan Selvaraj; Faerie Mattins; Pavitra Vasudevan; Anand Kumar Madasamy (Comput. Speech Lang., 2023)

Intelligent and assisted medicine dispensing machine for elderly visual impaired people with deep neural network fingerprint authentication system. - Soubraylu Sivakumar; S. S. Sridhar; Ratnavel Rajalakshmi; M. Pushpalatha; S. Shanmugan; G. Niranjana (Internet Things, 2023)

Tamil Co-Writer: Towards Inclusive Use of Generative AI for Writing Support. - Antonette Shibani; Faerie Mattins; Srivarshan Selvaraj; Ratnavel Rajalakshmi; Gnana Bharathy (LAK Workshops, 2024)

Employing synthetic data for addressing the class imbalance in aspect-based sentiment classification. - Vaishali Ganganwar; Ratnavel Rajalakshmi (J. Inf. Telecommun., 2024)

Dual multi scale networks for medical image segmentation using contrastive learning. - Akshat Dhamale; Ratnavel Rajalakshmi; Ananthakrishnan Balasundaram (Image Vis. Comput., 2025)

AI-UNet: Attention Information-based deep URL Network for adult webpage classification. - Ratnavel Rajalakshmi; Joel Raymann; Aneesh Prabhu; R. Karthik 001; Chandrabose Aravindan (Neural Comput. Appl., 2025)