Year : 2025
Utilizing Adam Optimizer with Hybrid Techniques for Detection and Classification of Tomato Leaf Diseases
Cite this Research Publication : Lakshmi Jayanth Reddy Nallamilli, Upendra Rejeti, Koushik Voota, Aman Reddy Jukonti, Rahul Govadi, I. R. Oviya, Utilizing Adam Optimizer with Hybrid Techniques for Detection and Classification of Tomato Leaf Diseases, 2025 International Conference on Computational Robotics, Testing and Engineering Evaluation (ICCRTEE), IEEE, 2025, https://doi.org/10.1109/iccrtee64519.2025.11052973
Publisher : IEEE
Year : 2025
Comparative Analysis of Deep Learning Models for Skin Cancer Classification
Cite this Research Publication : Rudraksh Mohanty, I R Oviya, Anagha Rajan, Comparative Analysis of Deep Learning Models for Skin Cancer Classification, 2025 IEEE 4th World Conference on Applied Intelligence and Computing (AIC), IEEE, 2025, https://doi.org/10.1109/aic66080.2025.11212189
Publisher : IEEE
Year : 2025
XRF-SVM: Early Detection of Alzheimer’s Disease using CNN
Cite this Research Publication : K. Dhanushrinivas, D. Sunil Raj, N. Sathwik, I R Oviya, T. Balaji, J. Aniketh Reddy, XRF-SVM: Early Detection of Alzheimer’s Disease using CNN, 2025 International Conference on Computational Robotics, Testing and Engineering Evaluation (ICCRTEE), IEEE, 2025, https://doi.org/10.1109/iccrtee64519.2025.11053019
Publisher : IEEE
Year : 2025
BioLinker: A Hybrid Graph-Based Model for Biomarker-Disease Relationship Analysis
Cite this Research Publication : I R Oviya, Sushma R, Shaik Abdul Samad, S Divya, BioLinker: A Hybrid Graph-Based Model for Biomarker-Disease Relationship Analysis, 2025 2nd International Conference on Research Methodologies in Knowledge Management, Artificial Intelligence and Telecommunication Engineering (RMKMATE), IEEE, 2025, https://doi.org/10.1109/rmkmate64874.2025.11042343
Publisher : IEEE
Year : 2025
GRU-CNN Hybrid Model Approach to Classify Human Brain Emotion using EEG Dataset
Cite this Research Publication : I R Oviya, Balu Bhasuran, Deepak Soni, Rudraksh Mohanty, J C Harshini, Kashish Gurnani, S M Varrshini, GRU-CNN Hybrid Model Approach to Classify Human Brain Emotion using EEG Dataset, 2025 Third International Conference on Networks, Multimedia and Information Technology (NMITCON), IEEE, 2025, https://doi.org/10.1109/nmitcon65824.2025.11188262
Publisher : IEEE
Year : 2024
R2V-PPI: Enhancing Prediction of Protein-Protein Interactions Using Word2Vec Embeddings and Deep Neural Networks
Cite this Research Publication : I. R. Oviya, Shanmukha Sravya N, Kalpana Raja, R2V-PPI: Enhancing Prediction of Protein-Protein Interactions Using Word2Vec Embeddings and Deep Neural Networks, 2024 Fourth International Conference on Advances in Electrical, Computing, Communication and Sustainable Technologies (ICAECT), IEEE, 2024, https://doi.org/10.1109/icaect60202.2024.10469595
Publisher : IEEE
Year : 2024
Oralnet: A Deep Learning Model for Automated Oral Cancer Detection
Cite this Research Publication : Divya S, Oviya I R, Prasanna Kumar R, Oralnet: A Deep Learning Model for Automated Oral Cancer Detection, 2024 IEEE 21st India Council International Conference (INDICON), IEEE, 2024, https://doi.org/10.1109/indicon63790.2024.10958407
Publisher : IEEE
Year : 2024
Enhanced Brain Tumor Segmentation using UNet3D: A Deep Learning Perspective
Cite this Research Publication : I R Oviya, S Vishnu, Janani Srinivasan Anusha, Veda Chatiyode, S Priyanga, K. Kumara Siva Charan, Enhanced Brain Tumor Segmentation using UNet3D: A Deep Learning Perspective, 2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT), IEEE, 2024, https://doi.org/10.1109/icccnt61001.2024.10725309
Publisher : IEEE
Year : 2024
Oral Cancer Classification Using Few-Shot Learning with CNN and Siamese Networks
Cite this Research Publication : Anagha Rajan, I R Oviya, Oral Cancer Classification Using Few-Shot Learning with CNN and Siamese Networks, 2024 IEEE 21st India Council International Conference (INDICON), IEEE, 2024, https://doi.org/10.1109/indicon63790.2024.10958513
Publisher : IEEE
Year : 2024
Revolutionizing Pneumonia Detection: Leveraging Advanced AI and Machine Learning for Enhanced Diagnostic Accuracy using YOLOv8
Cite this Research Publication : I R Oviya, V Sudeesh Kumar, Balu Bhasuran, Revolutionizing Pneumonia Detection: Leveraging Advanced AI and Machine Learning for Enhanced Diagnostic Accuracy using YOLOv8, 2024 Asian Conference on Intelligent Technologies (ACOIT), IEEE, 2024, https://doi.org/10.1109/acoit62457.2024.10939567
Publisher : IEEE
Year : 2024
Dual-Attention Protein Secondary Structure Prediction (DAPSS-Pred)
Cite this Research Publication : Gundala Pallavi, R Prasanna Kumar, Ir Oviya, Dual-Attention Protein Secondary Structure Prediction (DAPSS-Pred), 2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT), IEEE, 2024, https://doi.org/10.1109/icccnt61001.2024.10724749
Publisher : IEEE
Year : 2023
A Novel Approach for Classifying DNA Barcodes Using Ensemble NLP Models
Cite this Research Publication : Abhivyakti Yadav, Prassana Kumar R, Balu Bhasuran, I R Oviya, A Novel Approach for Classifying DNA Barcodes Using Ensemble NLP Models, 2023 International Conference on Research Methodologies in Knowledge Management, Artificial Intelligence and Telecommunication Engineering (RMKMATE), IEEE, 2023, https://doi.org/10.1109/rmkmate59243.2023.10369753
Publisher : IEEE
Year : 2023
Stroke Prediction Using Machine Learning
Cite this Research Publication : Abinandhini D M, Aman Kumar, Gudi Vishnu Teja, Mandava Sukesh, Divya S, Naman Chauhan, I R Oviya, Kalpana Raja, Stroke Prediction Using Machine Learning, 2023 IEEE Fifth International Conference on Advances in Electronics, Computers and Communications (ICAECC), IEEE, 2023, https://doi.org/10.1109/icaecc59324.2023.10560191
Publisher : IEEE
Year : 2023
Enhancing Intrinsically Disordered Region Identification in Proteins: A BERT-Based Deep Learning Approach
Cite this Research Publication : Prasanna Kumar B G, I. R. Oviya, Fabia Ursula Battistuzzi, Enhancing Intrinsically Disordered Region Identification in Proteins: A BERT-Based Deep Learning Approach, 2023 International Conference on Artificial Intelligence for Innovations in Healthcare Industries (ICAIIHI), IEEE, 2023, https://doi.org/10.1109/icaiihi57871.2023.10489255
Publisher : IEEE
Year : 2023
ML Based Phenotype Analysis Using Differential Gene Expression Data in Schizophrenia
Cite this Research Publication : Aadhithyan D, Shabarirajan KJ, Varun Maniappan, Shivanesh B, Divya S, Praghaadeesh R, Kalpana Raja, I R Oviya, ML Based Phenotype Analysis Using Differential Gene Expression Data in Schizophrenia, 2023 Fourth International Conference on Smart Technologies in Computing, Electrical and Electronics (ICSTCEE), IEEE, 2023, https://doi.org/10.1109/icstcee60504.2023.10585167
Publisher : IEEE
Year : 2023
A Variational Autoencoder-Feed Forward Networks (VAE-FNN) Model for Classifying DNA Barcodes
Cite this Research Publication : Abhivyakti Yadav, Divya S, I R Oviya, Kalpana Raja, A Variational Autoencoder-Feed Forward Networks (VAE-FNN) Model for Classifying DNA Barcodes, 2023 First International Conference on Advances in Electrical, Electronics and Computational Intelligence (ICAEECI), IEEE, 2023, https://doi.org/10.1109/icaeeci58247.2023.10370839
Publisher : IEEE
Year : 2023
Machine Learning approaches for DNA-binding protein classification
Cite this Research Publication : I. R. Oviya, "Machine Learning approaches for DNA-binding protein classification," World Conference on Artificial Intelligence: Advances and Applications (WCAIAA2023), Will be Published in Springer Book Series, Algorithms for Intelligent Systems (Algorithms for Intelligent Systems).
Year : 2023
Tomato disease classification using CNN
Cite this Research Publication : I. R. Oviya, "Tomato disease classification using CNN," International Conference on Paradigms of Communication, Computing and Data Analytics (PCCDA 2023) to be held on April 22-23, 2023 (Algorithms for Intelligent Systems).
Year : 2023
Non-Invasive Video Analysis Technique for Detecting Sleep Apnea
Cite this Research Publication : I. R. Oviya, "Non-Invasive Video Analysis Technique for Detecting Sleep Apnea," 3rd International Conference on Computer Vision and Robotics (CVR 2023), February 24-25, 2023, Paper will published in Springer Book Series, Algorithms for Intelligent Systems (Algorithms for Intelligent Systems).
Year : 2022
Chest X-ray pathology detection using Deep Learning and Transfer Learning
Cite this Research Publication : I R Oviya; Chereddy Spandana; Krithika S; Priyadharshini A. R, "Chest X-ray pathology detection using Deep Learning and Transfer Learning," 2022 IEEE 7th International Conference on Recent Advances and Innovations in Engineering (ICRAIE), MANGALORE, India, 2022, pp. 25-30, doi: 10.1109/ICRAIE56454.2022.10054329.
Publisher : IEEE
Year : 2022
A VariationalAutoencoder – General Adversarial Networks (VAE-GAN) based model for ligand designing
Cite this Research Publication : Mukesh K, IppatapuVenkataSrisurya, ChereddySpandana, Anbazhagan E, I R Oviya(2022). Paper titled A VariationalAutoencoder – General Adversarial Networks (VAE-GAN) based model for ligand designing presented in the 5th International Conference on Innovative Computing and Communication (ICICC-2022), organized by Shaheed Sukhdev College of Business Studies, University of Delhi, New Delhi, India in association with National Institute of Technology Patna, India and Korea Institute of Digital Convergence, South Korea and University of Valladolid, Spain on 19 February, 2022 [SCOPUS indexed].
Publisher : International Conference on Innovative Computing and Communication (ICICC-2022)
Year : 2009
Expressed Sequence Tags and Microsatellites : review
Cite this Research Publication : Oviya, I. R.(2009). ExpressedSequenceTagsandMicrosatellites:review. Proceedings in UGC sponsored National seminar on Bioresource management– an integrated approach conducted by Department of Zoology, Fatima College, Madurai, Tamilnadu, India duringJuly23-24, 2009.
Publisher : National seminar on Bioresource management– an integrated approach