Author

A. Vindhya

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Conference Aug 2026

Hybrid Feature Selection and Hyperparameter-Optimized Soft Voting for Network Intrusion Detection

A great deal of effort has been put into the development and implementation of Network Intrusion Detection Systems (NIDS) for the security of ICT infrastructures against the contemporary cyber-attacks has been one of the basic strategies used. When the traffic being analyzed has high dimensions, however, there might be...

Bagadi Gowrisankara Rao, A. Vindhya · 2026 International Conferenc... · 0 citations

Conference Aug 2026

An Ensemble Learning Framework for Student Academic Performance Prediction Using Hybrid Feature Selection and Hyperparameter Optimization

The need for predicting students' academic performance is increasing nowadays since it is necessary for making decisions based on data and applying intervention for academically at-risk students. The problem is that the redundancy of features and poor configuration of the models reduce the accuracy of predictions in tr...

S. Sindhura, A. Vindhya · International Conference Com... · 0 citations

Conference Jul 2026

Towards Interpretable Deep Learning for Colon Cancer Diagnosis in Healthcare System: A Comprehensive Review

Colon cancer is a life-threatening type of cancer, with a survival rate that is too low. This type of cancer is difficult to diagnose at an early stage due to slow and hidden growth. Blood in stools, abdominal pain, and chronic diarrhoea are indicators of colon cancer. Colonoscopy is utilised to detect colon-rectal can...

R. M, A. Vindhya, A. Mathai · 2026 4th International Confe... · 0 citations