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2010 – 2019

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2019
[j33]
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Ciro Castiello, Anna Maria Fanelli, Marco Lucarelli, Corrado Mencar:
Interpretable fuzzy partitioning of classified data with variable granularity. Appl. Soft Comput. 74: 567-582 (2019)
2018
[c68]
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Gabriella Casalino, Giovanna Castellano, Anna Maria Fanelli, Corrado Mencar:
Enhancing the DISSFCM Algorithm for Data Stream Classification. WILF 2018: 109-122
2017
[c67]
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Giovanna Castellano, Ciro Castiello, Anna Maria Fanelli:
The FISDeT software: Application to beer style classification. FUZZ-IEEE 2017: 1-6
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Corrado Menear, Anna Maria Fanelli, Mirko Russo:
KEEL meets KNIME. FUZZ-IEEE 2017: 1-6
2016
[j32]
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Giovanna Castellano, Anna Maria Fanelli, Gianluca Sforza, Maria Alessandra Torsello:
Shape annotation for intelligent image retrieval. Appl. Intell. 44(1): 179-195 (2016)
[c65]
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Giovanna Castellano, Anna Maria Fanelli:
Classification of Data Streams by Incremental Semi-supervised Fuzzy Clustering. WILF 2016: 185-194
2015
[j31]
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Giovanna Castellano, Anna Maria Fanelli, Maria Alessandra Torsello:
Incremental indexing of objects in pictorial databases. J. Vis. Lang. Sentient Syst. 1 (2015)
[c64]
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Giovanna Castellano, Anna Maria Fanelli, Maria Alessandra Torsello:
Incremental indexing of objects in pictorial databases. DMS 2015: 23-28
[c63]
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Marco Lucarelli, Ciro Castiello, Anna Maria Fanelli, Corrado Mencar:
Interpretable knowledge discovery from data with DC. IFSA-EUSFLAT 2015
2014
[j30]
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Giovanna Castellano, Mario G. C. A. Cimino, Anna Maria Fanelli, Beatrice Lazzerini, Francesco Marcelloni, Maria Alessandra Torsello:
A multi-agent system for enabling collaborative situation awareness via position-based stigmergy and neuro-fuzzy learning. Neurocomputing 135: 86-97 (2014)
[j29]
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Giovanna Castellano, Anna Maria Fanelli, Maria Alessandra Torsello:
Shape annotation by semi-supervised fuzzy clustering. Inf. Sci. 289: 148-161 (2014)
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Giovanna Castellano, Anna Maria Fanelli, Maria Alessandra Torsello:
Incremental semi-supervised fuzzy clustering for shape annotation. CIMSIVP 2014: 190-194
2013
[j28]
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Giovanna Castellano, Mario G. C. A. Cimino, Anna Maria Fanelli, Beatrice Lazzerini, Francesco Marcelloni, Maria Alessandra Torsello:
A collaborative situation-aware scheme based on an emergent paradigm for mobile resource recommenders. J. Ambient Intell. Humaniz. Comput. 4(4): 421-437 (2013)
[c61]
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Giovanna Castellano, Anna Maria Fanelli, Maria Alessandra Torsello:
Shape Retrieval by Partially Supervised Fuzzy Clustering. EUSFLAT Conf. 2013
[c60]
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Corrado Mencar, Marco Lucarelli, Ciro Castiello, Anna Maria Fanelli:
Design of Strong Fuzzy Partitions from Cuts. EUSFLAT Conf. 2013
[c59]
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Giovanna Castellano, Anna Maria Fanelli, F. Paparella, Maria Alessandra Torsello:
Fuzzy Shape Clustering for Image Retrieval. HICSS 2013: 1423-1428
[c58]
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Marco Lucarelli, Ciro Castiello, Anna Maria Fanelli, Corrado Mencar:
Automatic Design of Interpretable Fuzzy Partitions with Variable Granularity: An Experimental Comparison. ICAISC (1) 2013: 318-328
[c57]
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Danilo Dell'Agnello, Gustavo Carneiro, Tat-Jun Chin, Giovanna Castellano, Anna Maria Fanelli:
Fuzzy clustering based encoding for Visual Object Classification. IFSA/NAFIPS 2013: 1439-1444
[c56]
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Leo Iaquinta, Maria Alessandra Torsello, Marco Comerio, Anna Maria Fanelli, Giovanni Semeraro:
User Segmentation in e-Government Services. UMAP Workshops 2013
[c55]
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Marco Lucarelli, Corrado Mencar, Ciro Castiello, Anna Maria Fanelli:
A New Heuristic Function for DC. WILF 2013: 44-51
[c54]
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Giovanna Castellano, Anna Maria Fanelli, Maria Alessandra Torsello:
Shape Annotation by Incremental Semi-supervised Fuzzy Clustering. WILF 2013: 193-200
2011
[j27]
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Giovanna Castellano, Anna Maria Fanelli, Maria Alessandra Torsello:
NEWER: A system for NEuro-fuzzy WEb Recommendation. Appl. Soft Comput. 11(1): 793-806 (2011)
[j26]
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Corrado Mencar, Ciro Castiello, Raffaele Cannone, Anna Maria Fanelli:
Interpretability assessment of fuzzy knowledge bases: A cointension based approach. Int. J. Approx. Reason. 52(4): 501-518 (2011)
[j25]
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Corrado Mencar, Ciro Castiello, Raffaele Cannone, Anna Maria Fanelli:
Design of fuzzy rule-based classifiers with semantic cointension. Inf. Sci. 181(20): 4361-4377 (2011)
[c53]
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Mario G. C. A. Cimino, Beatrice Lazzerini, Francesco Marcelloni, Giovanna Castellano, Anna Maria Fanelli, Maria Alessandra Torsello:
A collaborative situation-aware scheme for mobile service recommendation. ISDA 2011: 130-135
[c52]
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Raffaele Cannone, Ciro Castiello, Anna Maria Fanelli, Corrado Mencar:
Assessment of semantic cointension of fuzzy rule-based classifiers in a medical context. ISDA 2011: 1353-1358
[c51]
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Giovanna Castellano, Anna Maria Fanelli, Maria Alessandra Torsello:
Fuzzy Image Labeling by Partially Supervised Shape Clustering. KES (2) 2011: 84-93
[c50]
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Danilo Dell'Agnello, Anna Maria Fanelli, Corrado Mencar, Massimo Minervini:
Serendipitous Fuzzy Item Recommendation with ProfileMatcher. WILF 2011: 220-227
[c49]
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Giovanna Castellano, Anna Maria Fanelli, Maria Alessandra Torsello:
A Fuzzy Set Approach for Shape-Based Image Annotation. WILF 2011: 236-243
[p4]
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Ciro Castiello, Anna Maria Fanelli:
Computational Intelligence for Meta-Learning: A Promising Avenue of Research. Meta-Learning in Computational Intelligence 2011: 157-177
[e2]
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Anna Maria Fanelli, Witold Pedrycz, Alfredo Petrosino:
Fuzzy Logic and Applications - 9th International Workshop, WILF 2011, Trani, Italy, August 29-31,2011. Proceedings. Lecture Notes in Computer Science 6857, Springer 2011, ISBN 978-3-642-23712-6 [contents]
2010
[j24]
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Giovanna Castellano, Ciro Castiello, Danilo Dell'Agnello, Anna Maria Fanelli, Corrado Mencar, Maria Alessandra Torsello:
Learning Fuzzy User Profiles for Resource Recommendation. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 18(4): 389-410 (2010)
[c48]
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Raffaele Cannone, Ciro Castiello, Corrado Mencar, Anna Maria Fanelli:
Data-driven design of fuzzy classification rules with semantic cointension. FUZZ-IEEE 2010: 1-8
[c47]
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Giovanna Castellano, Danilo Dell'Agnello, Anna Maria Fanelli, Corrado Mencar, Maria Alessandra Torsello:
A competitive learning strategy for adapting fuzzy user profiles. ISDA 2010: 959-964

2000 – 2009

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2009
[j23]
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Giovanna Castellano, Anna Maria Fanelli, Maria Alessandra Torsello:
The NEWER system: how to exploit a Neuro-fuzzy strategy for Web recommendation. J. Digit. Inf. Manag. 7(1): 9-15 (2009)
[c46]
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Armando Buzzanca, Giovanna Castellano, Anna Maria Fanelli:
Musical Style Classification Using Low-Level Features. AMT 2009: 288-298
[c45]
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Corrado Mencar, Ciro Castiello, Anna Maria Fanelli:
A Logic-Based Approach for Evaluating Interpretability of Fuzzy Rule-Based Classifiers. IFSA/EUSFLAT Conf. 2009: 339-344
[c44]
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Danilo Dell'Agnello, Corrado Mencar, Anna Maria Fanelli:
Item Recommendation with Veristic and Possibilistic Metadata: A Preliminary Approach. ISDA 2009: 261-266
[c43]
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Raffaele Cannone, Ciro Castiello, Corrado Mencar, Anna Maria Fanelli:
A Study on Interpretability Conditions for Fuzzy Rule-Based Classifiers. ISDA 2009: 438-443
[c42]
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Corrado Mencar, Ciro Castiello, Anna Maria Fanelli:
Interpretability Assessment of Fuzzy Rule-Based Classifiers. WILF 2009: 155-162
[c41]
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Giovanna Castellano, Anna Maria Fanelli, Maria Alessandra Torsello:
A System for Deriving a Neuro-Fuzzy Recommendation Model. WILF 2009: 279-286
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Giovanna Castellano, Anna Maria Fanelli, Maria Alessandra Torsello, Lakhmi C. Jain:
Innovations in Web Personalization. Web Personalization in Intelligent Environments 2009: 1-26
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Corrado Mencar, Ciro Castiello, Danilo Dell'Agnello, Anna Maria Fanelli:
A System for Fuzzy Items Recommendation. Web Personalization in Intelligent Environments 2009: 119-140
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Giovanna Castellano, Lakhmi C. Jain, Anna Maria Fanelli:
Web Personalization in Intelligent Environments. Studies in Computational Intelligence 229, 2009, ISBN 978-3-642-02793-2 [contents]
2008
[j22]
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Ciro Castiello, Giovanna Castellano, Anna Maria Fanelli:
Mindful: A framework for Meta-INDuctive neuro-FUzzy Learning. Inf. Sci. 178(16): 3253-3274 (2008)
[j21]
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Corrado Mencar, Anna Maria Fanelli:
Interpretability constraints for fuzzy information granulation. Inf. Sci. 178(24): 4585-4618 (2008)
[j20]
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Giovanna Castellano, Anna Maria Fanelli, Maria Alessandra Torsello:
Computational Intelligence techniques for Web personalization. Web Intell. Agent Syst. 6(3): 253-272 (2008)
[c40]
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Giovanna Castellano, Anna Maria Fanelli, Paola Plantamura, Maria Alessandra Torsello:
A Neuro-Fuzzy Strategy for Web Personalization. AAAI 2008: 1784-1785
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Corrado Mencar, Anna Maria Fanelli, Michele Chieco:
A Neural Network for Water Level Prediction in Artesian Wells. CIMCA/IAWTIC/ISE 2008: 686-691
[c38]
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Giovanna Castellano, Anna Maria Fanelli, Enrica Gentile, Paola Plantamura, Vito Leonardo Plantamura:
Suggestion of interesting Web pages by a Neuro-fuzzy system. Enterprise Information Systems and Web Technologies 2008: 127-133
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Giovanna Castellano, Anna Maria Fanelli, Maria Alessandra Torsello:
Recommendation Rule Extraction by a Neuro-Fuzzy Approach. HIS 2008: 758-763
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Corrado Mencar, Ciro Castiello, Anna Maria Fanelli:
A Profile Modelling Approach for E-Learning Systems. ICCSA (2) 2008: 275-290
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Corrado Mencar, Ciro Castiello, Anna Maria Fanelli:
Fuzzy User Profiling in e-Learning Contexts. KES (2) 2008: 230-237
2007
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Corrado Mencar, Giovanna Castellano, Anna Maria Fanelli:
On the Role of Interpretability in Fuzzy Data Mining. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 15(5): 521-537 (2007)
[j18]
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Corrado Mencar, Giovanna Castellano, Anna Maria Fanelli:
Distinguishability quantification of fuzzy sets. Inf. Sci. 177(1): 130-149 (2007)
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Corrado Mencar, Arianna Consiglio, Anna Maria Fanelli:
DCg: Interpretable Granulation of Data through GA-based Double Clustering. FUZZ-IEEE 2007: 1-6
[c33]
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Corrado Mencar, Arianna Consiglio, Anna Maria Fanelli:
Interpretable Granulation of Medical Data with DC. HIS 2007: 162-167
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Giovanna Castellano, Anna Maria Fanelli, Corrado Mencar, Maria Alessandra Torsello:
Similarity-Based Fuzzy Clustering for User Profiling. Web Intelligence/IAT Workshops 2007: 75-78
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Corrado Mencar, Arianna Consiglio, Giovanna Castellano, Anna Maria Fanelli:
Improving the Classification Ability of DC^* Algorithm. WILF 2007: 145-151
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Giovanna Castellano, Ciro Castiello, Anna Maria Fanelli, Lakhmi C. Jain:
Evolutionary Neuro-Fuzzy Systems and Applications. Advances in Evolutionary Computing for System Design 2007: 11-45
2006
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Corrado Mencar, Giovanna Castellano, Anna Maria Fanelli:
Interface optimality in fuzzy inference systems. Int. J. Approx. Reason. 41(2): 128-145 (2006)
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Maria Alessandra Torsello, Ciro Castiello, Anna Maria Fanelli:
A Meta-Classification Framework. FUZZ-IEEE 2006: 401-407
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Corrado Mencar, Giovanna Castellano, Anna Maria Fanelli:
Balancing Interpretability and Accuracy by Multi-Level Fuzzy Information Granulation. FUZZ-IEEE 2006: 2157-2163
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Giovanna Castellano, Ciro Castiello, Anna Maria Fanelli:
VIRMA: Visual Image Retrieval by Shape MAtching. ISMIS 2006: 208-217
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Laura Caponetti, Ciro Castiello, Anna Maria Fanelli, Przemyslaw Górecki:
Texture Segmentation with Local Fuzzy Patterns and Neuro-fuzzy Decision Support. KES (2) 2006: 340-347
2005
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Giovanna Castellano, Ciro Castiello, Anna Maria Fanelli, Corrado Mencar:
Knowledge discovery by a neuro-fuzzy modeling framework. Fuzzy Sets Syst. 149(1): 187-207 (2005)
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Anna Maria Fanelli, Laura Caponetti, Giovanna Castellano, Cosimo Alessandro Buscicchio:
A hierarchical modular architecture for musical instrument classification. Int. J. Knowl. Based Intell. Eng. Syst. 9(3): 173-182 (2005)
[j14]
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Corrado Mencar, Giovanna Castellano, Anna Maria Fanelli:
Deriving prediction intervals for neuro-fuzzy networks. Math. Comput. Model. 42(7-8): 719-726 (2005)
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Ciro Castiello, Tiziana D'Orazio, Anna Maria Fanelli, Paolo Spagnolo, Maria Alessandra Torsello:
A model-free approach for posture classification. AVSS 2005: 276-281
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Ciro Castiello, Anna Maria Fanelli:
Hybrid Systems for Meta-Learning (Part I): Epistemological Concerns. CIMCA/IAWTIC 2005: 180-185
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Ciro Castiello, Anna Maria Fanelli:
Hybrid Systems for Meta-Learning (Part II): the MINDFUL System. CIMCA/IAWTIC 2005: 451-456
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Ciro Castiello, Anna Maria Fanelli:
Meta-learning Experiences with the Mindful System. CIS (1) 2005: 321-328
[c22]
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Corrado Mencar, Giovanna Castellano, Anna Maria Fanelli:
Some Fundamental Interpretability Issues in Fuzzy Modeling. EUSFLAT Conf. 2005: 100-105
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Giovanna Castellano, Anna Maria Fanelli, Corrado Mencar:
DCf: a double clustering framework for fuzzy information granulation. GrC 2005: 397-400
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Ciro Castiello, Giovanna Castellano, Anna Maria Fanelli:
Meta-data: Characterization of Input Features for Meta-learning. MDAI 2005: 457-468
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Ciro Castiello, Giovanna Castellano, Anna Maria Fanelli:
Exploring the Way for Meta-learning with the Mindful System. WILF 2005: 404-409
2004
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Giovanna Castellano, Ciro Castiello, Anna Maria Fanelli, Corrado Mencar:
A neuro-fuzzy methodology for predicting industrial discarded material properties. Intelligenza Artificiale 1(3): 27-33 (2004)
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Giovanna Castellano, Anna Maria Fanelli, Corrado Mencar:
An empirical risk functional to improve learning in a neuro-fuzzy classifier. IEEE Trans. Syst. Man Cybern. Part B 34(1): 725-731 (2004)
2003
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Giovanna Castellano, Anna Maria Fanelli, Corrado Mencar:
Fuzzy Information Granules: a Compact, Transparent and Efficient Representation. J. Adv. Comput. Intell. Intell. Informatics 7(2): 160-168 (2003)
[j10]
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Giovanna Castellano, Ciro Castiello, Anna Maria Fanelli, Michele Giovannini:
A neuro-framework for predicting ash properties in combustion processes. Neural Parallel Sci. Comput. 11(1 & 2): 69-82 (2003)
[c18]
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Giovanna Castellano, Ciro Castiello, Anna Maria Fanelli, C. Leone:
Diagnosis of dermatological diseases by a neuro-fuzzy system. EUSFLAT Conf. 2003: 747-750
[c17]
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Giovanna Castellano, Anna Maria Fanelli, Corrado Mencar:
Design of Transparent Mamdani Fuzzy Inference Systems. HIS 2003: 468-477
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Giovanna Castellano, Ciro Castiello, Anna Maria Fanelli, Corrado Mencar:
Discovering Prediction Rules by a Neuro-fuzzy Modeling Framework. KES 2003: 1242-1248
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Giovanna Castellano, Anna Maria Fanelli, Corrado Mencar:
A fuzzy clustering approach for mining diagnostic rules. SMC 2003: 2007-2012
[c14]
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Giovanna Castellano, Anna Maria Fanelli, Corrado Mencar:
Bi-monotonic Fuzzy Sets Lead to Optimal Fuzzy Interfaces. WILF 2003: 39-45
2002
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Giovanna Castellano, Anna Maria Fanelli, Corrado Mencar:
A neuro-fuzzy network to generate human-understandable knowledge from data. Cogn. Syst. Res. 3(2): 125-144 (2002)
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Giovanna Castellano, Ciro Castiello, Anna Maria Fanelli:
KERNEL: A Matlab Toolbox for Knowledge Extraction and Refinement by NEural Learning. International Conference on Computational Science (1) 2002: 970-979
2001
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Giovanna Castellano, Anna Maria Fanelli:
A Knowledge-Based Neurocomputing Approach to Extract Refined Linguistic Rules from Data. AI*IA 2001: 40-50
2000
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Giovanna Castellano, Anna Maria Fanelli:
Variable selection using neural-network models. Neurocomputing 31(1-4): 1-13 (2000)
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Giovanna Castellano, Anna Maria Fanelli:
A staged approach for generation and compression of fuzzy classification rules. FUZZ-IEEE 2000: 42-47
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Giovanna Castellano, Anna Maria Fanelli:
A Self-Organizing Neural Fuzzy Inference Network. IJCNN (5) 2000: 14-19
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Anna Maria Fanelli, Giovanna Castellano, Cosimo Alessandro Buscicchio:
A Modular Neuro-Fuzzy Network for Musical Instruments Classification. Multiple Classifier Systems 2000: 372-382

1990 – 1999

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1999
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Giovanna Castellano, Anna Maria Fanelli:
Modeling Fuzzy Controllers using a Neuro-Genetic Hybrid Approach. IIA/SOCO 1999
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Giovanna Castellano, Anna Maria Fanelli:
Feature selection: a neural approach. IJCNN 1999: 3156-3160
1997
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Marcello Pelillo, Anna Maria Fanelli:
Autoassociative learning in relaxation labeling networks. Pattern Recognit. Lett. 18(1): 3-12 (1997)
[j6]
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Giovanna Castellano, Anna Maria Fanelli, Marcello Pelillo:
An iterative pruning algorithm for feedforward neural networks. IEEE Trans. Neural Networks 8(3): 519-531 (1997)
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Giovanna Castellano, Anna Maria Fanelli:
A neuro-fuzzy model reduction strategy. ICNN 1997: 528-532
1996
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Giovanna Castellano, Anna Maria Fanelli:
Simplifying a Neuro-Fuzzy Model. Neural Process. Lett. 4(2): 75-81 (1996)
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Giovanna Castellano, Anna Maria Fanelli:
Pruning in Fuzzy-Neural Systems. ESM 1996: 673-680
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Fabio Abbattista, Giovanni Di Gioia, Giuseppe Di Santo, Anna Maria Fanelli:
An associative memory based on the immune networks. ICNN 1996: 519-523
[c3]
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Marcello Pelillo, Anna Maria Fanelli:
Autoassociative learning in relaxation labeling networks. ICPR 1996: 105-110
1995
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Giovanna Castellano, Anna Maria Fanelli, Marcello Pelillo:
Iterative pruning in second-order recurrent neural networks. Neural Process. Lett. 2(6): 5-8 (1995)
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Marcello Pelillo, Anna Maria Fanelli:
An asymmetric associative memory model based on relaxation labeling processes. ESANN 1995
1993
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Laura Caponetti, Anna Maria Fanelli:
Computer-aided simulation for bone surgery. IEEE Computer Graphics and Applications 13(6): 86-92 (1993)
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Marcello Pelillo, Anna Maria Fanelli:
A Method of Pruning Layered Feed-Forward Neural Networks. IWANN 1993: 278-283

1980 – 1989

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1985
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Anna Maria Fanelli, B. Marangelli:
Switched prediction with dynamic decision rule. IEEE Trans. Syst. Man Cybern. 15(4): 563-569 (1985)
1984
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Anna Maria Fanelli, B. Marangelli:
Data compression for progressive transmission of screened pictures. IEEE Trans. Syst. Man Cybern. 14(3): 519-524 (1984)

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