M. Gethsiyal Augasta

Reverse Engineering the Neural Networks for Rule Extraction in Classification Problems

M. Gethsiyal Augasta, T. Kathirvalavakumar · Neural Processing Letters · 2011 · 165 citations

Artificial Intelligence, Engineering, Machine Learning +13

Pruning algorithms of neural networks — a comparative study

M. Gethsiyal Augasta, T. Kathirvalavakumar · Open Computer Science · 2013 · 110 citations · Full text

Engineering, Machine Learning, Data Science +11

A Novel Pruning Algorithm for Optimizing Feedforward Neural Network of Classification Problems

M. Gethsiyal Augasta, T. Kathirvalavakumar · Neural Processing Letters · 2011 · 50 citations

Data Classification, Classification Method, Engineering +10

Rule extraction from neural networks — A comparative study

M. Gethsiyal Augasta, T. Kathirvalavakumar · 2012 · 40 citations

Engineering, Machine Learning, Diagnosis +16

A new discretization algorithm based on range coefficient of dispersion and skewness for neural networks classifier

M. Gethsiyal Augasta, T. Kathirvalavakumar · Applied Soft Computing · 2011 · 19 citations

Data Classification, Classification Method, Range Coefficient +9