Stavros P. Adam
TitoloCitata daAnno
Revisiting the problem of weight initialization for multi-layer perceptrons trained with back propagation
S Adam, DA Karras, MN Vrahatis
International Conference on Neural Information Processing, 308-315, 2008
162008
Solving the linear interval tolerance problem for weight initialization of neural networks
SP Adam, DA Karras, GD Magoulas, MN Vrahatis
Neural Networks 54, 17-37, 2014
132014
Bounding the search space for global optimization of neural networks learning error: an interval analysis approach
SP Adam, GD Magoulas, DA Karras, MN Vrahatis
The Journal of Machine Learning Research 17 (1), 5898-5937, 2016
112016
Reliable estimation of a neural network's domain of validity through interval analysis based inversion
SP Adam, DA Karras, GD Magoulas, MN Vrahatis
2015 international joint conference on neural networks (IJCNN), 1-8, 2015
42015
No Free Lunch Theorem: A Review
SP Adam, SAN Alexandropoulos, PM Pardalos, MN Vrahatis
Springer Optimization and Its Applications 145 (Approximation andá…, 2019
32019
Evaluating generalization through interval-based neural network inversion
SP Adam, AC Likas, MN Vrahatis
Neural Computing and Applications, 2019, 2019
12019
Interval analysis based neural network inversion: a means for evaluating generalization
SP Adam, AC Likas, MN Vrahatis
International Conference on Engineering Applications of Neural Networks, 314-326, 2017
12017
A Study on Clustering Initial Weights Space of MLP Neural Networks in Terms of Fast Convergence and Generalization
S Adam
Recent Progress in Computational Sciences and Engineering (2 vols) 7, 1, 2019
2019
On parallelizing Set Inversion by Interval Analysis
K Nasiotis, D Lˇpez, SP Adam, LG Casado
Avances en Arquitectura y TecnologÝa de Computadores: Actas de Jornadasá…, 2019
2019
An Interval Median Algebra
SP Adam, GC Meletiou, MN Vrahatis
11th Summer Workshop on Interval Methods, (SWIM 2018), 2018
2018
Interval Methods for Resolving Neural Computation Issues
SP Adam, DA Karras, GD Magoulas, MN Vrahatis
10th Summer Workshop on Interval Methods, and 3rd International Symposium oná…, 2017
2017
Interval Methods in Knowledge Representation
V Kreinovich
INTERNATIONAL JOURNAL OF UNCERTAINTY FUZZINESS AND KNOWLEDGE-BASED SYSTEMSá…, 2016
2016
Direct Zero-Norm Minimization for Neural Network Pruning and Training
SP Adam, GD Magoulas, MN Vrahatis
International Conference on Engineering Applications of Neural Networks, 295-304, 2012
2012
A Data Mining Approach in the Analysis of the Weight Space of Multilayer Perceptron Solving Complex Real World Tasks.
SP Adam, DA Karras, MN Vrahatis
Industrial Conference on Data Mining-Posters, 38-52, 2009
2009
Set Inversion Via Interval Analysis: A Study on Parallel Processing Implementation
KA Nasiotis, D Lˇpez, SP Adam, LG Casado
Il sistema al momento non pu˛ eseguire l'operazione. Riprova pi¨ tardi.
Articoli 1–15