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S. Kaliraj

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Open access Aug 2026

A novel approach to breast cancer detection using modified logistic regression with optimized feature selection

A Modified Logistic Regression model that employs different activation functions and produces better-calibrated probability estimates, a lower false-negative rate, and more compact feature attributions with consistent ranking is recommended, within a flexible architecture that admits any differentiable activation.

A. Sudhagar, S. Athithan, V. Sivakumar et al. · 0 citations
#diffusion models Review Open access Sep 2026

Exploring the evolution of generative adversarial network architectures for text to image synthesis a comprehensive review

A structured analytical perspective on the evolution of GAN-based T2I synthesis is provided, identifies key design trade-offs, and outlines open challenges for future research.

Shreedatta S. Sawant, S. Kaliraj, S. Raghavendra et al. · 0 citations
Review Open access Jul 2026

Proof of reward (PoR): a light weight consensus protocol for blockchain networks adopted in smart cities

The proposed PoR consensus mechanism is designed to improve resilience against Byzantine failures by enabling reliable pairwise decision making under distributed adversarial environments and minimizes communication overhead during the block finalization by considering first two third of node responses, thereby enhancin...

S. P.N., S. Kaliraj, Jaisingh Thangaraj et al. · 0 citations

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