R. Elakkiya

26 papers Journal 20Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
Encouraging Discriminative Attention Through Contrastive Explainability Learning for Lung Cancer Diagnosis.
IEEE Access
V. Shravya, Meghana Sunil, B. Natarajan, R. Elakkiya
2025 J jnl
Enhancing pre-trained models for text summarization: a multi-objective genetic algorithm optimization approach.
Multim. Tools Appl.
G. Bharathi Mohan, R. Prasanna Kumar, R. Elakkiya
2024 — conf
Enhancing Medical VQA with Self-Attention Based Multi-Model Approach.
ICCCNT
V. Sakthivel, G. Bharathi Mohan, R. Elakkiya
2024 — conf
Enhancing Named Entity Recognition with a BERT-DQN Hybrid Model.
ICCCNT
G. Bharathi Mohan, K. Shyam Ganesh, G. Lavanya, R. Elakkiya
2024 — conf
Enhancing Road Semantic Segmentation Using Generative Adversarial Networks.
ICCCNT
Vemireddy Anvitha, R. Elakkiya, G. Bharati Mohan, Gundala Pallavi, R. Prasanna Kumar
2024 — conf
Image Caption Generation using Contrastive Language Image Pretraining.
ICCCNT
G. Bharathi Mohan, R. Harigaran, P. Sri Varshan, Repakula Srimani, R. Prasanna Kumar, R. Elakkiya
2023 — conf
A Novel Approach of Disease Diagnostic Prediction Using SMOTE Ensemble Classification.
IconDeepCom (2)
Sudhakaran Gajendran, A. R. Arunarani, Akhil R. Nair, G. Logeswari, R. Elakkiya
2023 J jnl
Creating Alert Messages Based on Wild Animal Activity Detection Using Hybrid Deep Neural Networks.
IEEE Access
B. Natarajan, R. Elakkiya, R. Bhuvaneswari, Kashif Saleem, Dharminder Chaudhary, Syed Husain Samsudeen
2023 J jnl
Explainable AI for Soil Fertility Prediction.
IEEE Access
Harshiv Chandra, Pranav M. Pawar, R. Elakkiya, P. S. Tamizharasan, Raja Muthalagu, Alavikunhu Panthakkan
2023 J jnl
Multi-Semantic Discriminative Feature Learning for Sign Gesture Recognition Using Hybrid Deep Neural Architecture.
IEEE Access
Rajalakshmi Elangovan, R. Elakkiya, V. Subramaniyaswamy, Alexey L. Prikhodko, Mikhail G. Grif, Maxim Bakaev, Ketan Kotecha, Lubna Abdel Kareim Gabralla, Ajith Abraham
2023 J jnl
Sentence2SignGesture: a hybrid neural machine translation network for sign language video generation.
J. Ambient Intell. Humaniz. Comput.
B. Natarajan, R. Elakkiya, Moturi Leela Prasad
2023 J jnl
Static and Dynamic Isolated Indian and Russian Sign Language Recognition with Spatial and Temporal Feature Detection Using Hybrid Neural Network.
ACM Trans. Asian Low Resour. Lang. Inf. Process.
Rajalakshmi Elangovan, R. Elakkiya, Alexey L. Prikhodko, Mikhail G. Grif, Maxim A. Bakaev, Jatinderkumar R. Saini, Ketan Kotecha, V. Subramaniyaswamy
2022 J jnl
Cervical Cancer Diagnostics Healthcare System Using Hybrid Object Detection Adversarial Networks.
IEEE J. Biomed. Health Informatics
R. Elakkiya, V. Subramaniyaswamy, V. Vijayakumar, Aniket Mahanti
2022 J jnl
Development of an End-to-End Deep Learning Framework for Sign Language Recognition, Translation, and Video Generation.
IEEE Access
B. Natarajan, Rajalakshmi Elangovan, R. Elakkiya, Ketan Kotecha, Ajith Abraham, Lubna Abdel Kareim Gabralla, V. Subramaniyaswamy
2022 J jnl
Dynamic GAN for high-quality sign language video generation from skeletal poses using generative adversarial networks.
Soft Comput.
B. Natarajan, R. Elakkiya
2022 J jnl
Imaging based cervical cancer diagnostics using small object detection - generative adversarial networks.
Multim. Tools Appl.
R. Elakkiya, Kuppa Sai Sri Teja, L. Jegatha Deborah, Carmen Bisogni, Carlo Maria Medaglia
2021 J jnl
An optimized Generative Adversarial Network based continuous sign language classification.
Expert Syst. Appl.
R. Elakkiya, Pandi Vijayakumar, Neeraj Kumar
2021 J jnl
COVID_SCREENET: COVID-19 Screening in Chest Radiography Images Using Deep Transfer Stacking.
Inf. Syst. Frontiers
R. Elakkiya, Pandi Vijayakumar, Marimuthu Karuppiah
2021 J jnl
Machine learning based intelligent automated neonatal epileptic seizure detection.
J. Intell. Fuzzy Syst.
R. Elakkiya
2019 J jnl
Collaborative optimization algorithm for learning path construction in E-learning.
Comput. Electr. Eng.
V. Vanitha, P. Krishnan, R. Elakkiya
2019 J jnl
Interactive real time fuzzy class level gesture similarity measure based sign language recognition using artificial neural networks.
J. Intell. Fuzzy Syst.
R. Elakkiya, V. Vanitha
2019 J jnl
Subunit sign modeling framework for continuous sign language recognition.
Comput. Electr. Eng.
R. Elakkiya, K. Selvamani
2018 J jnl
Enhanced dynamic programming approach for subunit modelling to handle segmentation and recognition ambiguities in sign language.
J. Parallel Distributed Comput.
R. Elakkiya, K. Selvamani
2017 J jnl
Extricating Manual and Non-Manual Features for Subunit Level Medical Sign Modelling in Automatic Sign Language Classification and Recognition.
J. Medical Syst.
R. Elakkiya, K. Selvamani
2014 — conf
An enhanced model for effective recognition and segmentation of SLG in dynamic video sequence using boosted learning algorithm.
ICNSC
R. Elakkiya, K. Selvamani, Kanimozhi Sakthivel
2012 J jnl
A secure key transfer protocol for group communication
CoRR
R. Velumadhava Rao, K. Selvamani, R. Elakkiya