Mark J. Embrechts

Using sensitivity analysis and visualization techniques to open black box data mining models

Paulo Cortez, Mark J. Embrechts · Information Sciences · 2012 · 432 citations · Full text

Dimensionality reduction via sparse support vector machines

Jinbo Bi, Kristin P. Bennett, Mark J. Embrechts et al. · 2003 · 419 citations

NETWORK-BASED INTRUSION DETECTION USING NEURAL NETWORKS

Alan Bivens, Chandrika Palagiri, R.N. Smith et al. · 2002 · 177 citations

Ddos Detection, Security Diagnostics, Engineering +13

Data strip mining for the virtual design of pharmaceuticals with neural networks

Robert Kewley, Mark J. Embrechts, Curt M. Breneman · IEEE Transactions on Neural Networks · 2000 · 146 citations

Opening black box Data Mining models using Sensitivity Analysis

Paulo Cortez, Mark J. Embrechts · 2011 · 107 citations

Engineering, Machine Learning, Machine Learning Tool +17