Pierpaolo D'Urso

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 33

Top Topics

Multivariate Time Series

Fuzzy Clustering

Regression Analysis

Top Venues

Int. J. Approx. Reason.

Fuzzy Sets Syst.

Expert Syst. Appl.

Publications

Lorenzo Federico, Ayoub Mounim, Pierpaolo D'Urso, Livia De Giovanni
Complex networks and deep learning for copper flow across countries. Ann. Oper. Res. 339 (1-2) (2024)
Pierpaolo D'Urso, Livia De Giovanni, Elizabeth Ann Maharaj
Time series clustering and classification. Int. J. Approx. Reason. 172 (2024)
Pierpaolo D'Urso, Livia De Giovanni, Vincenzina Vitale
A robust method for clustering football players with mixed attributes. Ann. Oper. Res. 325 (1) (2023)
Pierpaolo D'Urso, Jacek M. Leski
OWA-based robust fuzzy clustering of time series with typicality degrees. Inf. Sci. 651 (2023)
Alessandro Chessa, Pierpaolo D'Urso, Livia De Giovanni, Vincenzina Vitale, Alfonso Gebbia
Complex networks for community detection of basketball players. Ann. Oper. Res. 325 (1) (2023)
Pierpaolo D'Urso, Livia De Giovanni, Tim Swartz
Editorial: Big data and data science in sport. Ann. Oper. Res. 325 (1) (2023)
Ángel López-Oriona, José Antonio Vilar, Pierpaolo D'Urso
Hard and soft clustering of categorical time series based on two novel distances with an application to biological sequences. Inf. Sci. 624 (2023)
Pierpaolo D'Urso, Livia De Giovanni, Elizabeth Ann Maharaj, Paula Brito, Paulo Teles
Wavelet-based fuzzy clustering of interval time series. Int. J. Approx. Reason. 152 (2023)
Pierpaolo D'Urso, Vincenzina Vitale
A Kemeny Distance-Based Robust Fuzzy Clustering for Preference Data. J. Classif. 39 (3) (2022)
Ángel López-Oriona, José Antonio Vilar, Pierpaolo D'Urso
Quantile-based fuzzy clustering of multivariate time series in the frequency domain. Fuzzy Sets Syst. 443 (Part) (2022)
Pierpaolo D'Urso, Jalal Chachi
OWA fuzzy regression. Int. J. Approx. Reason. 142 (2022)
Ángel López-Oriona, Pierpaolo D'Urso, José Antonio Vilar, Borja R. Lafuente-Rego
Spatial Weighted Robust Clustering of Multivariate Time Series Based on Quantile Dependence With an Application to Mobility During COVID-19 Pandemic. IEEE Trans. Fuzzy Syst. 30 (9) (2022)
Ángel López-Oriona, Pierpaolo D'Urso, José Antonio Vilar, Borja R. Lafuente-Rego
-means clustering of multivariate time series: Robust techniques. Int. J. Approx. Reason. 150 (2022)
Roy Cerqueti, Pierpaolo D'Urso, Livia De Giovanni, Massimiliano Giacalone, Raffaele Mattera
Weighted score-driven fuzzy clustering of time series with a financial application. Expert Syst. Appl. 198 (2022)
Jalal Chachi, S. Mahmoud Taheri, Pierpaolo D'Urso
Fuzzy regression analysis based on M-estimates. Expert Syst. Appl. 187 (2022)
Ángel López-Oriona, Pierpaolo D'Urso, José Antonio Vilar, Borja R. Lafuente-Rego
Quantile-based fuzzy C-means clustering of multivariate time series: Robust techniques. CoRR (2021)
Mojtaba Kashani, Mohammad Arashi, Mohammad Reza Rabiei, Pierpaolo D'Urso, Livia De Giovanni
A fuzzy penalized regression model with variable selection. Expert Syst. Appl. 175 (2021)
Ángel López-Oriona, Pierpaolo D'Urso, José Antonio Vilar, Borja R. Lafuente-Rego
Spatial weighted robust clustering of multivariate time series based on quantile dependence with an application to mobility during COVID-19 pandemic. WILF (2021)
Pierpaolo D'Urso, Luis Angel García-Escudero, Livia De Giovanni, Vincenzina Vitale, Agustín Mayo-Íscar
Robust fuzzy clustering of time series based on B-splines. Int. J. Approx. Reason. 136 (2021)
Andrés M. Alonso, Pierpaolo D'Urso, Carolina Gamboa, Vanesa Guerrero
Cophenetic-based fuzzy clustering of time series by linear dependency. Int. J. Approx. Reason. 137 (2021)
Carmela Cappelli, Roy Cerqueti, Pierpaolo D'Urso, Francesca Di Iorio
Multiple breaks detection in financial interval-valued time series. Expert Syst. Appl. 164 (2021)
Pierpaolo D'Urso, Livia De Giovanni, Riccardo Massari, Rita Laura D'Ecclesia, Elizabeth Ann Maharaj
Cepstral-based clustering of financial time series. Expert Syst. Appl. 161 (2020)
Pierpaolo D'Urso, Livia De Giovanni, Riccardo Massari
Smoothed self-organizing map for robust clustering. Inf. Sci. 512 (2020)
Pierpaolo D'Urso, Jacek M. Leski
Fuzzy clustering of fuzzy data based on robust loss functions and ordered weighted averaging. Fuzzy Sets Syst. 389 (2020)
Pierpaolo D'Urso, Riccardo Massari
Fuzzy clustering of mixed data. Inf. Sci. 505 (2019)
José Antonio Vilar, Borja R. Lafuente-Rego, Pierpaolo D'Urso
Quantile autocovariances: A powerful tool for hard and soft partitional clustering of time series. Fuzzy Sets Syst. 340 (2018)
Pierpaolo D'Urso, Livia De Giovanni, Riccardo Massari
Robust fuzzy clustering of multivariate time trajectories. Int. J. Approx. Reason. 99 (2018)
Pierpaolo D'Urso
Informational Paradigm, management of uncertainty and theoretical formalisms in the clustering framework: A review. Inf. Sci. 400 (2017)
Pierpaolo D'Urso, Riccardo Massari, Livia De Giovanni, Carmela Cappelli
Exponential distance-based fuzzy clustering for interval-valued data. Fuzzy Optim. Decis. Mak. 16 (1) (2017)
Pierpaolo D'Urso, María Angeles Gil
Fuzzy data analysis and classification - Special issue in memoriam of Professor Lotfi A. Zadeh, father of fuzzy logic. Adv. Data Anal. Classif. 11 (4) (2017)
Pierpaolo D'Urso, Elizabeth Ann Maharaj, Andrés M. Alonso
Fuzzy clustering of time series using extremes. Fuzzy Sets Syst. 318 (2017)
Pierpaolo D'Urso, Livia De Giovanni, Riccardo Massari
GARCH-based robust clustering of time series. Fuzzy Sets Syst. 305 (2016)
Pierpaolo D'Urso, Jacek M. Leski
Fuzzy c-ordered medoids clustering for interval-valued data. Pattern Recognit. 58 (2016)
Pierpaolo D'Urso, Marta Disegna, Riccardo Massari, Girish Prayag
Bagged fuzzy clustering for fuzzy data: An application to a tourism market. Knowl. Based Syst. 73 (2015)
Pierpaolo D'Urso, Livia De Giovanni, Riccardo Massari
Trimmed fuzzy clustering for interval-valued data. Adv. Data Anal. Classif. 9 (1) (2015)
Pierpaolo D'Urso, Livia De Giovanni, Riccardo Massari
Self-Organizing Maps for imprecise data. Fuzzy Sets Syst. 237 (2014)
Carmela Cappelli, Pierpaolo D'Urso, Francesca Di Iorio
Change point analysis of imprecise time series. Fuzzy Sets Syst. 225 (2013)
Pierpaolo D'Urso, Dario Di Lallo, Elizabeth Ann Maharaj
Autoregressive model-based fuzzy clustering and its application for detecting information redundancy in air pollution monitoring networks. Soft Comput. 17 (1) (2013)
Pierpaolo D'Urso, Riccardo Massari
Fuzzy clustering of human activity patterns. Fuzzy Sets Syst. 215 (2013)
Pierpaolo D'Urso, Livia De Giovanni, Marta Disegna, Riccardo Massari
Bagged Clustering and its application to tourism market segmentation. Expert Syst. Appl. 40 (12) (2013)
Pierpaolo D'Urso, Livia De Giovanni, Paolo Spagnoletti
A fuzzy taxonomy for e-Health projects. Int. J. Mach. Learn. Cybern. 4 (5) (2013)
Pierpaolo D'Urso, Elizabeth Ann Maharaj
Wavelets-based clustering of multivariate time series. Fuzzy Sets Syst. 193 (2012)
Nicholas T. Longford, Pierpaolo D'Urso
Mixtures of Autoregressions with an Improper Component for Panel Data. J. Classif. 29 (3) (2012)
Renato Coppi, Pierpaolo D'Urso, Paolo Giordani
Fuzzy and possibilistic clustering for fuzzy data. Comput. Stat. Data Anal. 56 (4) (2012)
Pierpaolo D'Urso, Livia De Giovanni
Midpoint radius self-organizing maps for interval-valued data with telecommunications application. Appl. Soft Comput. 11 (5) (2011)
Pierpaolo D'Urso, Riccardo Massari, Adriana Santoro
Robust fuzzy regression analysis. Inf. Sci. 181 (19) (2011)
Elizabeth Ann Maharaj, Pierpaolo D'Urso
Fuzzy clustering of time series in the frequency domain. Inf. Sci. 181 (7) (2011)
Pierpaolo D'Urso, Riccardo Massari, Adriana Santoro
A class of fuzzy clusterwise regression models. Inf. Sci. 180 (24) (2010)
Nicholas T. Longford, Pierpaolo D'Urso
Mixture Models with a Black-Hole Component. SMPS (2010)
Renato Coppi, Pierpaolo D'Urso, Paolo Giordani
A Fuzzy Clustering Model for Multivariate Spatial Time Series. J. Classif. 27 (1) (2010)
Elizabeth Ann Maharaj, Pierpaolo D'Urso, Don U. A. Galagedera
Wavelet-based Fuzzy Clustering of Time Series. J. Classif. 27 (2) (2010)
Gil González-Rodríguez, Ana Colubi, Pierpaolo D'Urso, Manuel Montenegro
Multi-sample test-based clustering for fuzzy random variables. Int. J. Approx. Reason. 50 (5) (2009)
Pierpaolo D'Urso, Elizabeth Ann Maharaj
Autocorrelation-based fuzzy clustering of time series. Fuzzy Sets Syst. 160 (24) (2009)
Pierpaolo D'Urso, Livia De Giovanni
Temporal self-organizing maps for telecommunications market segmentation. Neurocomputing 71 (13-15) (2008)
Renato Coppi, Pierpaolo D'Urso, Paolo Giordani
Fuzzy Clustering for Space-time Series Using Spatial Autocorrelation Information. FUZZ-IEEE (2007)
Pierpaolo D'Urso, Paolo Giordani
A weighted fuzzy c. Comput. Stat. Data Anal. 50 (6) (2006)
Pierpaolo D'Urso, Adriana Santoro
Goodness of fit and variable selection in the fuzzy multiple linear regression. Fuzzy Sets Syst. 157 (19) (2006)
Gil González-Rodríguez, Ana Colubi, Pierpaolo D'Urso, Paolo Giordani
An Asymptotic Test for Symmetry of Random Variables Based on Fuzzy Tools. SMPS (2006)
Renato Coppi, Pierpaolo D'Urso, Paolo Giordani, Adriana Santoro
Least squares estimation of a linear regression model with LR fuzzy response. Comput. Stat. Data Anal. 51 (1) (2006)
Renato Coppi, Pierpaolo D'Urso
Fuzzy unsupervised classification of multivariate time trajectories with the Shannon entropy regularization. Comput. Stat. Data Anal. 50 (6) (2006)
Pierpaolo D'Urso, Paolo Giordani
-means clustering model for interval valued data. Comput. Stat. 21 (2) (2006)
Pierpaolo D'Urso, Adriana Santoro
Fuzzy clusterwise linear regression analysis with symmetrical fuzzy output variable. Comput. Stat. Data Anal. 51 (1) (2006)
Pierpaolo D'Urso
Fuzzy Clustering for Data Time Arrays With Inlier and Outlier Time Trajectories. IEEE Trans. Fuzzy Syst. 13 (5) (2005)
Pierpaolo D'Urso, Paolo Giordani
A possibilistic approach to latent component analysis for symmetric fuzzy data. Fuzzy Sets Syst. 150 (2) (2005)
Pierpaolo D'Urso
Fuzzy C-Means Clustering Models For Multivariate Time-Varying Data: Different Approaches. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 12 (3) (2004)
Pierpaolo D'Urso
Linear regression analysis for fuzzy/crisp input and fuzzy/crisp output data. Comput. Stat. Data Anal. 42 (1-2) (2003)
Renato Coppi, Pierpaolo D'Urso
Three-way fuzzy clustering models for LR fuzzy time trajectories. Comput. Stat. Data Anal. 43 (2) (2003)
Pierpaolo D'Urso, Tommaso Gastaldi
An "orderwise" polynomial regression procedure for fuzzy data. Fuzzy Sets Syst. 130 (1) (2002)