Giovanna Castellano

Cited by

	All	Since 2018
Citations	3553	1558
h-index	31	21
i10-index	96	47

480

240

120

360

19971998199920002001200220032004200520062007200820092010201120122013201420152016201720182019202020212022202315 16 27 25 25 60 56 57 92 99 133 157 123 106 122 108 145 149 154 143 134 113 189 244 362 462 187

Public access

View all

35 articles

4 articles

available

not available

Based on funding mandates

Co-authors

Anna Maria FanelliDepartment of Computer Science, University of Bari, ItalyVerified email at uniba.it
Corrado MencarUniversità degli Studi di Bari "A. Moro"Verified email at uniba.it
Maria Alessandra TorselloContract research, Department of Informatics, University of BariVerified email at uniba.it
Ciro CastielloUniversità di Bari Aldo MoroVerified email at uniba.it
Gennaro VessioAssistant Professor, Department of Computer Science, University of BariVerified email at uniba.it
Gabriella CasalinoInformatics Department, University of Bari, Bari, ItalyVerified email at uniba.it
Vincenzo PasquadibiscegliePhDVerified email at uniba.it
Gianluca ZazaPh.D in Computer Science, University of BariVerified email at uniba.it
Annalisa AppiceResearcher of Computer Science, University of Bari Aldo MoroVerified email at di.uniba.it
Arcangelo DistanteCNR, INFNVerified email at ba.issia.cnr.it
Donato MalerbaProfessor of Computer Science, Dept. of Computer Science, University of Bari "Aldo Moro", ItalyVerified email at uniba.it
Marcello PelilloProfessor of Computer Science, FIEEE, FIAPR, FAAIA, Ca' Foscari University of VeniceVerified email at dsi.unive.it
berardina de carolisDepartment of Computer Science, University of BariVerified email at uniba.it
Gianluca SforzaENEA - Italian National Agency for New Technologies, Energy and Sustainable Economic DevelopmentVerified email at enea.it
Nicola MacchiaruloVerified email at exprivia.com
Katarzyna Kaczmarek-MajerAssistant Professor at Systems Research Institute Polish Academy of SciencesVerified email at ibspan.waw.pl
Ettore StellaCNR - STIIMAVerified email at cnr.it
Veronica RossanoDepartment of Computer Science - University of BariVerified email at uniba.it
Teresa Maria Altomare BasileRicercatore, Università degli Studi di BariVerified email at uniba.it
Arianna ConsiglioCNR - Institute for Biomedical TechnologiesVerified email at ba.itb.cnr.it

Giovanna Castellano

Associate Professor, University of Bari Aldo Moro

Verified email at uniba.it - Homepage

Computational Intelligence Fuzzy systems Neural Networks Fuzzy clustering Computer Vision


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
An iterative pruning algorithm for feedforward neural networks G Castellano, AM Fanelli, M Pelillo IEEE transactions on Neural networks 8 (3), 519-531, 1997	419	1997
Variable selection using neural-network models G Castellano, AM Fanelli Neurocomputing 31 (1-4), 1-13, 2000	161	2000
Meta-data: Characterization of input features for meta-learning C Castiello, G Castellano, AM Fanelli Modeling Decisions for Artificial Intelligence, 295-304, 2005	123	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	80	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	80	2005
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	64	2007
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	59	2007
Distinguishability quantification of fuzzy sets C Mencar, G Castellano, AM Fanelli Information Sciences 177 (1), 130-149, 2007	58	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	56	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	53	2004
Automatic generation of fuzzy rules for reactive robot controllers G Castellano, G Attolico, A Distante Robotics and Autonomous Systems 22 (2), 133-149, 1997	51	1997
NEWER: A system for NEuro-fuzzy WEb Recommendation G Castellano, AM Fanelli, MA Torsello Applied Soft Computing 11 (1), 793-806, 2011	50	2011
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	49	2021
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	48	2012
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	48	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	43	2003
Fuzzy inference and rule extraction using a neural network G Castellano, AM Fanelli Neural Network World 10 (3), 361-372, 2000	42	2000
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	41	2020
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	40	2020
Combining image analysis and modular neural networks for classification of mineral inclusions and pores in archaeological potsherds A Aprile, G Castellano, G Eramo Journal of Archaeological Science 50, 262-272, 2014	40	2014

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors