An iterative pruning algorithm for feedforward neural networks G Castellano, AM Fanelli, M Pelillo IEEE transactions on Neural networks 8 (3), 519-531, 1997 | 440 | 1997 |
Variable selection using neural-network models G Castellano, AM Fanelli Neurocomputing 31 (1-4), 1-13, 2000 | 170 | 2000 |
Meta-data: Characterization of input features for meta-learning C Castiello, G Castellano, AM Fanelli Modeling Decisions for Artificial Intelligence, 295-304, 2005 | 132 | 2005 |
Using convolutional neural networks for predictive process analytics V Pasquadibisceglie, A Appice, G Castellano, D Malerba 2019 international conference on process mining (ICPM), 129-136, 2019 | 112 | 2019 |
Knowledge discovery by a neuro-fuzzy modeling framework G Castellano, C Castiello, AM Fanelli, C Mencar Fuzzy Sets and Systems 149 (1), 187-207, 2005 | 82 | 2005 |
Deep learning approaches to pattern extraction and recognition in paintings and drawings: An overview G Castellano, G Vessio Neural Computing and Applications 33 (19), 12263-12282, 2021 | 79 | 2021 |
Similarity-based fuzzy clustering for user profiling G Castellano, AM Fanelli, C Mencar, MA Torsello Proceedings of the 2007 IEEE/WIC/ACM International Conferences on Web …, 2007 | 74 | 2007 |
Distinguishability quantification of fuzzy sets C Mencar, G Castellano, AM Fanelli Information Sciences 177 (1), 130-149, 2007 | 61 | 2007 |
A mHealth solution for contact-less self-monitoring of blood oxygen saturation G Casalino, G Castellano, G Zaza 2020 IEEE Symposium on Computers and Communications (ISCC), 1-7, 2020 | 57 | 2020 |
LODAP: a log data preprocessor for mining web browsing patterns G Castellano, AM Fanelli, MA Torsello Proceedings of the 6th Conference on 6th Int. Conf. on Artificial …, 2007 | 57 | 2007 |
A neuro-fuzzy network to generate human-understandable knowledge from data G Castellano, AM Fanelli, C Mencar Cognitive Systems Research 3 (2), 125-144, 2002 | 57 | 2002 |
An empirical risk functional to improve learning in a neuro-fuzzy classifier G Castellano, AM Fanelli, C Mencar Systems, Man, and Cybernetics, Part B: Cybernetics, IEEE Transactions on 34 …, 2004 | 56 | 2004 |
NEWER: A system for NEuro-fuzzy WEb Recommendation G Castellano, AM Fanelli, MA Torsello Applied Soft Computing 11 (1), 793-806, 2011 | 55 | 2011 |
Automatic generation of fuzzy rules for reactive robot controllers G Castellano, G Attolico, A Distante Robotics and Autonomous Systems 22 (2), 133-149, 1997 | 52 | 1997 |
Using adaptive thresholding and skewness correction to detect gray areas in melanoma in situ images G Sforza, G Castellano, SK Arika, RW LeAnder, RJ Stanley, WV Stoecker, ... IEEE Transactions on Instrumentation and Measurement 61 (7), 1839-1847, 2012 | 51 | 2012 |
PeppeRecycle: Improving children’s attitude toward recycling by playing with a social robot G Castellano, B De Carolis, F D’Errico, N Macchiarulo, V Rossano International Journal of Social Robotics 13 (1), 97-111, 2021 | 49 | 2021 |
Generation of interpretable fuzzy granules by a double-clustering technique G Castellano, AM Fanelli, C Mencar Archives of Control Science 12 (4), 397-410, 2002 | 49 | 2002 |
Design of transparent Mamdani fuzzy inference systems G Castellano, AM Fanelli, C Mencar Proc. of the Third International Conference on Hybrid Intelligent Systems …, 2003 | 48 | 2003 |
Crowd detection in aerial images using spatial graphs and fully-convolutional neural networks G Castellano, C Castiello, C Mencar, G Vessio IEEE Access 8, 64534-64544, 2020 | 47 | 2020 |
Data stream classification by dynamic incremental semi-supervised fuzzy clustering G Casalino, G Castellano, C Mencar International Journal on Artificial Intelligence Tools 28 (08), 1960009, 2019 | 46 | 2019 |