Satchidananda Dehuri

Radial Basis Neural Networks for Class Discovery

2022

The non-iterative structure of radial basis function neural networks makes them more appealing for classification tasks decade after decade. In line with the growth of the training data set, the pattern layer also grows. The …

SGA-DT: An adaptive fusion framework for missing data imputation and interpretable healthcare classification

2026 · PLoS ONE

Despite advances in machine learning and medical data processing, handling missing values remains a critical and complex challenge in healthcare analytics. Missing data, especially in non-class attributes can severely compromise model accuracy, clinical reliability, and …