Stavros P. Adam

Publication Activity (10 Years)

Years Active: 2008-2022
Publications (10 Years): 5

Top Topics

Interval Analysis

Top Venues

J. Mach. Learn. Res.

Neural Comput. Appl.

Publications

Stavros P. Adam, Aristidis C. Likas
A Set Membership Approach to Discovering Feature Relevance and Explaining Neural Classifier Decisions. CoRR (2022)
Stavros P. Adam, Aristidis C. Likas, Michael N. Vrahatis
Evaluating generalization through interval-based neural network inversion. Neural Comput. Appl. 31 (12) (2019)
Stavros P. Adam, Aristidis C. Likas, Michael N. Vrahatis
Interval Analysis Based Neural Network Inversion: A Means for Evaluating Generalization. EANN (2017)
Stavros P. Adam, George D. Magoulas, Dimitrios A. Karras, Michael N. Vrahatis
Bounding the Search Space for Global Optimization of Neural Networks Learning Error: An Interval Analysis Approach. J. Mach. Learn. Res. 17 (2016)
Stavros P. Adam, Dimitris A. Karras, George D. Magoulas, Michael N. Vrahatis
Reliable estimation of a neural network's domain of validity through interval analysis based inversion. IJCNN (2015)
Stavros P. Adam, Dimitrios A. Karras, George D. Magoulas, Michael N. Vrahatis
Solving the linear interval tolerance problem for weight initialization of neural networks. Neural Networks 54 (2014)
Stavros P. Adam, George D. Magoulas, Michael N. Vrahatis
Direct Zero-Norm Minimization for Neural Network Pruning and Training. EANN (2012)
Stavros P. Adam, Dimitrios A. Karras, Michael N. Vrahatis
A Data Mining Approach in the Analysis of the Weight Space of Multilayer Perceptron Solving Complex Real World Tasks. ICDM (Posters) (2009)
Stavros P. Adam, Dimitrios A. Karras, Michael N. Vrahatis
Revisiting the Problem of Weight Initialization for Multi-Layer Perceptrons Trained with Back Propagation. ICONIP (2) (2008)