An "orderwise" polynomial regression procedure for fuzzy data. - Pierpaolo D'Urso; Tommaso Gastaldi (Fuzzy Sets Syst., 2002)

Three-way fuzzy clustering models for LR fuzzy time trajectories. - Renato Coppi; Pierpaolo D'Urso (Comput. Stat. Data Anal., 2003)

Linear regression analysis for fuzzy/crisp input and fuzzy/crisp output data. - Pierpaolo D'Urso (Comput. Stat. Data Anal., 2003)

Fuzzy C-Means Clustering Models For Multivariate Time-Varying Data: Different Approaches. - Pierpaolo D'Urso (Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2004)

A possibilistic approach to latent component analysis for symmetric fuzzy data. - Pierpaolo D'Urso; Paolo Giordani (Fuzzy Sets Syst., 2005)

Fuzzy Clustering for Data Time Arrays With Inlier and Outlier Time Trajectories. - Pierpaolo D'Urso (IEEE Trans. Fuzzy Syst., 2005)

An Asymptotic Test for Symmetry of Random Variables Based on Fuzzy Tools. - Gil González-Rodríguez; Ana Colubi; Pierpaolo D'Urso; Paolo Giordani (SMPS, 2006)

Fuzzy unsupervised classification of multivariate time trajectories with the Shannon entropy regularization. - Renato Coppi; Pierpaolo D'Urso (Comput. Stat. Data Anal., 2006)

Least squares estimation of a linear regression model with LR fuzzy response. - Renato Coppi; Pierpaolo D'Urso; Paolo Giordani; Adriana Santoro (Comput. Stat. Data Anal., 2006)

A weighted fuzzy c. - Pierpaolo D'Urso; Paolo Giordani (Comput. Stat. Data Anal., 2006)

Fuzzy clusterwise linear regression analysis with symmetrical fuzzy output variable. - Pierpaolo D'Urso; Adriana Santoro (Comput. Stat. Data Anal., 2006)

A robust fuzzy k-means clustering model for interval valued data. - Pierpaolo D'Urso; Paolo Giordani (Comput. Stat., 2006)

Goodness of fit and variable selection in the fuzzy multiple linear regression. - Pierpaolo D'Urso; Adriana Santoro (Fuzzy Sets Syst., 2006)

Fuzzy Clustering for Space-time Series Using Spatial Autocorrelation Information. - Renato Coppi; Pierpaolo D'Urso; Paolo Giordani (FUZZ-IEEE, 2007)

Temporal self-organizing maps for telecommunications market segmentation. - Pierpaolo D'Urso; Livia De Giovanni (Neurocomputing, 2008)

Autocorrelation-based fuzzy clustering of time series. - Pierpaolo D'Urso; Elizabeth Ann Maharaj (Fuzzy Sets Syst., 2009)

Multi-sample test-based clustering for fuzzy random variables. - Gil González-Rodríguez; Ana Colubi; Pierpaolo D'Urso; Manuel Montenegro (Int. J. Approx. Reason., 2009)

Mixture Models with a Black-Hole Component. - Nicholas T. Longford; Pierpaolo D'Urso (SMPS, 2010)

A Fuzzy Clustering Model for Multivariate Spatial Time Series. - Renato Coppi; Pierpaolo D'Urso; Paolo Giordani (J. Classif., 2010)

Wavelet-based Fuzzy Clustering of Time Series. - Elizabeth Ann Maharaj; Pierpaolo D'Urso; Don U. A. Galagedera (J. Classif., 2010)

A class of fuzzy clusterwise regression models. - Pierpaolo D'Urso; Riccardo Massari; Adriana Santoro (Inf. Sci., 2010)

Midpoint radius self-organizing maps for interval-valued data with telecommunications application. - Pierpaolo D'Urso; Livia De Giovanni (Appl. Soft Comput., 2011)

Robust fuzzy regression analysis. - Pierpaolo D'Urso; Riccardo Massari; Adriana Santoro (Inf. Sci., 2011)

Fuzzy clustering of time series in the frequency domain. - Elizabeth Ann Maharaj; Pierpaolo D'Urso (Inf. Sci., 2011)

Mixtures of Autoregressions with an Improper Component for Panel Data. - Nicholas T. Longford; Pierpaolo D'Urso (J. Classif., 2012)

Fuzzy and possibilistic clustering for fuzzy data. - Renato Coppi; Pierpaolo D'Urso; Paolo Giordani (Comput. Stat. Data Anal., 2012)

Wavelets-based clustering of multivariate time series. - Pierpaolo D'Urso; Elizabeth Ann Maharaj (Fuzzy Sets Syst., 2012)

Bagged Clustering and its application to tourism market segmentation. - Pierpaolo D'Urso; Livia De Giovanni; Marta Disegna; Riccardo Massari (Expert Syst. Appl., 2013)

Change point analysis of imprecise time series. - Carmela Cappelli; Pierpaolo D'Urso; Francesca Di Iorio (Fuzzy Sets Syst., 2013)

Fuzzy clustering of human activity patterns. - Pierpaolo D'Urso; Riccardo Massari (Fuzzy Sets Syst., 2013)

A fuzzy taxonomy for e-Health projects. - Pierpaolo D'Urso; Livia De Giovanni; Paolo Spagnoletti (Int. J. Mach. Learn. Cybern., 2013)

Autoregressive model-based fuzzy clustering and its application for detecting information redundancy in air pollution monitoring networks. - Pierpaolo D'Urso; Dario Di Lallo; Elizabeth Ann Maharaj (Soft Comput., 2013)

Self-Organizing Maps for imprecise data. - Pierpaolo D'Urso; Livia De Giovanni; Riccardo Massari (Fuzzy Sets Syst., 2014)

Trimmed fuzzy clustering for interval-valued data. - Pierpaolo D'Urso; Livia De Giovanni; Riccardo Massari (Adv. Data Anal. Classif., 2015)

Bagged fuzzy clustering for fuzzy data: An application to a tourism market. - Pierpaolo D'Urso; Marta Disegna; Riccardo Massari; Girish Prayag (Knowl. Based Syst., 2015)

GARCH-based robust clustering of time series. - Pierpaolo D'Urso; Livia De Giovanni; Riccardo Massari (Fuzzy Sets Syst., 2016)

Fuzzy c-ordered medoids clustering for interval-valued data. - Pierpaolo D'Urso; Jacek M. Leski (Pattern Recognit., 2016)

Fuzzy data analysis and classification - Special issue in memoriam of Professor Lotfi A. Zadeh, father of fuzzy logic. - Pierpaolo D'Urso; María Angeles Gil (Adv. Data Anal. Classif., 2017)

Exponential distance-based fuzzy clustering for interval-valued data. - Pierpaolo D'Urso; Riccardo Massari; Livia De Giovanni; Carmela Cappelli (Fuzzy Optim. Decis. Mak., 2017)

Fuzzy clustering of time series using extremes. - Pierpaolo D'Urso; Elizabeth Ann Maharaj; Andrés M. Alonso (Fuzzy Sets Syst., 2017)

Informational Paradigm, management of uncertainty and theoretical formalisms in the clustering framework: A review. - Pierpaolo D'Urso (Inf. Sci., 2017)

Quantile autocovariances: A powerful tool for hard and soft partitional clustering of time series. - José Antonio Vilar; Borja R. Lafuente-Rego; Pierpaolo D'Urso (Fuzzy Sets Syst., 2018)

Robust fuzzy clustering of multivariate time trajectories. - Pierpaolo D'Urso; Livia De Giovanni; Riccardo Massari (Int. J. Approx. Reason., 2018)

Fuzzy Clustering in Travel and Tourism Analytics. - Pierpaolo D'Urso; Marta Disegna; Riccardo Massari (Business and Consumer Analytics: New Ideas, 2019)

Fuzzy clustering of mixed data. - Pierpaolo D'Urso; Riccardo Massari (Inf. Sci., 2019)

Cepstral-based clustering of financial time series. - Pierpaolo D'Urso; Livia De Giovanni; Riccardo Massari; Rita Laura D'Ecclesia; Elizabeth Ann Maharaj (Expert Syst. Appl., 2020)

Fuzzy clustering of fuzzy data based on robust loss functions and ordered weighted averaging. - Pierpaolo D'Urso; Jacek M. Leski (Fuzzy Sets Syst., 2020)

Smoothed self-organizing map for robust clustering. - Pierpaolo D'Urso; Livia De Giovanni; Riccardo Massari (Inf. Sci., 2020)

Quantile-based fuzzy C-means clustering of multivariate time series: Robust techniques. - Ángel López-Oriona; Pierpaolo D'Urso; José Antonio Vilar; Borja R. Lafuente-Rego (CoRR, 2021)

Multiple breaks detection in financial interval-valued time series. - Carmela Cappelli; Roy Cerqueti; Pierpaolo D'Urso; Francesca Di Iorio (Expert Syst. Appl., 2021)

A fuzzy penalized regression model with variable selection. - Mojtaba Kashani; Mohammad Arashi; Mohammad Reza Rabiei; Pierpaolo D'Urso; Livia De Giovanni (Expert Syst. Appl., 2021)

Cophenetic-based fuzzy clustering of time series by linear dependency. - Andrés M. Alonso; Pierpaolo D'Urso; Carolina Gamboa; Vanesa Guerrero (Int. J. Approx. Reason., 2021)

Robust fuzzy clustering of time series based on B-splines. - Pierpaolo D'Urso; Luis Angel García-Escudero; Livia De Giovanni; Vincenzina Vitale; Agustín Mayo-Íscar (Int. J. Approx. Reason., 2021)

Atheoretical Regression Trees for classifying risky financial institutions. - Carmela Cappelli; Francesca Di Iorio; Angela Maddaloni; Pierpaolo D'Urso (Ann. Oper. Res., 2021)

Trimmed fuzzy clustering of financial time series based on dynamic time warping. - Pierpaolo D'Urso; Livia De Giovanni; Riccardo Massari (Ann. Oper. Res., 2021)

A Kemeny Distance-Based Robust Fuzzy Clustering for Preference Data. - Pierpaolo D'Urso; Vincenzina Vitale (J. Classif., 2022)

Weighted score-driven fuzzy clustering of time series with a financial application. - Roy Cerqueti; Pierpaolo D'Urso; Livia De Giovanni; Massimiliano Giacalone; Raffaele Mattera (Expert Syst. Appl., 2022)

Fuzzy regression analysis based on M-estimates. - Jalal Chachi; S. Mahmoud Taheri; Pierpaolo D'Urso (Expert Syst. Appl., 2022)

Quantile-based fuzzy clustering of multivariate time series in the frequency domain. - Ángel López-Oriona; José Antonio Vilar; Pierpaolo D'Urso (Fuzzy Sets Syst., 2022)

OWA fuzzy regression. - Pierpaolo D'Urso; Jalal Chachi (Int. J. Approx. Reason., 2022)

Quantile-based fuzzy C-means clustering of multivariate time series: Robust techniques. - Ángel López-Oriona; Pierpaolo D'Urso; José Antonio Vilar; Borja R. Lafuente-Rego (Int. J. Approx. Reason., 2022)

Spatial Weighted Robust Clustering of Multivariate Time Series Based on Quantile Dependence With an Application to Mobility During COVID-19 Pandemic. - Ángel López-Oriona; Pierpaolo D'Urso; José Antonio Vilar; Borja R. Lafuente-Rego (IEEE Trans. Fuzzy Syst., 2022)

Wavelet-based fuzzy clustering of interval time series. - Pierpaolo D'Urso; Livia De Giovanni; Elizabeth Ann Maharaj; Paula Brito; Paulo Teles 001 (Int. J. Approx. Reason., 2023)

Hard and soft clustering of categorical time series based on two novel distances with an application to biological sequences. - Ángel López-Oriona; José Antonio Vilar; Pierpaolo D'Urso (Inf. Sci., 2023)

Complex networks for community detection of basketball players. - Alessandro Chessa; Pierpaolo D'Urso; Livia De Giovanni; Vincenzina Vitale; Alfonso Gebbia (Ann. Oper. Res., 2023)

Editorial: Big data and data science in sport. - Pierpaolo D'Urso; Livia De Giovanni; Tim B. Swartz (Ann. Oper. Res., 2023)

A robust method for clustering football players with mixed attributes. - Pierpaolo D'Urso; Livia De Giovanni; Vincenzina Vitale (Ann. Oper. Res., 2023)

A Bayesian network to analyse basketball players' performances: a multivariate copula-based approach. - Pierpaolo D'Urso; Livia De Giovanni; Vincenzina Vitale (Ann. Oper. Res., 2023)

OWA-based robust fuzzy clustering of time series with typicality degrees. - Pierpaolo D'Urso; Jacek M. Leski (Inf. Sci., 2023)

Time series clustering and classification. - Pierpaolo D'Urso; Livia De Giovanni; Elizabeth Ann Maharaj (Int. J. Approx. Reason., 2024)

Complex networks and deep learning for copper flow across countries. - Lorenzo Federico; Ayoub Mounim; Pierpaolo D'Urso; Livia De Giovanni (Ann. Oper. Res., 2024)

Fuzzy clustering of time series based on weighted conditional higher moments. - Roy Cerqueti; Pierpaolo D'Urso; Livia De Giovanni; Raffaele Mattera; Vincenzina Vitale (Comput. Stat., 2024)

Statistical methods for decision making in public sector: from the quality assessment to the citizen satisfaction. - Luigi D'Ambra; Rosella Castellano; Pierpaolo D'Urso; Sandra De Iaco (Ann. Oper. Res., 2024)

Fuzzy clustering with entropy regularization for interval-valued data with an application to scientific journal citations. - Pierpaolo D'Urso; Livia De Giovanni; Leonardo Salvatore Alaimo; Raffaele Mattera; Vincenzina Vitale (Ann. Oper. Res., 2024)

Long-Term Multivariate Time-Series Forecasting Model Based on Gaussian Fuzzy Information Granules. - Chenglong Zhu; Xueling Ma; Pierpaolo D'Urso; Yuhua Qian; Weiping Ding 001; Jianming Zhan 001 (IEEE Trans. Fuzzy Syst., 2024)

Fuzzy clustering with Barber modularity regularization. - Pierpaolo D'Urso; Livia De Giovanni; Lorenzo Federico; Vincenzina Vitale (Stat. Comput., 2024)

OCCM-RPS: Ordered credal C-means clustering based on random permutation set. - Luyuan Chen; Pierpaolo D'Urso; Yong Deng (Inf. Sci., 2025)

Network and attribute-based clustering of tennis players and tournaments. - Pierpaolo D'Urso; Livia De Giovanni; Lorenzo Federico; Vincenzina Vitale (Comput. Stat., 2025)

Editorial: special issue on sports data science. - Pierpaolo D'Urso; Michele Gallo; Paola Zuccolotto (Comput. Stat., 2025)

Fuzzy K-expectiles clustering. - Pierpaolo D'Urso; Livia De Giovanni; Lorenzo Federico; Vincenzina Vitale (Stat. Comput., 2025)

Erratum to "Spatial Weighted Robust Clustering of Multivariate Time Series Based on Quantile Dependence With an Application to Mobility During COVID-19 Pandemic". - Ángel López-Oriona; Pierpaolo D'Urso; José Antonio Vilar; Borja R. Lafuente-Rego (IEEE Trans. Fuzzy Syst., 2025)