Pierpaolo D'Urso

87 papers B 1Journal 82Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
A long-term prediction model with Gaussian linear fuzzy granules based on convolutional neural networks and long short-term memory.
Fuzzy Sets Syst.
Xueling Ma, Chenglong Zhu, Weiping Ding, Pierpaolo D'Urso, Jianming Zhan
2026 J jnl
Clustering Large-scale Time Series.
J. Classif.
Pierpaolo D'Urso, Livia De Giovanni, Ruey S. Tsay, Vincenzina Vitale
2026 J jnl
DDHRPS: A Data-Driven Hierarchical Method for Constructing Random Permutation Set From the Perspective of Layer-2 Belief Structure.
IEEE Trans. Fuzzy Syst.
Luyuan Chen, Xinghua Zhou, Peidong Gao, Zhan Deng, Yu Yang, Yin Wu, Pierpaolo D'Urso
2026 J jnl
Entropy-based fuzzy clustering of interval-valued time series.
Adv. Data Anal. Classif.
Vincenzina Vitale, Pierpaolo D'Urso, Livia De Giovanni, Raffaele Mattera
2025 J jnl
Editorial: special issue on sports data science.
Comput. Stat.
Pierpaolo D'Urso, Michele Gallo, Paola Zuccolotto
2025 J jnl
Erratum to "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.
Ángel López-Oriona, Pierpaolo D'Urso, José Antonio Vilar, Borja R. Lafuente-Rego
2025 J jnl
Fuzzy K-expectiles clustering.
Stat. Comput.
Pierpaolo D'Urso, Livia De Giovanni, Lorenzo Federico, Vincenzina Vitale
2025 J jnl
Network and attribute-based clustering of tennis players and tournaments.
Comput. Stat.
Pierpaolo D'Urso, Livia De Giovanni, Lorenzo Federico, Vincenzina Vitale
2025 J jnl
OCCM-RPS: Ordered credal C-means clustering based on random permutation set.
Inf. Sci.
Luyuan Chen, Pierpaolo D'Urso, Yong Deng
2025 J jnl
The evolution of the European football transfer network.
J. Big Data
Pierpaolo D'Urso, Livia De Giovanni, Lorenzo Federico
2024 J jnl
Complex networks and deep learning for copper flow across countries.
Ann. Oper. Res.
Lorenzo Federico, Ayoub Mounim, Pierpaolo D'Urso, Livia De Giovanni
2024 J jnl
Fuzzy clustering of time series based on weighted conditional higher moments.
Comput. Stat.
Roy Cerqueti, Pierpaolo D'Urso, Livia De Giovanni, Raffaele Mattera, Vincenzina Vitale
2024 J jnl
Fuzzy clustering with Barber modularity regularization.
Stat. Comput.
Pierpaolo D'Urso, Livia De Giovanni, Lorenzo Federico, Vincenzina Vitale
2024 J jnl
Fuzzy clustering with entropy regularization for interval-valued data with an application to scientific journal citations.
Ann. Oper. Res.
Pierpaolo D'Urso, Livia De Giovanni, Leonardo Salvatore Alaimo, Raffaele Mattera, Vincenzina Vitale
2024 J jnl
Long-Term Multivariate Time-Series Forecasting Model Based on Gaussian Fuzzy Information Granules.
IEEE Trans. Fuzzy Syst.
Chenglong Zhu, Xueling Ma, Pierpaolo D'Urso, Yuhua Qian, Weiping Ding, Jianming Zhan
2024 J jnl
Statistical methods for decision making in public sector: from the quality assessment to the citizen satisfaction.
Ann. Oper. Res.
Luigi D'Ambra, Rosella Castellano, Pierpaolo D'Urso, Sandra De Iaco
2024 J jnl
Time series clustering and classification.
Int. J. Approx. Reason.
Pierpaolo D'Urso, Livia De Giovanni, Elizabeth Ann Maharaj
2023 J jnl
A Bayesian network to analyse basketball players' performances: a multivariate copula-based approach.
Ann. Oper. Res.
Pierpaolo D'Urso, Livia De Giovanni, Vincenzina Vitale
2023 J jnl
A robust method for clustering football players with mixed attributes.
Ann. Oper. Res.
Pierpaolo D'Urso, Livia De Giovanni, Vincenzina Vitale
2023 J jnl
Complex networks for community detection of basketball players.
Ann. Oper. Res.
Alessandro Chessa, Pierpaolo D'Urso, Livia De Giovanni, Vincenzina Vitale, Alfonso Gebbia
2023 J jnl
Editorial: Big data and data science in sport.
Ann. Oper. Res.
Pierpaolo D'Urso, Livia De Giovanni, Tim B. Swartz
2023 J jnl
Hard and soft clustering of categorical time series based on two novel distances with an application to biological sequences.
Inf. Sci.
Ángel López-Oriona, José Antonio Vilar, Pierpaolo D'Urso
2023 J jnl
OWA-based robust fuzzy clustering of time series with typicality degrees.
Inf. Sci.
Pierpaolo D'Urso, Jacek M. Leski
2023 J jnl
Wavelet-based fuzzy clustering of interval time series.
Int. J. Approx. Reason.
Pierpaolo D'Urso, Livia De Giovanni, Elizabeth Ann Maharaj, Paula Brito, Paulo Teles
2022 J jnl
A Kemeny Distance-Based Robust Fuzzy Clustering for Preference Data.
J. Classif.
Pierpaolo D'Urso, Vincenzina Vitale
2022 J jnl
Fuzzy regression analysis based on M-estimates.
Expert Syst. Appl.
Jalal Chachi, S. Mahmoud Taheri, Pierpaolo D'Urso
2022 J jnl
OWA fuzzy regression.
Int. J. Approx. Reason.
Pierpaolo D'Urso, Jalal Chachi
2022 J jnl
Quantile-based fuzzy
Int. J. Approx. Reason.
Ángel López-Oriona, Pierpaolo D'Urso, José Antonio Vilar, Borja R. Lafuente-Rego
2022 J jnl
Quantile-based fuzzy clustering of multivariate time series in the frequency domain.
Fuzzy Sets Syst.
Ángel López-Oriona, José Antonio Vilar, Pierpaolo D'Urso
2022 J jnl
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.
Ángel López-Oriona, Pierpaolo D'Urso, José Antonio Vilar, Borja R. Lafuente-Rego
2022 J jnl
Weighted score-driven fuzzy clustering of time series with a financial application.
Expert Syst. Appl.
Roy Cerqueti, Pierpaolo D'Urso, Livia De Giovanni, Massimiliano Giacalone, Raffaele Mattera
2021 J jnl
A fuzzy penalized regression model with variable selection.
Expert Syst. Appl.
Mojtaba Kashani, Mohammad Arashi, Mohammad Reza Rabiei, Pierpaolo D'Urso, Livia De Giovanni
2021 J jnl
Atheoretical Regression Trees for classifying risky financial institutions.
Ann. Oper. Res.
Carmela Cappelli, Francesca Di Iorio, Angela Maddaloni, Pierpaolo D'Urso
2021 J jnl
Cophenetic-based fuzzy clustering of time series by linear dependency.
Int. J. Approx. Reason.
Andrés M. Alonso, Pierpaolo D'Urso, Carolina Gamboa, Vanesa Guerrero
2021 J jnl
Multiple breaks detection in financial interval-valued time series.
Expert Syst. Appl.
Carmela Cappelli, Roy Cerqueti, Pierpaolo D'Urso, Francesca Di Iorio
2021 J jnl
Quantile-based fuzzy C-means clustering of multivariate time series: Robust techniques.
CoRR
Ángel López-Oriona, Pierpaolo D'Urso, José Antonio Vilar, Borja R. Lafuente-Rego
2021 J jnl
Robust fuzzy clustering of time series based on B-splines.
Int. J. Approx. Reason.
Pierpaolo D'Urso, Luis Angel García-Escudero, Livia De Giovanni, Vincenzina Vitale, Agustín Mayo-Íscar
2021 — conf
Spatial weighted robust clustering of multivariate time series based on quantile dependence with an application to mobility during COVID-19 pandemic.
WILF
Ángel López-Oriona, Pierpaolo D'Urso, José Antonio Vilar, Borja R. Lafuente-Rego
2021 J jnl
Trimmed fuzzy clustering of financial time series based on dynamic time warping.
Ann. Oper. Res.
Pierpaolo D'Urso, Livia De Giovanni, Riccardo Massari
2020 J jnl
Cepstral-based clustering of financial time series.
Expert Syst. Appl.
Pierpaolo D'Urso, Livia De Giovanni, Riccardo Massari, Rita Laura D'Ecclesia, Elizabeth Ann Maharaj
2020 J jnl
Fuzzy clustering of fuzzy data based on robust loss functions and ordered weighted averaging.
Fuzzy Sets Syst.
Pierpaolo D'Urso, Jacek M. Leski
2020 J jnl
Smoothed self-organizing map for robust clustering.
Inf. Sci.
Pierpaolo D'Urso, Livia De Giovanni, Riccardo Massari
2019 — ch.
Fuzzy Clustering in Travel and Tourism Analytics.
Business and Consumer Analytics: New Ideas
Pierpaolo D'Urso, Marta Disegna, Riccardo Massari
2019 J jnl
Fuzzy clustering of mixed data.
Inf. Sci.
Pierpaolo D'Urso, Riccardo Massari
2018 J jnl
Quantile autocovariances: A powerful tool for hard and soft partitional clustering of time series.
Fuzzy Sets Syst.
José Antonio Vilar, Borja R. Lafuente-Rego, Pierpaolo D'Urso
2018 J jnl
Robust fuzzy clustering of multivariate time trajectories.
Int. J. Approx. Reason.
Pierpaolo D'Urso, Livia De Giovanni, Riccardo Massari
2017 J jnl
Exponential distance-based fuzzy clustering for interval-valued data.
Fuzzy Optim. Decis. Mak.
Pierpaolo D'Urso, Riccardo Massari, Livia De Giovanni, Carmela Cappelli
2017 J jnl
Fuzzy clustering of time series using extremes.
Fuzzy Sets Syst.
Pierpaolo D'Urso, Elizabeth Ann Maharaj, Andrés M. Alonso
2017 J jnl
Fuzzy data analysis and classification - Special issue in memoriam of Professor Lotfi A. Zadeh, father of fuzzy logic.
Adv. Data Anal. Classif.
Pierpaolo D'Urso, María Angeles Gil
2017 J jnl
Informational Paradigm, management of uncertainty and theoretical formalisms in the clustering framework: A review.
Inf. Sci.
Pierpaolo D'Urso
2016 J jnl
Fuzzy c-ordered medoids clustering for interval-valued data.
Pattern Recognit.
Pierpaolo D'Urso, Jacek M. Leski
2016 J jnl
GARCH-based robust clustering of time series.
Fuzzy Sets Syst.
Pierpaolo D'Urso, Livia De Giovanni, Riccardo Massari
2015 J jnl
Bagged fuzzy clustering for fuzzy data: An application to a tourism market.
Knowl. Based Syst.
Pierpaolo D'Urso, Marta Disegna, Riccardo Massari, Girish Prayag
2015 J jnl
Trimmed fuzzy clustering for interval-valued data.
Adv. Data Anal. Classif.
Pierpaolo D'Urso, Livia De Giovanni, Riccardo Massari
2014 J jnl
Self-Organizing Maps for imprecise data.
Fuzzy Sets Syst.
Pierpaolo D'Urso, Livia De Giovanni, Riccardo Massari
2013 J jnl
A fuzzy taxonomy for e-Health projects.
Int. J. Mach. Learn. Cybern.
Pierpaolo D'Urso, Livia De Giovanni, Paolo Spagnoletti
2013 J jnl
Autoregressive model-based fuzzy clustering and its application for detecting information redundancy in air pollution monitoring networks.
Soft Comput.
Pierpaolo D'Urso, Dario Di Lallo, Elizabeth Ann Maharaj
2013 J jnl
Bagged Clustering and its application to tourism market segmentation.
Expert Syst. Appl.
Pierpaolo D'Urso, Livia De Giovanni, Marta Disegna, Riccardo Massari
2013 J jnl
Change point analysis of imprecise time series.
Fuzzy Sets Syst.
Carmela Cappelli, Pierpaolo D'Urso, Francesca Di Iorio
2013 J jnl
Fuzzy clustering of human activity patterns.
Fuzzy Sets Syst.
Pierpaolo D'Urso, Riccardo Massari
2012 J jnl
Fuzzy and possibilistic clustering for fuzzy data.
Comput. Stat. Data Anal.
Renato Coppi, Pierpaolo D'Urso, Paolo Giordani
2012 J jnl
Mixtures of Autoregressions with an Improper Component for Panel Data.
J. Classif.
Nicholas T. Longford, Pierpaolo D'Urso
2012 J jnl
Wavelets-based clustering of multivariate time series.
Fuzzy Sets Syst.
Pierpaolo D'Urso, Elizabeth Ann Maharaj
2011 J jnl
Fuzzy clustering of time series in the frequency domain.
Inf. Sci.
Elizabeth Ann Maharaj, Pierpaolo D'Urso
2011 J jnl
Midpoint radius self-organizing maps for interval-valued data with telecommunications application.
Appl. Soft Comput.
Pierpaolo D'Urso, Livia De Giovanni
2011 J jnl
Robust fuzzy regression analysis.
Inf. Sci.
Pierpaolo D'Urso, Riccardo Massari, Adriana Santoro
2010 J jnl
A Fuzzy Clustering Model for Multivariate Spatial Time Series.
J. Classif.
Renato Coppi, Pierpaolo D'Urso, Paolo Giordani
2010 J jnl
A class of fuzzy clusterwise regression models.
Inf. Sci.
Pierpaolo D'Urso, Riccardo Massari, Adriana Santoro
2010 — conf
Mixture Models with a Black-Hole Component.
SMPS
Nicholas T. Longford, Pierpaolo D'Urso
2010 J jnl
Wavelet-based Fuzzy Clustering of Time Series.
J. Classif.
Elizabeth Ann Maharaj, Pierpaolo D'Urso, Don U. A. Galagedera
2009 J jnl
Autocorrelation-based fuzzy clustering of time series.
Fuzzy Sets Syst.
Pierpaolo D'Urso, Elizabeth Ann Maharaj
2009 J jnl
Multi-sample test-based clustering for fuzzy random variables.
Int. J. Approx. Reason.
Gil González-Rodríguez, Ana Colubi, Pierpaolo D'Urso, Manuel Montenegro
2008 J jnl
Temporal self-organizing maps for telecommunications market segmentation.
Neurocomputing
Pierpaolo D'Urso, Livia De Giovanni
2007 B conf
Fuzzy Clustering for Space-time Series Using Spatial Autocorrelation Information.
FUZZ-IEEE
Renato Coppi, Pierpaolo D'Urso, Paolo Giordani
2006 J jnl
A robust fuzzy
Comput. Stat.
Pierpaolo D'Urso, Paolo Giordani
2006 J jnl
A weighted fuzzy c.
Comput. Stat. Data Anal.
Pierpaolo D'Urso, Paolo Giordani
2006 — conf
An Asymptotic Test for Symmetry of Random Variables Based on Fuzzy Tools.
SMPS
Gil González-Rodríguez, Ana Colubi, Pierpaolo D'Urso, Paolo Giordani
2006 J jnl
Fuzzy clusterwise linear regression analysis with symmetrical fuzzy output variable.
Comput. Stat. Data Anal.
Pierpaolo D'Urso, Adriana Santoro
2006 J jnl
Fuzzy unsupervised classification of multivariate time trajectories with the Shannon entropy regularization.
Comput. Stat. Data Anal.
Renato Coppi, Pierpaolo D'Urso
2006 J jnl
Goodness of fit and variable selection in the fuzzy multiple linear regression.
Fuzzy Sets Syst.
Pierpaolo D'Urso, Adriana Santoro
2006 J jnl
Least squares estimation of a linear regression model with LR fuzzy response.
Comput. Stat. Data Anal.
Renato Coppi, Pierpaolo D'Urso, Paolo Giordani, Adriana Santoro
2005 J jnl
A possibilistic approach to latent component analysis for symmetric fuzzy data.
Fuzzy Sets Syst.
Pierpaolo D'Urso, Paolo Giordani
2005 J jnl
Fuzzy Clustering for Data Time Arrays With Inlier and Outlier Time Trajectories.
IEEE Trans. Fuzzy Syst.
Pierpaolo D'Urso
2004 J jnl
Fuzzy C-Means Clustering Models For Multivariate Time-Varying Data: Different Approaches.
Int. J. Uncertain. Fuzziness Knowl. Based Syst.
Pierpaolo D'Urso
2003 J jnl
Linear regression analysis for fuzzy/crisp input and fuzzy/crisp output data.
Comput. Stat. Data Anal.
Pierpaolo D'Urso
2003 J jnl
Three-way fuzzy clustering models for LR fuzzy time trajectories.
Comput. Stat. Data Anal.
Renato Coppi, Pierpaolo D'Urso
2002 J jnl
An "orderwise" polynomial regression procedure for fuzzy data.
Fuzzy Sets Syst.
Pierpaolo D'Urso, Tommaso Gastaldi