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Corrado Mencar
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Interpretability constraints for fuzzy information granulation
C Mencar, AM Fanelli
Information Sciences 178 (24), 4585-4618, 2008
2002008
Interpretability of fuzzy systems: Current research trends and prospects
JM Alonso, C Castiello, C Mencar
Springer handbook of computational intelligence, 219-237, 2015
1122015
Interpretability assessment of fuzzy knowledge bases: A cointension based approach
C Mencar, C Castiello, R Cannone, AM Fanelli
International Journal of Approximate Reasoning 52 (4), 501-518, 2011
1062011
A bibliometric analysis of the explainable artificial intelligence research field
JM Alonso, C Castiello, C Mencar
International conference on information processing and management of …, 2018
832018
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
792005
Similarity-based fuzzy clustering for user profiling
G Castellano, AM Fanelli, C Mencar, MA Torsello
2007 IEEE/WIC/ACM International Conferences on Web Intelligence and …, 2007
632007
Subtractive clustering for seeding non-negative matrix factorizations
G Casalino, N Del Buono, C Mencar
Information Sciences 257, 369-387, 2014
582014
Distinguishability quantification of fuzzy sets
C Mencar, G Castellano, AM Fanelli
Information Sciences 177 (1), 130-149, 2007
582007
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
532002
An empirical risk functional to improve learning in a neuro-fuzzy classifier
G Castellano, AM Fanelli, C Mencar
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 34 …, 2004
522004
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
452002
Application of machine learning to predict obstructive sleep apnea syndrome severity
C Mencar, C Gallo, M Mantero, P Tarsia, GE Carpagnano, ...
Health informatics journal 26 (1), 298-317, 2020
402020
A fuzzy clustering approach for mining diagnostic rules
G Castellano, AM Fanelli, C Mencar
SMC'03 Conference Proceedings. 2003 IEEE International Conference on Systems …, 2003
382003
Design of fuzzy rule-based classifiers with semantic cointension
C Mencar, C Castiello, R Cannone, AM Fanelli
Information Sciences 181 (20), 4361-4377, 2011
372011
Crowd detection for drone safe landing through fully-convolutional neural networks
G Castellano, C Castiello, C Mencar, G Vessio
International conference on current trends in theory and practice of …, 2020
352020
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
352019
A framework for intelligent Twitter data analysis with non-negative matrix factorization
G Casalino, C Castiello, N Del Buono, C Mencar
International Journal of Web Information Systems, 2018
332018
Some Fundamental Interpretability Issues in Fuzzy Modeling.
C Mencar, G Castellano, AM Fanelli
EUSFLAT Conf., 100-105, 2005
332005
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
322020
On the role of interpretability in fuzzy data mining
C Mencar, G Castellano, AM Fanelli
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems …, 2007
322007
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