Corrado Mencar

Publication Activity (10 Years)

Years Active: 2002-2023
Publications (10 Years): 47

Top Topics

Negative Matrix Factorization

Data Stream Classification

Fuzzy Clustering

Convolutional Network

Top Venues

Int. J. Comput. Intell. Syst.

Publications

Giovanna Castellano, Eugenio Cotardo, Corrado Mencar, Gennaro Vessio
Density-based clustering with fully-convolutional networks for crowd flow detection from drones. Neurocomputing 526 (2023)
Giovanna Castellano, Eugenio Cotardo, Corrado Mencar, Gennaro Vessio
Density-based clustering with fully-convolutional networks for crowd flow detection from drones. CoRR (2023)
Gabriella Casalino, Giovanna Castellano, Corrado Mencar
Semi-Supervised Fuzzy C-Means for Regression. IJCCI (2023)
Corrado Mencar, Ciro Castiello
A Bayesian Interpretation of Fuzzy C-Means. EUSFLAT/AGOP (2023)
Corrado Mencar, Didier Dubois
Connections Between Granular Counts and Twofold Fuzzy Sets. IPMU (2) (2022)
Jose Maria Alonso-Moral, Corrado Mencar, Hisao Ishibuchi
Explainable and Trustworthy Artificial Intelligence [Guest Editorial]. IEEE Comput. Intell. Mag. 17 (1) (2022)
Gabriella Casalino, Giovanna Castellano, Ciro Castiello, Corrado Mencar
Effect of fuzziness in fuzzy rule-based classifiers defined by strong fuzzy partitions and winner-takes-all inference. Soft Comput. 26 (14) (2022)
Giovanna Castellano, Corrado Mencar, Gennaro Vessio
Computer Vision Meets Drones: Our Research Experience. DP@AI*IA (2022)
Giovanna Castellano, Corrado Mencar, Gaetano Sette, Francesco Saverio Troccoli, Gennaro Vessio
Crowd Flow Detection from Drones with Fully Convolutional Networks and Clustering. IJCNN (2022)
Dawei Du, Longyin Wen, Pengfei Zhu, Heng Fan, Qinghua Hu, Haibin Ling, Mubarak Shah, Junwen Pan, Ali Al-Ali, Amr Mohamed, Bakour Imene, Bin Dong, Binyu Zhang, Bouchali Hadia Nesma, Chenfeng Xu, Chenzhen Duan, Ciro Castiello, Corrado Mencar, Dingkang Liang, Florian Krüger, Gennaro Vessio, Giovanna Castellano, Jieru Wang, Junyu Gao, Khalid Abualsaud, Laihui Ding, Lei Zhao, Marco Cianciotta, Muhammad Saqib, Noor Almaadeed, Omar Elharrouss, Pei Lyu, Qi Wang, Shidong Liu, Shuang Qiu, Siyang Pan, Somaya Al-Máadeed, Sultan Daud Khan, Tamer Khattab, Tao Han, Thomas Golda, Wei Xu, Xiang Bai, Xiaoqing Xu, Xuelong Li, Yanyun Zhao, Ye Tian, Yingnan Lin, Yongchao Xu, Yuehan Yao, Zhenyu Xu, Zhijian Zhao, Zhipeng Luo, Zhiwei Wei, Zhiyuan Zhao
VisDrone-CC2020: The Vision Meets Drone Crowd Counting Challenge Results. CoRR (2021)
Corrado Mencar, Ciro Castiello
Descriptive Stability of Fuzzy Rule-Based Systems. FUZZ-IEEE (2021)
Giovanni Acampora, Tiago da Cruz Asmus, Benjamín R. C. Bedregal, Humberto Bustince, Graçaliz Pereira Dimuro, Javier Fernández, Chin-Teng Lin, Giancarlo Lucca, Corrado Mencar, Radko Mesiar, José Antonio Sanz Delgado, Autilia Vitiello
Highlights. WILF (2021)
Sergio Caputo, Giovanna Castellano, Francesco Greco, Corrado Mencar, Niccolò Petti, Gennaro Vessio
Human Detection in Drone Images Using YOLO for Search-and-Rescue Operations. AI*IA (2021)
Giovanna Castellano, Ciro Castiello, Corrado Mencar, Gennaro Vessio
Crowd Detection for Drone Safe Landing Through Fully-Convolutional Neural Networks. SOFSEM (2020)
Corrado Mencar
Possibilistic Bounds for Granular Counting. IPMU (3) (2020)
Corrado Mencar, Crescenzio Gallo, Marco Mantero, Paolo Tarsia, Giovanna E. Carpagnano, Maria P. Foschino Barbaro, Donato Lacedonia
Application of machine learning to predict obstructive sleep apnea syndrome severity. Health Informatics J. 26 (1) (2020)
Giovanna Castellano, Ciro Castiello, Corrado Mencar, Gennaro Vessio
Crowd Counting from Unmanned Aerial Vehicles with Fully-Convolutional Neural Networks. IJCNN (2020)
Corrado Mencar
An Incremental Algorithm for Granular Counting with Possibility Theory. FUZZ-IEEE (2020)
Dawei Du, Longyin Wen, Pengfei Zhu, Heng Fan, Qinghua Hu, Haibin Ling, Mubarak Shah, Junwen Pan, Ali Al-Ali, Amr Mohamed, Bakour Imene, Bin Dong, Binyu Zhang, Bouchali Hadia Nesma, Chenfeng Xu, Chenzhen Duan, Ciro Castiello, Corrado Mencar, Dingkang Liang, Florian Krüger, Gennaro Vessio, Giovanna Castellano, Jieru Wang, Junyu Gao, Khalid Abualsaud, Laihui Ding, Lei Zhao, Marco Cianciotta, Muhammad Saqib, Noor Almaadeed, Omar Elharrouss, Pei Lyu, Qi Wang, Shidong Liu, Shuang Qiu, Siyang Pan, Somaya Al-Máadeed, Sultan Daud Khan, Tamer Khattab, Tao Han, Thomas Golda, Wei Xu, Xiang Bai, Xiaoqing Xu, Xuelong Li, Yanyun Zhao, Ye Tian, Yingnan Lin, Yongchao Xu, Yuehan Yao, Zhenyu Xu, Zhijian Zhao, Zhipeng Luo, Zhiwei Wei, Zhiyuan Zhao
VisDrone-CC2020: The Vision Meets Drone Crowd Counting Challenge Results. ECCV Workshops (4) (2020)
Ciro Castiello, Corrado Mencar
Fine-Tuning the Fuzziness of Strong Fuzzy Partitions through PSO. Int. J. Comput. Intell. Syst. 13 (1) (2020)
Giovanna Castellano, Ciro Castiello, Marco Cianciotta, Corrado Mencar, Gennaro Vessio
Multi-view Convolutional Network for Crowd Counting in Drone-Captured Images. ECCV Workshops (4) (2020)
Giovanna Castellano, Ciro Castiello, Corrado Mencar, Gennaro Vessio
Crowd Detection in Aerial Images Using Spatial Graphs and Fully-Convolutional Neural Networks. IEEE Access 8 (2020)
Corrado Mencar, Witold Pedrycz
Granular counting of uncertain data. Fuzzy Sets Syst. 387 (2020)
Jesús Alcalá-Fdez, José Maria Alonso, Ciro Castiello, Corrado Mencar, José M. Soto-Hidalgo
Py4JFML: A Python wrapper for using the IEEE Std 1855-2016 through JFML. FUZZ-IEEE (2019)
Gabriella Casalino, Giovanna Castellano, Corrado Mencar
Credit card fraud detection by dynamic incremental semi-supervised fuzzy clustering. EUSFLAT Conf. (2019)
Ciro Castiello, Anna Maria Fanelli, Marco Lucarelli, Corrado Mencar
Interpretable fuzzy partitioning of classified data with variable granularity. Appl. Soft Comput. 74 (2019)
Gabriella Casalino, Giovanna Castellano, Corrado Mencar
Data Stream Classification by Dynamic Incremental Semi-Supervised Fuzzy Clustering. Int. J. Artif. Intell. Tools 28 (8) (2019)
Gabriella Casalino, Giovanna Castellano, Corrado Mencar
Incremental and Adaptive Fuzzy Clustering for Virtual Learning Environments Data Analysis. IV (1) (2019)
Ciro Castiello, Corrado Mencar
Exploiting Particle Swarm Optimization to Attune Strong Fuzzy Partitions Based on Cuts. EUSFLAT Conf. (2019)
Corrado Mencar
Looking at the Branches and Roots. WILF (2018)
José Maria Alonso, Alejandro Ramos-Soto, Ciro Castiello, Corrado Mencar
Explainable AI Beer Style Classifier. SICSA ReaLX (2018)
Corrado Mencar, José Maria Alonso
Paving the Way to Explainable Artificial Intelligence with Fuzzy Modeling - Tutorial. WILF (2018)
Francesca A. Lisi, Corrado Mencar
A Granular Computing Method for OWL Ontologies. Fundam. Informaticae 159 (1-2) (2018)
Gabriella Casalino, Giovanna Castellano, Corrado Mencar
Incremental adaptive semi-supervised fuzzy clustering for data stream classification. EAIS (2018)
Gabriella Casalino, Ciro Castiello, Nicoletta Del Buono, Corrado Mencar
A framework for intelligent Twitter data analysis with non-negative matrix factorization. Int. J. Web Inf. Syst. 14 (3) (2018)
José Maria Alonso, Ciro Castiello, Corrado Mencar
A Bibliometric Analysis of the Explainable Artificial Intelligence Research Field. IPMU (1) (2018)
Gabriella Casalino, Giovanna Castellano, Anna Maria Fanelli, Corrado Mencar
Enhancing the DISSFCM Algorithm for Data Stream Classification. WILF (2018)
José Maria Alonso, Corrado Mencar
Building Cognitive Cities with Explainable Artificial Intelligent Systems. CEx@AI*IA (2017)
Ciro Castiello, Corrado Mencar, Marco Lucarelli, Franz Rothlauf
Efficiency improvement of DC∗ through a Genetic Guidance. FUZZ-IEEE (2017)
Francesca Alessandra Lisi, Corrado Mencar
Introducing Fuzzy Quantification in OWL 2 Ontologies. ICTCS/CILC (2017)
Gabriella Casalino, Ciro Castiello, Nicoletta Del Buono, Corrado Mencar
Intelligent Twitter Data Analysis Based on Nonnegative Matrix Factorizations. ICCSA (1) (2017)
Gabriella Casalino, Ciro Castiello, Nicoletta Del Buono, Flavia Esposito, Corrado Mencar
Q-matrix Extraction from Real Response Data Using Nonnegative Matrix Factorizations. ICCSA (1) (2017)
Arianna Consiglio, Corrado Mencar, Giorgio Grillo, Flaviana Marzano, Mariano Francesco Caratozzolo, Sabino Liuni
A fuzzy method for RNA-Seq differential expression analysis in presence of multireads. BMC Bioinform. 17 (S-12) (2016)
Francesca A. Lisi, Corrado Mencar
A System for Fuzzy Granulation of OWL Ontologies. WILF (2016)
Francesca Alessandra Lisi, Corrado Mencar
Towards fuzzy granulation in OWL ontologies. CILC (2015)
Arianna Consiglio, Corrado Mencar, Giorgio Grillo, Sabino Liuni
Managing NGS Differential Expression Uncertainty with Fuzzy Sets. CIBB (2015)
Marco Lucarelli, Ciro Castiello, Anna Maria Fanelli, Corrado Mencar
Interpretable knowledge discovery from data with DC. IFSA-EUSFLAT (2015)
Gabriella Casalino, Nicoletta Del Buono, Corrado Mencar
Subtractive clustering for seeding non-negative matrix factorizations. Inf. Sci. 257 (2014)
Gabriella Casalino, Nicoletta Del Buono, Corrado Mencar
Part-Based Data Analysis with Masked Non-negative Matrix Factorization. ICCSA (6) (2014)
Corrado Mencar
Interpretability of Fuzzy Systems. WILF (2013)
Piero Molino, Gianvito Pio, Corrado Mencar
Fast Fuzzy Inference in Octave. Int. J. Comput. Intell. Syst. 6 (2) (2013)
Corrado Mencar, Marco Lucarelli, Ciro Castiello, Anna Maria Fanelli
Design of Strong Fuzzy Partitions from Cuts. EUSFLAT Conf. (2013)
Marco Lucarelli, Corrado Mencar, Ciro Castiello, Anna Maria Fanelli
A New Heuristic Function for DC. WILF (2013)
Marco Lucarelli, Ciro Castiello, Anna Maria Fanelli, Corrado Mencar
Automatic Design of Interpretable Fuzzy Partitions with Variable Granularity: An Experimental Comparison. ICAISC (1) (2013)
Raffaele Cannone, Ciro Castiello, Anna Maria Fanelli, Corrado Mencar
Assessment of semantic cointension of fuzzy rule-based classifiers in a medical context. ISDA (2011)
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) (2011)
Gabriella Casalino, Nicoletta Del Buono, Corrado Mencar
Subtractive Initialization of Nonnegative Matrix Factorizations for Document Clustering. WILF (2011)
Danilo Dell'Agnello, Anna Maria Fanelli, Corrado Mencar, Massimo Minervini
Serendipitous Fuzzy Item Recommendation with ProfileMatcher. WILF (2011)
Corrado Mencar, Ciro Castiello, Raffaele Cannone, Anna Maria Fanelli
Design of fuzzy rule-based classifiers with semantic cointension. Inf. Sci. 181 (20) (2011)
Giovanna Castellano, Danilo Dell'Agnello, Anna Maria Fanelli, Corrado Mencar, Maria Alessandra Torsello
A competitive learning strategy for adapting fuzzy user profiles. ISDA (2010)
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) (2010)
Raffaele Cannone, Ciro Castiello, Corrado Mencar, Anna Maria Fanelli
Data-driven design of fuzzy classification rules with semantic cointension. FUZZ-IEEE (2010)
Raffaele Cannone, Ciro Castiello, Corrado Mencar, Anna Maria Fanelli
A Study on Interpretability Conditions for Fuzzy Rule-Based Classifiers. ISDA (2009)
Corrado Mencar, Ciro Castiello, Anna Maria Fanelli
A Logic-Based Approach for Evaluating Interpretability of Fuzzy Rule-Based Classifiers. IFSA/EUSFLAT Conf. (2009)
Corrado Mencar, Maria Alessandra Torsello, Danilo Dell'Agnello, Giovanna Castellano, Ciro Castiello
Modeling User Preferences through Adaptive Fuzzy Profiles. ISDA (2009)
Corrado Mencar, Ciro Castiello, Anna Maria Fanelli
Interpretability Assessment of Fuzzy Rule-Based Classifiers. WILF (2009)
Danilo Dell'Agnello, Corrado Mencar, Anna Maria Fanelli
Item Recommendation with Veristic and Possibilistic Metadata: A Preliminary Approach. ISDA (2009)
Corrado Mencar, Ciro Castiello, Anna Maria Fanelli
Fuzzy User Profiling in e-Learning Contexts. KES (2) (2008)
Corrado Mencar, Ciro Castiello, Anna Maria Fanelli
A Profile Modelling Approach for E-Learning Systems. ICCSA (2) (2008)
Corrado Mencar, Anna Maria Fanelli, Michele Chieco
A Neural Network for Water Level Prediction in Artesian Wells. CIMCA/IAWTIC/ISE (2008)
Corrado Mencar, Anna Maria Fanelli
Interpretability constraints for fuzzy information granulation. Inf. Sci. 178 (24) (2008)
Corrado Mencar, Arianna Consiglio, Anna Maria Fanelli
DCg: Interpretable Granulation of Data through GA-based Double Clustering. FUZZ-IEEE (2007)
Giovanna Castellano, Anna Maria Fanelli, Corrado Mencar, Maria Alessandra Torsello
Similarity-Based Fuzzy Clustering for User Profiling. Web Intelligence/IAT Workshops (2007)
Corrado Mencar, Arianna Consiglio, Giovanna Castellano, Anna Maria Fanelli
Algorithm. WILF (2007)
Corrado Mencar, Giovanna Castellano, Anna Maria Fanelli
Distinguishability quantification of fuzzy sets. Inf. Sci. 177 (1) (2007)
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) (2007)
Corrado Mencar, Arianna Consiglio, Anna Maria Fanelli
Interpretable Granulation of Medical Data with DC. HIS (2007)
Corrado Mencar, Giovanna Castellano, Anna Maria Fanelli
Balancing Interpretability and Accuracy by Multi-Level Fuzzy Information Granulation. FUZZ-IEEE (2006)
Corrado Mencar, Giovanna Castellano, Anna Maria Fanelli
Interface optimality in fuzzy inference systems. Int. J. Approx. Reason. 41 (2) (2006)
Giovanna Castellano, Ciro Castiello, Anna Maria Fanelli, Corrado Mencar
Knowledge discovery by a neuro-fuzzy modeling framework. Fuzzy Sets Syst. 149 (1) (2005)
Corrado Mencar, Giovanna Castellano, Anna Maria Fanelli
Deriving prediction intervals for neuro-fuzzy networks. Math. Comput. Model. 42 (7-8) (2005)
Corrado Mencar, Giovanna Castellano, Anna Maria Fanelli
Some Fundamental Interpretability Issues in Fuzzy Modeling. EUSFLAT Conf. (2005)
Giovanna Castellano, Anna Maria Fanelli, Corrado Mencar
DCf: a double clustering framework for fuzzy information granulation. GrC (2005)
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) (2004)
Giovanna Castellano, Ciro Castiello, Anna Maria Fanelli, Corrado Mencar
A neuro-fuzzy methodology for predicting industrial discarded material properties. Intelligenza Artificiale 1 (3) (2004)
Giovanna Castellano, Anna Maria Fanelli, Corrado Mencar
A fuzzy clustering approach for mining diagnostic rules. SMC (2003)
Giovanna Castellano, Anna Maria Fanelli, Corrado Mencar
Bi-monotonic Fuzzy Sets Lead to Optimal Fuzzy Interfaces. WILF (2003)
Giovanna Castellano, Anna Maria Fanelli, Corrado Mencar
Design of Transparent Mamdani Fuzzy Inference Systems. HIS (2003)
Giovanna Castellano, Ciro Castiello, Anna Maria Fanelli, Corrado Mencar
Discovering Prediction Rules by a Neuro-fuzzy Modeling Framework. KES (2003)
Giovanna Castellano, Anna Maria Fanelli, Corrado Mencar
Fuzzy Information Granules: a Compact, Transparent and Efficient Representation. J. Adv. Comput. Intell. Intell. Informatics 7 (2) (2003)
Giovanna Castellano, Anna Maria Fanelli, Corrado Mencar
A neuro-fuzzy network to generate human-understandable knowledge from data. Cogn. Syst. Res. 3 (2) (2002)