Jyothisha J. Nair

29 papers Journal 15Unranked 14

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	An integrated model for early breast cancer prediction using microcalcifications and patient risk factors. Discov. Artif. Intell. V. Sreelekshmi, Keechilat Pavithran, Jyothisha J. Nair
2026	J	`jnl`	TMRGNN: Temporal Multi-Relation Graph Neural Network for Malicious Client Detection in Federated Learning. IEEE Open J. Commun. Soc. Anuja Kunjumon, Sunitha Edacheril Viswanathan, Jyothisha J. Nair
2025	J	`jnl`	Advancing Breast Cancer Detection: SE-Conformer Framework for Malignancy Detection in Histopathology Images. IEEE Access Lekha S. Nair, K. R. Amarnath, Jyothisha J. Nair
2025	J	`jnl`	Can Differential Privacy Hinder Poisoning Attack Detection in Federated Learning? J. Sens. Actuator Networks Chaitanya Aggarwal, Divya G. Nair, Jafar Mohammadi, Jyothisha J. Nair, Jörg Ott
2025	J	`jnl`	FedHSP: A Robust Federated Learning Framework Coherently Addressing Heterogeneity, Security, and Performance Challenges. IEEE Access Divya G. Nair, C. V. Aswartha Narayana, K. Jaideep Reddy, Jyothisha J. Nair
2025	J	`jnl`	LiquidGAN: Integrating Liquid Neural Networks and Neural ODEs for High-Fidelity Thermal Image Synthesis Under Data Scarcity. IEEE Access S. Sarath, Jyothisha J. Nair
2024	—	`conf`	Evolution of Hybrid Multi-modal Action Recognition: From DA-CNN+Bi-GRU to EfficientNet-CNN-ViT. ICPR (Workshops and Challenges, 4) Adars Thazhayamkotath Mana Subramanian, Anagha S. Menon, Vaishnav Reghunath, Jyothisha J. Nair, Akhil Kalathiparambil Asokakumar, Nandagopal Jayagopal
2024	J	`jnl`	SwinCNN: An Integrated Swin Transformer and CNN for Improved Breast Cancer Grade Classification. IEEE Access V. Sreelekshmi, Keechilat Pavithran, Jyothisha J. Nair
2024	J	`jnl`	Unleashing the Power of Hierarchical Variational Autoencoder for Predicting Breast Cancer. IEEE Access V. Sreelekshmi, Keechilat Pavithran, Jyothisha J. Nair
2023	—	`conf`	Transfer Learning-based Object Detection Models for Improved Diagnosis of Tomato Leaf Disease. ICMLDE Neeraj S. Kumar, Jyothika Sony, Arathi Premkumar, Meenakshi R, Jyothisha J. Nair
2023	—	`conf`	Vision Based Gesture Recognition. ICMLDE Hrishikesh P. S, Akshay V, Anugraha K, T. R. Hari Subramaniam, Jyothisha J. Nair
2023	—	`conf`	Wheat Disease Detection And Growth Stage Monitoring Using Deep Learning Architectures. ICCCNT Stephi S, Jyothisha J. Nair
2022	J	`jnl`	A novel SPLIT-SIM approach for efficient image retrieval. Multim. Syst. Aiswarya S. Kumar, Jyothisha J. Nair
2022	J	`jnl`	A privacy preserving diagnostic collaboration framework for facial paralysis using federated learning. Eng. Appl. Artif. Intell. Divya G. Nair, Jyothisha J. Nair, K. Jaideep Reddy, C. V. Aswartha Narayana
2022	J	`jnl`	Influence Minimization With Node Surveillance in Online Social Networks. IEEE Access Jo Cheriyan, Jyothisha J. Nair
2022	J	`jnl`	Scene Graph Generation Using Depth, Spatial, and Visual Cues in 2D Images. IEEE Access Aiswarya S. Kumar, Jyothisha J. Nair
2019	—	`conf`	Coreference Resolution in Ambiguous Pronouns Using BERT and SVM. ISED Monisha Mohan, Jyothisha J. Nair
2019	J	`jnl`	Pair wise training for stacked convolutional autoencoders using small scale images. J. Intell. Fuzzy Syst. Aiswarya S. Kumar, Jyothisha J. Nair
2018	—	`conf`	Commercial Mango Juice Classification Using Fuzzy Logic. ICACCI Nellissery Cheryl, Anto Jaya, S. Krishnapriya, Jyothisha J. Nair
2018	—	`conf`	Construction of Multiplicative Graph Spanners using Minimum Connected Dominating Set with Bounded Diameter. ICACCI Praneeth Tatikonda, Harsha Kuppili, Avinash Paila, Jayakumar Pail, Jyothisha J. Nair
2018	—	`conf`	Optimization of Gaussian Membership Functions using Unscented Kalman Filter. ICACCI S. Deepak, R. Aiswarya, C. Aparna, Jyothisha J. Nair
2018	J	`jnl`	ex-FTCD: A novel mapreduce model for distributed multi source shortest path problem. J. Intell. Fuzzy Syst. R. G. Gayathri, Jyothisha J. Nair
2017	—	`conf`	All pair shortest path using distributed architectures. ICACCI Sakshi Vaid, Rene Salih, R. G. Gayathri, Jyothisha J. Nair
2017	J	`jnl`	Improvised Apriori with frequent subgraph tree for extracting frequent subgraphs. J. Intell. Fuzzy Syst. Jyothisha J. Nair, Susanna Thomas
2016	—	`conf`	A survey on extracting frequent subgraphs. ICACCI Susanna Thomas, Jyothisha J. Nair
2016	—	`conf`	Image convolution optimization using sparse matrix vector multiplication technique. ICACCI B. Bipin, Jyothisha J. Nair
2016	—	`conf`	Interactive learning system for the hearing impaired and the vocally challenged. ICACCI N. Hrishikesh, Jyothisha J. Nair
2012	—	`conf`	Speckle Noise Reduction Using Fourth Order Complex Diffusion Based Homomorphic Filter. ACITY (2) Jyothisha J. Nair, V. K. Govindan
2011	—	`conf`	Automatic segmentation of MR brain images. ICCCS Jyothisha J. Nair, V. K. Govindan