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Author

S. Murugaraj

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Open access Aug 2026

Suspected region segmentation and multi-classification for gastrointestinal disease with deep learning model using endoscopy image

A new technique called Transit Crayfish Optimization_Deep Residual Network (TCFO_DRN), which is trained by Transit Crayfish Optimization (TCFO) and obtained by the integration of the Crayfish Optimization Algorithm (COA) and Transit Search (TS) approach.

S. Murugaraj, Kalpana Vadivelu, Janaki Thangaraj Thirukrishna et al. · 0 citations
Conference Aug 2026

TrafficSense: A Machine Learning - Based Intelligent Traffic Management System

Conventional traffic management systems mainly depend on decision-tree and rule-based methods for controlling traffic flow. These methods generally provide only moderate accuracy and are often slow in identifying traffic conditions in real time. In addition, they have limited capability to adapt to changing traffic pat...

S. Murugaraj, S. S. Mallika, Ch. Gayathri · 0 citations

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