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Dino Pedreschi
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- affiliation: University of Pisa, Italy
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Journal Articles
- 2024
- [j85]Francesco Spinnato
, Riccardo Guidotti
, Anna Monreale
, Mirco Nanni
, Dino Pedreschi
, Fosca Giannotti
:
Understanding Any Time Series Classifier with a Subsequence-based Explainer. ACM Trans. Knowl. Discov. Data 18(2): 36:1-36:34 (2024) - 2023
- [j84]Francesco Bodria
, Fosca Giannotti, Riccardo Guidotti, Francesca Naretto, Dino Pedreschi, Salvatore Rinzivillo:
Benchmarking and survey of explanation methods for black box models. Data Min. Knowl. Discov. 37(5): 1719-1778 (2023) - [j83]Alistair Knott
, Dino Pedreschi, Raja Chatila, Tapabrata Chakraborti, Susan Leavy
, Ricardo Baeza-Yates, David M. Eyers, Andrew Trotman, Paul D. Teal, Przemyslaw Biecek, Stuart Russell, Yoshua Bengio:
Generative AI models should include detection mechanisms as a condition for public release. Ethics Inf. Technol. 25(4): 55 (2023) - [j82]Cecilia Panigutti
, Andrea Beretta
, Daniele Fadda
, Fosca Giannotti
, Dino Pedreschi
, Alan Perotti
, Salvatore Rinzivillo
:
Co-design of Human-centered, Explainable AI for Clinical Decision Support. ACM Trans. Interact. Intell. Syst. 13(4): 21:1-21:35 (2023) - 2022
- [j81]Ana Rita Nogueira
, Andrea Pugnana
, Salvatore Ruggieri, Dino Pedreschi, João Gama
:
Methods and tools for causal discovery and causal inference. WIREs Data Mining Knowl. Discov. 12(2) (2022) - 2021
- [j80]Mattia Setzu
, Riccardo Guidotti
, Anna Monreale
, Franco Turini, Dino Pedreschi
, Fosca Giannotti
:
GLocalX - From Local to Global Explanations of Black Box AI Models. Artif. Intell. 294: 103457 (2021) - [j79]Mirco Nanni, Gennady L. Andrienko, Albert-László Barabási, Chiara Boldrini, Francesco Bonchi, Ciro Cattuto, Francesca Chiaromonte, Giovanni Comandè, Marco Conti, Mark Coté, Frank Dignum, Virginia Dignum, Josep Domingo-Ferrer, Paolo Ferragina, Fosca Giannotti, Riccardo Guidotti, Dirk Helbing, Kimmo Kaski, János Kertész, Sune Lehmann, Bruno Lepri, Paul Lukowicz, Stan Matwin, David Megías Jiménez, Anna Monreale, Katharina Morik, Nuria Oliver, Andrea Passarella, Andrea Passerini, Dino Pedreschi
, Alex Pentland, Fabio Pianesi, Francesca Pratesi, Salvatore Rinzivillo, Salvatore Ruggieri, Arno Siebes, Vicenç Torra, Roberto Trasarti, Jeroen van den Hoven, Alessandro Vespignani:
Give more data, awareness and control to individual citizens, and they will help COVID-19 containment. Ethics Inf. Technol. 23(S1): 1-6 (2021) - [j78]Luca Pappalardo
, Valerio Grossi, Dino Pedreschi
:
Introduction to the special issue on social mining and big data ecosystem for open, responsible data science. Int. J. Data Sci. Anal. 11(4): 261-262 (2021) - [j77]Valerio Grossi, Fosca Giannotti, Dino Pedreschi
, Paolo Manghi
, Pasquale Pagano
, Massimiliano Assante
:
Data science: a game changer for science and innovation. Int. J. Data Sci. Anal. 11(4): 263-278 (2021) - [j76]Gennady L. Andrienko
, Natalia V. Andrienko, Chiara Boldrini
, Guido Caldarelli, Paolo Cintia, Stefano Cresci, Angelo Facchini
, Fosca Giannotti, Aristides Gionis, Riccardo Guidotti, Michael Mathioudakis
, Cristina Ioana Muntean
, Luca Pappalardo
, Dino Pedreschi
, Evangelos Pournaras, Francesca Pratesi, Maurizio Tesconi, Roberto Trasarti
:
(So) Big Data and the transformation of the city. Int. J. Data Sci. Anal. 11(4): 311-340 (2021) - [j75]Alina Sîrbu
, Gennady L. Andrienko
, Natalia V. Andrienko, Chiara Boldrini
, Marco Conti, Fosca Giannotti, Riccardo Guidotti, Simone Bertoli, Jisu Kim, Cristina Ioana Muntean
, Luca Pappalardo
, Andrea Passarella
, Dino Pedreschi
, Laura Pollacci, Francesca Pratesi, Rajesh Sharma:
Human migration: the big data perspective. Int. J. Data Sci. Anal. 11(4): 341-360 (2021) - [j74]Nikolaus Forgó, Stefanie Hänold, Jeroen van den Hoven, Tina Krügel, Iryna V. Lishchuk, René Mahieu, Anna Monreale, Dino Pedreschi
, Francesca Pratesi, David van Putten:
An ethico-legal framework for social data science. Int. J. Data Sci. Anal. 11(4): 377-390 (2021) - [j73]Alina Sîrbu
, Gennady L. Andrienko, Natalia V. Andrienko, Chiara Boldrini
, Marco Conti, Fosca Giannotti, Riccardo Guidotti, Simone Bertoli, Jisu Kim, Cristina Ioana Muntean, Luca Pappalardo, Andrea Passarella
, Dino Pedreschi
, Laura Pollacci, Francesca Pratesi, Rajesh Sharma:
Correction to: Human migration: the big data perspective. Int. J. Data Sci. Anal. 12(1): 77 (2021) - [j72]Nikolaus Forgó, Stefanie Hänold, Jeroen van den Hoven, Tina Krügel, Iryna V. Lishchuk, René Mahieu, Anna Monreale, Dino Pedreschi
, Francesca Pratesi, David van Putten:
Correction to: An ethico-legal framework for social data science. Int. J. Data Sci. Anal. 12(1): 79 (2021) - [j71]Cecilia Panigutti
, Alan Perotti
, André Panisson
, Paolo Bajardi
, Dino Pedreschi
:
FairLens: Auditing black-box clinical decision support systems. Inf. Process. Manag. 58(5): 102657 (2021) - [j70]Ioanna Miliou
, Xinyue Xiong, Salvatore Rinzivillo, Qian Zhang
, Giulio Rossetti
, Fosca Giannotti, Dino Pedreschi
, Alessandro Vespignani:
Predicting seasonal influenza using supermarket retail records. PLoS Comput. Biol. 17(7) (2021) - 2020
- [j69]Bilal Qureshi, Faisal Kamiran, Asim Karim, Salvatore Ruggieri, Dino Pedreschi
:
Causal inference for social discrimination reasoning. J. Intell. Inf. Syst. 54(2): 425-437 (2020) - [j68]Alessio Rossi
, Dino Pedreschi
, David A. Clifton, Davide Morelli
:
Error Estimation of Ultra-Short Heart Rate Variability Parameters: Effect of Missing Data Caused by Motion Artifacts. Sensors 20(24): 7122 (2020) - [j67]Mirco Nanni, Gennady L. Andrienko, Albert-László Barabási, Chiara Boldrini, Francesco Bonchi, Ciro Cattuto, Francesca Chiaromonte, Giovanni Comandè, Marco Conti, Mark Coté, Frank Dignum, Virginia Dignum, Josep Domingo-Ferrer, Paolo Ferragina, Fosca Giannotti, Riccardo Guidotti, Dirk Helbing, Kimmo Kaski, János Kertész, Sune Lehmann, Bruno Lepri, Paul Lukowicz, Stan Matwin, David Megías, Anna Monreale, Katharina Morik, Nuria Oliver, Andrea Passarella, Andrea Passerini, Dino Pedreschi, Alex Pentland, Fabio Pianesi, Francesca Pratesi, Salvatore Rinzivillo, Salvatore Ruggieri, Arno Siebes, Vicenç Torra
, Roberto Trasarti, Jeroen van den Hoven, Alessandro Vespignani:
Give more data, awareness and control to individual citizens, and they will help COVID-19 containment. Trans. Data Priv. 13(1): 61-66 (2020) - [j66]Boxiang Dong
, Hui Wang, Anna Monreale
, Dino Pedreschi
, Fosca Giannotti, Wenge Guo:
Authenticated Outlier Mining for Outsourced Databases. IEEE Trans. Dependable Secur. Comput. 17(2): 222-235 (2020) - 2019
- [j65]Riccardo Guidotti
, Anna Monreale, Salvatore Ruggieri, Franco Turini, Fosca Giannotti, Dino Pedreschi
:
A Survey of Methods for Explaining Black Box Models. ACM Comput. Surv. 51(5): 93:1-93:42 (2019) - [j64]Riccardo Guidotti, Anna Monreale, Fosca Giannotti, Dino Pedreschi
, Salvatore Ruggieri, Franco Turini:
Factual and Counterfactual Explanations for Black Box Decision Making. IEEE Intell. Syst. 34(6): 14-23 (2019) - [j63]Laura Pollacci
, Riccardo Guidotti, Giulio Rossetti
, Fosca Giannotti, Dino Pedreschi
:
The italian music superdiversity - Geography, emotion and language: one resource to find them, one resource to rule them all. Multim. Tools Appl. 78(3): 3297-3319 (2019) - [j62]Luca Pappalardo
, Paolo Cintia, Paolo Ferragina
, Emanuele Massucco, Dino Pedreschi
, Fosca Giannotti:
PlayeRank: Data-driven Performance Evaluation and Player Ranking in Soccer via a Machine Learning Approach. ACM Trans. Intell. Syst. Technol. 10(5): 59:1-59:27 (2019) - [j61]Riccardo Guidotti
, Giulio Rossetti
, Luca Pappalardo
, Fosca Giannotti, Dino Pedreschi
:
Personalized Market Basket Prediction with Temporal Annotated Recurring Sequences. IEEE Trans. Knowl. Data Eng. 31(11): 2151-2163 (2019) - 2018
- [j60]Letizia Milli
, Giulio Rossetti
, Dino Pedreschi
, Fosca Giannotti:
Active and passive diffusion processes in complex networks. Appl. Netw. Sci. 3(1): 42:1-42:15 (2018) - [j59]Riccardo Guidotti
, Lorenzo Gabrielli, Anna Monreale, Dino Pedreschi
, Fosca Giannotti:
Discovering temporal regularities in retail customers' shopping behavior. EPJ Data Sci. 7(1): 6 (2018) - [j58]Giulio Rossetti
, Letizia Milli
, Salvatore Rinzivillo, Alina Sîrbu
, Dino Pedreschi
, Fosca Giannotti:
NDlib: a python library to model and analyze diffusion processes over complex networks. Int. J. Data Sci. Anal. 5(1): 61-79 (2018) - [j57]Valerio Grossi, Beatrice Rapisarda, Fosca Giannotti, Dino Pedreschi
:
Data science at SoBigData: the European research infrastructure for social mining and big data analytics. Int. J. Data Sci. Anal. 6(3): 205-216 (2018) - [j56]Francesca Pratesi, Anna Monreale, Roberto Trasarti, Fosca Giannotti, Dino Pedreschi, Tadashi Yanagihara:
PRUDEnce: a System for Assessing Privacy Risk vs Utility in Data Sharing Ecosystems. Trans. Data Priv. 11(2): 139-167 (2018) - 2017
- [j55]Christian Bessiere, Luc De Raedt
, Tias Guns
, Lars Kotthoff
, Mirco Nanni, Siegfried Nijssen
, Barry O'Sullivan
, Anastasia Paparrizou, Dino Pedreschi
, Helmut Simonis:
The Inductive Constraint Programming Loop. IEEE Intell. Syst. 32(5): 44-52 (2017) - [j54]Riccardo Guidotti, Mirco Nanni
, Salvatore Rinzivillo, Dino Pedreschi
, Fosca Giannotti:
Never drive alone: Boosting carpooling with network analysis. Inf. Syst. 64: 237-257 (2017) - [j53]Giulio Rossetti
, Luca Pappalardo
, Dino Pedreschi
, Fosca Giannotti:
Tiles: an online algorithm for community discovery in dynamic social networks. Mach. Learn. 106(8): 1213-1241 (2017) - [j52]Giulio Rossetti
, Dino Pedreschi
, Fosca Giannotti:
Node-centric Community Discovery: From static to dynamic social network analysis. Online Soc. Networks Media 3-4: 32-48 (2017) - 2016
- [j51]Luca Pappalardo
, Maarten Vanhoof, Lorenzo Gabrielli, Zbigniew Smoreda
, Dino Pedreschi
, Fosca Giannotti:
An analytical framework to nowcast well-being using mobile phone data. Int. J. Data Sci. Anal. 2(1-2): 75-92 (2016) - [j50]Riccardo Guidotti, Anna Monreale, Salvatore Rinzivillo, Dino Pedreschi
, Fosca Giannotti:
Unveiling mobility complexity through complex network analysis. Soc. Netw. Anal. Min. 6(1): 59:1-59:21 (2016) - [j49]Giulio Rossetti
, Riccardo Guidotti, Ioanna Miliou
, Dino Pedreschi
, Fosca Giannotti:
A supervised approach for intra-/inter-community interaction prediction in dynamic social networks. Soc. Netw. Anal. Min. 6(1): 86:1-86:20 (2016) - [j48]Giulio Rossetti
, Luca Pappalardo
, Riivo Kikas, Dino Pedreschi
, Fosca Giannotti, Marlon Dumas
:
Homophilic network decomposition: a community-centric analysis of online social services. Soc. Netw. Anal. Min. 6(1): 103:1-103:18 (2016) - [j47]Mirco Nanni, Roberto Trasarti
, Anna Monreale, Valerio Grossi, Dino Pedreschi
:
Driving Profiles Computation and Monitoring for Car Insurance CRM. ACM Trans. Intell. Syst. Technol. 8(1): 14:1-14:26 (2016) - 2015
- [j46]Sara Hajian, Josep Domingo-Ferrer
, Anna Monreale
, Dino Pedreschi
, Fosca Giannotti:
Discrimination- and privacy-aware patterns. Data Min. Knowl. Discov. 29(6): 1733-1782 (2015) - 2014
- [j45]Anna Monreale
, Dino Pedreschi
, Ruggero G. Pensa
, Fabio Pinelli
:
Anonymity preserving sequential pattern mining. Artif. Intell. Law 22(2): 141-173 (2014) - [j44]Anna Monreale
, Salvatore Rinzivillo
, Francesca Pratesi
, Fosca Giannotti, Dino Pedreschi
:
Privacy-by-design in big data analytics and social mining. EPJ Data Sci. 3(1): 10 (2014) - [j43]Diego Pennacchioli, Michele Coscia, Salvatore Rinzivillo
, Fosca Giannotti, Dino Pedreschi
:
The retail market as a complex system. EPJ Data Sci. 3(1): 33 (2014) - [j42]Michele Coscia, Giulio Rossetti
, Fosca Giannotti, Dino Pedreschi
:
Uncovering Hierarchical and Overlapping Communities with a Local-First Approach. ACM Trans. Knowl. Discov. Data 9(1): 6:1-6:27 (2014) - 2013
- [j41]Michele Berlingerio, Michele Coscia, Fosca Giannotti, Anna Monreale
, Dino Pedreschi
:
Evolving networks: Eras and turning points. Intell. Data Anal. 17(1): 27-48 (2013) - [j40]Stefano Ceri, Themis Palpanas, Emanuele Della Valle, Dino Pedreschi
, Johann-Christoph Freytag, Roberto Trasarti
:
Towards mega-modeling: a walk through data analysis experiences. SIGMOD Rec. 42(3): 19-27 (2013) - [j39]Fosca Giannotti, Laks V. S. Lakshmanan, Anna Monreale
, Dino Pedreschi
, Wendy Hui Wang:
Privacy-Preserving Mining of Association Rules From Outsourced Transaction Databases. IEEE Syst. J. 7(3): 385-395 (2013) - [j38]Michele Berlingerio, Michele Coscia, Fosca Giannotti, Anna Monreale
, Dino Pedreschi
:
Multidimensional networks: foundations of structural analysis. World Wide Web 16(5-6): 567-593 (2013) - 2012
- [j37]Salvatore Rinzivillo, Simone Mainardi, Fabio Pezzoni, Michele Coscia, Dino Pedreschi
, Fosca Giannotti:
Discovering the Geographical Borders of Human Mobility. Künstliche Intell. 26(3): 253-260 (2012) - [j36]Davy Janssens
, Fosca Giannotti, Mirco Nanni, Dino Pedreschi
, Salvatore Rinzivillo:
Data Science for Simulating the Era of Electric Vehicles. Künstliche Intell. 26(3): 275-278 (2012) - 2011
- [j35]Roberto Trasarti
, Fosca Giannotti, Mirco Nanni, Dino Pedreschi
, Chiara Renso
:
A Query Language for Mobility Data Mining. Int. J. Data Warehous. Min. 7(1): 24-45 (2011) - [j34]Michele Berlingerio, Michele Coscia, Fosca Giannotti, Anna Monreale
, Dino Pedreschi
:
The pursuit of hubbiness: Analysis of hubs in large multidimensional networks. J. Comput. Sci. 2(3): 223-237 (2011) - [j33]Michele Coscia, Fosca Giannotti, Dino Pedreschi
:
A classification for community discovery methods in complex networks. Stat. Anal. Data Min. 4(5): 512-546 (2011) - [j32]Aris Gkoulalas-Divanis, Yücel Saygin, Dino Pedreschi:
Privacy in mobility data mining. SIGKDD Explor. 13(1): 4-5 (2011) - [j31]Anna Monreale, Roberto Trasarti, Dino Pedreschi, Chiara Renso, Vania Bogorny:
C-safety: a framework for the anonymization of semantic trajectories. Trans. Data Priv. 4(2): 73-101 (2011) - [j30]Fosca Giannotti, Mirco Nanni, Dino Pedreschi
, Fabio Pinelli
, Chiara Renso
, Salvatore Rinzivillo
, Roberto Trasarti
:
Unveiling the complexity of human mobility by querying and mining massive trajectory data. VLDB J. 20(5): 695-719 (2011) - 2010
- [j29]Salvatore Ruggieri, Dino Pedreschi
, Franco Turini:
Integrating induction and deduction for finding evidence of discrimination. Artif. Intell. Law 18(1): 1-43 (2010) - [j28]Anna Monreale, Gennady L. Andrienko, Natalia V. Andrienko, Fosca Giannotti, Dino Pedreschi, Salvatore Rinzivillo, Stefan Wrobel:
Movement Data Anonymity through Generalization. Trans. Data Priv. 3(2): 91-121 (2010) - [j27]Salvatore Ruggieri, Dino Pedreschi
, Franco Turini:
Data mining for discrimination discovery. ACM Trans. Knowl. Discov. Data 4(2): 9:1-9:40 (2010) - 2008
- [j26]Salvatore Rinzivillo
, Dino Pedreschi
, Mirco Nanni, Fosca Giannotti, Natalia V. Andrienko
, Gennady L. Andrienko
:
Visually driven analysis of movement data by progressive clustering. Inf. Vis. 7(3-4): 225-239 (2008) - [j25]Maurizio Atzori, Francesco Bonchi, Fosca Giannotti, Dino Pedreschi
:
Anonymity preserving pattern discovery. VLDB J. 17(4): 703-727 (2008) - 2006
- [j24]Mirco Nanni, Dino Pedreschi
:
Time-focused clustering of trajectories of moving objects. J. Intell. Inf. Syst. 27(3): 267-289 (2006) - 2005
- [j23]Maurizio Atzori, Francesco Bonchi, Fosca Giannotti, Dino Pedreschi:
Anonymity and data mining. Comput. Syst. Sci. Eng. 20(5) (2005) - [j22]Francesco Bonchi, Fosca Giannotti, Alessio Mazzanti, Dino Pedreschi
:
Exante: A Preprocessing Method for Frequent-Pattern Mining. IEEE Intell. Syst. 20(3): 25-31 (2005) - [j21]Francesco Bonchi, Fosca Giannotti, Alessio Mazzanti, Dino Pedreschi
:
Efficient breadth-first mining of frequent pattern with monotone constraints. Knowl. Inf. Syst. 8(2): 131-153 (2005) - 2004
- [j20]Dino Pedreschi
, Salvatore Ruggieri:
Bounded Nondeterminism of Logic Programs. Ann. Math. Artif. Intell. 42(4): 313-343 (2004) - 2003
- [j19]Dino Pedreschi
, Salvatore Ruggieri:
On logic programs that always succeed. Sci. Comput. Program. 48(2-3): 163-196 (2003) - 2002
- [j18]Dino Pedreschi
, Salvatore Ruggieri, Jan-Georg Smaus:
Classes of terminating logic programs. Theory Pract. Log. Program. 2(3): 369-418 (2002) - 2001
- [j17]Francesco Bonchi, Fosca Giannotti, Cristian Gozzi, Giuseppe Manco
, Mirco Nanni, Dino Pedreschi
, Chiara Renso
, Salvatore Ruggieri:
Web log data warehousing and mining for intelligent web caching. Data Knowl. Eng. 39(2): 165-189 (2001) - [j16]Fosca Giannotti, Dino Pedreschi
, Carlo Zaniolo:
Semantics and Expressive Power of Nondeterministic Constructs in Deductive Databases. J. Comput. Syst. Sci. 62(1): 15-42 (2001) - [j15]Fosca Giannotti, Giuseppe Manco
, Mirco Nanni, Dino Pedreschi
:
Nondeterministic, Nonmonotonic Logic Databases. IEEE Trans. Knowl. Data Eng. 13(5): 813-823 (2001) - 2000
- [j14]Marat Fayzullin, Mirco Nanni, Dino Pedreschi
, V. S. Subrahmanian:
Foundations of distributed interaction systems. Ann. Math. Artif. Intell. 28(1-4): 127-168 (2000) - 1999
- [j13]Dino Pedreschi
, Salvatore Ruggieri:
Verification of Logic Programs. J. Log. Program. 39(1-3): 125-176 (1999) - 1998
- [j12]Dino Pedreschi
, Salvatore Ruggieri:
Weakest Preconditions for Pure Prolog Programs. Inf. Process. Lett. 67(3): 145-150 (1998) - [j11]Fosca Giannotti, Dino Pedreschi
:
Datalog with Non-Deterministic Choice Computers NDB-PTIME. J. Log. Program. 35(1): 79-101 (1998) - 1997
- [j10]Dino Pedreschi, V. S. Subrahmanian:
Non-determinism in Deductive Databases - Preface. Ann. Math. Artif. Intell. 19(1-2): 1-2 (1997) - [j9]Dino Pedreschi
, Salvatore Ruggieri:
Verification of Meta-Interpreters. J. Log. Comput. 7(2): 267-303 (1997) - 1996
- [j8]Krzysztof R. Apt, Maurizio Gabbrielli
, Dino Pedreschi
:
A Closer Look at Declarative Interpretations. J. Log. Program. 28(2): 147-180 (1996) - 1994
- [j7]Fosca Giannotti, Dino Pedreschi, Carlo Zaniolo:
Declarative Semantics for Pruning Operators in Logic Programming. Methods Log. Comput. Sci. 1(1): 61-76 (1994) - [j6]Antonio Brogi
, Paolo Mancarella, Dino Pedreschi
, Franco Turini:
Modular Logic Programming. ACM Trans. Program. Lang. Syst. 16(4): 1361-1398 (1994) - 1993
- [j5]Krzysztof R. Apt, Dino Pedreschi
:
Reasoning about Termination of Pure Prolog Programs. Inf. Comput. 106(1): 109-157 (1993) - 1990
- [j4]Roberto Barbuti, Paolo Mancarella, Dino Pedreschi
, Franco Turini:
A Transformational Approach to Negation in Logic Programming. J. Log. Program. 8(3): 201-228 (1990) - 1988
- [j3]Paolo Mancarella, Simone Martini
, Dino Pedreschi
:
Complete Logic Programs with Domain-Closure Axiom. J. Log. Program. 5(3): 263-276 (1988) - 1987
- [j2]Fosca Giannotti, Attilio Matteucci, Dino Pedreschi
, Franco Turini:
Symbolic Evaluation with Structural Recursive Symbolic Constants. Sci. Comput. Program. 9(2): 161-177 (1987) - 1985
- [j1]Vincenzo Ambriola, Fosca Giannotti, Dino Pedreschi
, Franco Turini:
Symbolic Semantics and Program Reduction. IEEE Trans. Software Eng. 11(8): 784-794 (1985)
Conference and Workshop Papers
- 2024
- [c155]Avigyan Bhattacharya
, Tapabrata Chakraborti
, Subhadip Basu
, Alistair Knott
, Dino Pedreschi
, Raja G. Chatila
, Susan Leavy
, David M. Eyers
, Paul D. Teal
, Przemyslaw Biecek
:
Towards a crowdsourced framework for online hate speech moderation - a case study in the Indian political scenario. WebSci (Companion) 2024: 75-84 - 2023
- [c154]Luca Corbucci
, Anna Monreale
, Cecilia Panigutti
, Michela Natilli
, Simona Smiraglio, Dino Pedreschi
:
Semantic Enrichment of Explanations of AI Models for Healthcare. DS 2023: 216-229 - [c153]Fosca Giannotti, Riccardo Guidotti, Anna Monreale, Luca Pappalardo, Dino Pedreschi, Roberto Pellungrini, Francesca Pratesi, Salvatore Rinzivillo, Salvatore Ruggieri, Mattia Setzu, Rosaria Deluca:
Trustworthy AI at KDD Lab. Ital-IA 2023: 388-393 - [c152]Luca Pappalardo, Matteo Böhm, Giuliano Cornacchia, Giovanni Mauro, Dino Pedreschi, Mirco Nanni:
Human mobility, AI assistants, and urban emissions: an insidious triangle. Ital-IA 2023: 585-589 - [c151]Giuliano Cornacchia, Mirco Nanni, Dino Pedreschi, Luca Pappalardo
:
Effects of Route Randomization on Urban Emissions. SUMO 2023: 75-87 - 2022
- [c150]Mahtab Sarvmaili, Riccardo Guidotti, Anna Monreale, Amílcar Soares, Zahra Sadeghi, Fosca Giannotti, Dino Pedreschi, Stan Matwin:
A Modularized Framework for Explaining Black Box Classifiers for Text Data. Canadian AI 2022 - [c149]Francesca Naretto, Francesco Bodria, Fosca Giannotti, Dino Pedreschi:
Benchmark Analysis of Black Box Local Explanation Methods. XAI.it@AI*IA 2022: 73-87 - [c148]Cecilia Panigutti
, Andrea Beretta, Fosca Giannotti, Dino Pedreschi:
Understanding the impact of explanations on advice-taking: a user study for AI-based clinical Decision Support Systems. CHI 2022: 568:1-568:9 - [c147]Andrea Fedele
, Riccardo Guidotti, Dino Pedreschi:
Explaining Siamese Networks in Few-Shot Learning for Audio Data. DS 2022: 509-524 - [c146]Francesco Bodria, Riccardo Guidotti, Fosca Giannotti, Dino Pedreschi:
Interpretable Latent Space to Enable Counterfactual Explanations. DS 2022: 525-540 - [c145]Francesco Bodria, Riccardo Guidotti, Fosca Giannotti, Dino Pedreschi:
Transparent Latent Space Counterfactual Explanations for Tabular Data. DSAA 2022: 1-10 - [c144]Giuliano Cornacchia, Matteo Böhm
, Giovanni Mauro, Mirco Nanni, Dino Pedreschi, Luca Pappalardo
:
How routing strategies impact urban emissions. SIGSPATIAL/GIS 2022: 42:1-42:4 - [c143]Francesco Bodria, Salvatore Rinzivillo, Daniele Fadda, Riccardo Guidotti, Fosca Giannotti, Dino Pedreschi:
Explaining Black Box with Visual Exploration of Latent Space. EuroVis (Short Papers) 2022: 85-89 - 2021
- [c142]Dino Pedreschi
, Frank Dignum
, Virginia Morini
, Valentina Pansanella
, Giuliano Cornacchia
:
Towards a Social Artificial Intelligence. ACAI 2021: 415-428 - [c141]Mahtab Sarvmaili, Amílcar Soares, Riccardo Guidotti, Anna Monreale, Fosca Giannotti, Dino Pedreschi, Stan Matwin:
A modularized framework for explaining hierarchical attention networks on text classifiers. Canadian AI 2021 - [c140]Remo Andreoli, Tommaso Cucinotta, Dino Pedreschi:
RT-MongoDB: A NoSQL Database with Differentiated Performance. CLOSER 2021: 77-86 - 2020
- [c139]Riccardo Guidotti, Anna Monreale, Stan Matwin
, Dino Pedreschi:
Explaining Image Classifiers Generating Exemplars and Counter-Exemplars from Latent Representations. AAAI 2020: 13665-13668 - [c138]Riccardo Guidotti, Anna Monreale, Francesco Spinnato
, Dino Pedreschi
, Fosca Giannotti:
Explaining Any Time Series Classifier. CogMI 2020: 167-176 - [c137]Omid Isfahani Alamdari
, Mirco Nanni, Roberto Trasarti, Dino Pedreschi:
Towards In-Memory Sub-Trajectory Similarity Search. EDBT/ICDT Workshops 2020 - [c136]Cecilia Panigutti
, Alan Perotti
, Dino Pedreschi
:
Doctor XAI: an ontology-based approach to black-box sequential data classification explanations. FAT* 2020: 629-639 - [c135]Riccardo Guidotti, Mirco Nanni, Fosca Giannotti, Dino Pedreschi
, Simone Bertoli, Biagio Speciale, Hillel Rapoport:
Measuring Immigrants Adoption of Natives Shopping Consumption with Machine Learning. ECML/PKDD (5) 2020: 369-385 - 2019
- [c134]Dino Pedreschi, Fosca Giannotti, Riccardo Guidotti, Anna Monreale, Salvatore Ruggieri, Franco Turini:
Meaningful Explanations of Black Box AI Decision Systems. AAAI 2019: 9780-9784 - [c133]Michela Natilli
, Daniele Fadda, Salvatore Rinzivillo, Dino Pedreschi
, Federica Licari:
Analysis and Visualization of Performance Indicators in University Admission Tests. FM Workshops (1) 2019: 186-199 - [c132]Riccardo Guidotti, Anna Monreale, Stan Matwin
, Dino Pedreschi
:
Black Box Explanation by Learning Image Exemplars in the Latent Feature Space. ECML/PKDD (1) 2019: 189-205 - [c131]Daniele Boncoraglio, Francesca Deri, Francesco Distefano, Daniele Fadda, Giorgio Filippi, Giuseppe Forte, Federica Licari, Michela Natilli, Dino Pedreschi, Salvatore Rinzivillo:
A Visual Analytics Platform to Measure Performance on University Entrance Tests. SEBD 2019 - 2018
- [c130]Riccardo Guidotti, Jacopo Soldani
, Davide Neri
, Antonio Brogi
, Dino Pedreschi
:
Helping Your Docker Images to Spread Based on Explainable Models. ECML/PKDD (3) 2018: 205-221 - 2017
- [c129]Laura Pollacci, Alina Sîrbu
, Fosca Giannotti, Dino Pedreschi
, Claudio Lucchese, Cristina Ioana Muntean
:
Sentiment Spreading: An Epidemic Model for Lexicon-Based Sentiment Analysis on Twitter. AI*IA 2017: 114-127 - [c128]Letizia Milli
, Giulio Rossetti
, Dino Pedreschi
, Fosca Giannotti:
Information Diffusion in Complex Networks: The Active/Passive Conundrum. COMPLEX NETWORKS 2017: 305-313 - [c127]Giulio Rossetti
, Letizia Milli
, Salvatore Rinzivillo, Alina Sîrbu
, Dino Pedreschi
, Fosca Giannotti:
NDlib: Studying Network Diffusion Dynamics. DSAA 2017: 155-164 - [c126]Riccardo Guidotti, Roberto Trasarti
, Mirco Nanni, Fosca Giannotti, Dino Pedreschi
:
There's a Path for Everyone: A Data-Driven Personal Model Reproducing Mobility Agendas. DSAA 2017: 303-312 - [c125]Francesca Pratesi
, Anna Monreale, Fosca Giannotti, Dino Pedreschi
:
Privacy Preserving Multidimensional Profiling. GOODTECHS 2017: 142-152 - [c124]Laura Pollacci, Riccardo Guidotti, Giulio Rossetti
, Fosca Giannotti, Dino Pedreschi
:
The Fractal Dimension of Music: Geography, Popularity and Sentiment Analysis. GOODTECHS 2017: 183-194 - [c123]Riccardo Guidotti, Giulio Rossetti
, Luca Pappalardo
, Fosca Giannotti, Dino Pedreschi
:
Market Basket Prediction Using User-Centric Temporal Annotated Recurring Sequences. ICDM 2017: 895-900 - [c122]Riccardo Guidotti, Anna Monreale, Mirco Nanni, Fosca Giannotti, Dino Pedreschi
:
Clustering Individual Transactional Data for Masses of Users. KDD 2017: 195-204 - 2016
- [c121]Fosca Giannotti, Lorenzo Gabrielli, Dino Pedreschi
, Salvatore Rinzivillo:
Understanding Human Mobility with Big Data. Solving Large Scale Learning Tasks 2016: 208-220 - [c120]Riccardo Guidotti, Michele Coscia, Dino Pedreschi
, Diego Pennacchioli:
Going Beyond GDP to Nowcast Well-Being Using Retail Market Data. NetSci-X 2016: 29-42 - [c119]Riccardo Guidotti, Giulio Rossetti
, Dino Pedreschi
:
Audio Ergo Sum - A Personal Data Model for Musical Preferences. STAF Workshops 2016: 51-66 - 2015
- [c118]Giulio Rossetti
, Luca Pappalardo
, Riivo Kikas, Dino Pedreschi
, Fosca Giannotti, Marlon Dumas
:
Community-centric analysis of user engagement in Skype social network. ASONAM 2015: 547-552 - [c117]Giulio Rossetti
, Riccardo Guidotti, Diego Pennacchioli, Dino Pedreschi
, Fosca Giannotti:
Interaction Prediction in Dynamic Networks exploiting Community Discovery. ASONAM 2015: 553-558 - [c116]Luca Pappalardo
, Dino Pedreschi
, Zbigniew Smoreda
, Fosca Giannotti:
Using big data to study the link between human mobility and socio-economic development. IEEE BigData 2015: 871-878 - [c115]Lorenzo Gabrielli, Barbara Furletti, Roberto Trasarti
, Fosca Giannotti, Dino Pedreschi
:
City users' classification with mobile phone data. IEEE BigData 2015: 1007-1012 - [c114]Paolo Cintia, Fosca Giannotti, Luca Pappalardo
, Dino Pedreschi
, Marco Malvaldi:
The harsh rule of the goals: Data-driven performance indicators for football teams. DSAA 2015: 1-10 - [c113]Riccardo Guidotti, Michele Coscia, Dino Pedreschi
, Diego Pennacchioli:
Behavioral entropy and profitability in retail. DSAA 2015: 1-10 - [c112]Letizia Milli
, Anna Monreale
, Giulio Rossetti
, Dino Pedreschi
, Fosca Giannotti, Fabrizio Sebastiani
:
Quantification in social networks. DSAA 2015: 1-10 - [c111]Valerio Grossi, Anna Monreale
, Mirco Nanni, Dino Pedreschi
, Franco Turini:
Clustering Formulation Using Constraint Optimization. SEFM Workshops 2015: 93-107 - 2014
- [c110]Anirban Basu, Juan Camilo Corena, Anna Monreale
, Dino Pedreschi
, Fosca Giannotti, Shinsaku Kiyomoto, Jaideep Vaidya, Yutaka Miyake:
CF-inspired Privacy-Preserving Prediction of Next Location in the Cloud. CloudCom 2014: 731-734 - [c109]Salvatore Rinzivillo
, Lorenzo Gabrielli, Mirco Nanni, Luca Pappalardo
, Dino Pedreschi
, Fosca Giannotti:
The purpose of motion: Learning activities from Individual Mobility Networks. DSAA 2014: 312-318 - [c108]Roberto Trasarti, Barbara Furletti, Lorenzo Gabrielli, Mirco Nanni, Dino Pedreschi:
Big data analytics for smart mobility: a case study. EDBT/ICDT Workshops 2014: 363-364 - [c107]Diego Pennacchioli, Michele Coscia, Dino Pedreschi
:
Overlap versus partition: Marketing classification and customer profiling in complex networks of products. ICDE Workshops 2014: 103-110 - [c106]Anirban Basu, Anna Monreale, Juan Camilo Corena, Fosca Giannotti, Dino Pedreschi
, Shinsaku Kiyomoto, Yutaka Miyake, Tadashi Yanagihara, Roberto Trasarti
:
A Privacy Risk Model for Trajectory Data. IFIPTM 2014: 125-140 - [c105]Sara Hajian, Anna Monreale
, Dino Pedreschi
, Josep Domingo-Ferrer
, Fosca Giannotti:
Fair pattern discovery. SAC 2014: 113-120 - [c104]Paolo Cintia, Luca Pappalardo, Dino Pedreschi:
Mining efficient training patterns of non-professional cyclists. SEBD 2014: 1-8 - [c103]Diego Pennacchioli, Giulio Rossetti, Luca Pappalardo, Dino Pedreschi, Fosca Giannotti, Michele Coscia:
The patterns of musical influence on the Last.Fm social network. SEBD 2014: 284-291 - [c102]Riccardo Guidotti, Anna Monreale
, Salvatore Rinzivillo
, Dino Pedreschi
, Fosca Giannotti:
Retrieving Points of Interest from Human Systematic Movements. SEFM Workshops 2014: 294-308 - 2013
- [c101]Anna Monreale
, Wendy Hui Wang, Francesca Pratesi
, Salvatore Rinzivillo
, Dino Pedreschi
, Gennady L. Andrienko
, Natalia V. Andrienko
:
Privacy-Preserving Distributed Movement Data Aggregation. AGILE Conf. 2013: 225-245 - [c100]Diego Pennacchioli, Michele Coscia, Salvatore Rinzivillo
, Dino Pedreschi
, Fosca Giannotti:
Explaining the product range effect in purchase data. IEEE BigData 2013: 648-656 - [c99]Paolo Cintia, Luca Pappalardo
, Dino Pedreschi
:
"Engine Matters": A First Large Scale Data Driven Study on Cyclists' Performance. ICDM Workshops 2013: 147-153 - [c98]Letizia Milli
, Anna Monreale
, Giulio Rossetti
, Fosca Giannotti, Dino Pedreschi
, Fabrizio Sebastiani
:
Quantification Trees. ICDM 2013: 528-536 - [c97]Rebecca Ong, Mirco Nanni, Chiara Renso
, Monica Wachowicz, Dino Pedreschi
:
Parameter Estimation and Pattern Validation in Flock Mining. NFMCP 2013: 3-17 - [c96]Luca Pappalardo, Giulio Rossetti, Dino Pedreschi:
Measuring tie strength in multidimensional networks. SEBD 2013: 223-230 - [c95]Luca Pappalardo, Salvatore Rinzivillo, Dino Pedreschi, Fosca Giannotti:
Validating general human mobility patterns on massive GPS data. SEBD 2013: 305-312 - [c94]Francesca Pratesi, Anna Monreale, Hui Wang, Salvatore Rinzivillo, Dino Pedreschi, Gennady L. Andrienko, Natalia V. Andrienko:
Privacy-Aware Distributed Mobility Data Analytics. SEBD 2013: 329-342 - [c93]Diego Pennacchioli, Giulio Rossetti
, Luca Pappalardo
, Dino Pedreschi
, Fosca Giannotti, Michele Coscia:
The Three Dimensions of Social Prominence. SocInfo 2013: 319-332 - 2012
- [c92]Michele Coscia, Salvatore Rinzivillo
, Fosca Giannotti, Dino Pedreschi
:
Optimal Spatial Resolution for the Analysis of Human Mobility. ASONAM 2012: 248-252 - [c91]Luca Pappalardo
, Giulio Rossetti
, Dino Pedreschi
:
"How Well Do We Know Each Other?" Detecting Tie Strength in Multidimensional Social Networks. ASONAM 2012: 1040-1045 - [c90]Stefano Ceri, Emanuele Della Valle, Dino Pedreschi
, Roberto Trasarti
:
Mega-modeling for Big Data Analytics. ER 2012: 1-15 - [c89]Sara Hajian, Anna Monreale
, Dino Pedreschi
, Josep Domingo-Ferrer
, Fosca Giannotti:
Injecting Discrimination and Privacy Awareness Into Pattern Discovery. ICDM Workshops 2012: 360-369 - [c88]Mirco Nanni, Roberto Trasarti
, Giulio Rossetti
, Dino Pedreschi
:
Efficient distributed computation of human mobility aggregates through user mobility profiles. UrbComp@KDD 2012: 87-94 - [c87]Michele Coscia, Giulio Rossetti
, Fosca Giannotti, Dino Pedreschi
:
DEMON: a local-first discovery method for overlapping communities. KDD 2012: 615-623 - [c86]Ruilin Liu, Wendy Hui Wang, Anna Monreale
, Dino Pedreschi
, Fosca Giannotti, Wenge Guo
:
AUDIO: An Integrity Auditing Framework of Outlier-Mining-as-a-Service Systems. ECML/PKDD (2) 2012: 1-18 - [c85]Dino Pedreschi
, Salvatore Ruggieri, Franco Turini:
A study of top-k measures for discrimination discovery. SAC 2012: 126-131 - [c84]Michele Coscia, Fosca Giannotti, Dino Pedreschi
:
Towards Democratic Group Detection in Complex Networks. SBP 2012: 105-113 - [c83]Fosca Giannotti, Laks V. S. Lakshmanan, Anna Monreale, Dino Pedreschi, Wendy Hui Wang:
Privacy-preserving Mining of Association Rules from Outsourced Transaction Databases. SEBD 2012: 233-242 - [c82]Tom Bellemans
, Sebastian Bothe, Sungjin Cho
, Fosca Giannotti, Davy Janssens
, Luk Knapen
, Christine Körner, Michael May, Mirco Nanni, Dino Pedreschi
, Hendrik Stange, Roberto Trasarti
, Ansar-Ul-Haque Yasar
, Geert Wets
:
An Agent-Based Model to Evaluate Carpooling at Large Manufacturing Plants. ANT/MobiWIS 2012: 1221-1227 - 2011
- [c81]Michele Berlingerio, Michele Coscia, Fosca Giannotti, Anna Monreale
, Dino Pedreschi
:
Foundations of Multidimensional Network Analysis. ASONAM 2011: 485-489 - [c80]Dashun Wang, Dino Pedreschi
, Chaoming Song, Fosca Giannotti, Albert-László Barabási:
Human mobility, social ties, and link prediction. KDD 2011: 1100-1108 - [c79]Chatschik Bisdikian, Bernhard Mitschang, Dino Pedreschi
, Vincent S. Tseng, Claudio Bettini
:
Challenges for Mobile Data Management in the Era of Cloud and Social Computing. Mobile Data Management (1) 2011: 6 - 2010
- [c78]Mirco Nanni, Roberto Trasarti
, Chiara Renso
, Fosca Giannotti, Dino Pedreschi
:
Advanced knowledge discovery on movement data with the GeoPKDD system. EDBT 2010: 693-696 - [c77]Fosca Giannotti, Mirco Nanni, Dino Pedreschi
, Fabio Pinelli
, Chiara Renso, Salvatore Rinzivillo, Roberto Trasarti
:
Mobility data mining: discovering movement patterns from trajectory data. Computational Transportation Science 2010: 7-10 - [c76]Anna Monreale
, Roberto Trasarti
, Chiara Renso
, Dino Pedreschi
, Vania Bogorny:
Preserving privacy in semantic-rich trajectories of human mobility. SPRINGL 2010: 47-54 - [c75]Michele Berlingerio, Michele Coscia, Fosca Giannotti, Anna Monreale
, Dino Pedreschi
:
Towards discovery of eras in social networks. ICDE Workshops 2010: 278-281 - [c74]Michele Berlingerio, Michele Coscia, Fosca Giannotti, Anna Monreale
, Dino Pedreschi
:
As Time Goes by: Discovering Eras in Evolving Social Networks. PAKDD (1) 2010: 81-90 - [c73]Roberto Trasarti
, Salvatore Rinzivillo
, Fabio Pinelli
, Mirco Nanni, Anna Monreale
, Chiara Renso
, Dino Pedreschi
, Fosca Giannotti:
Exploring Real Mobility Data with M-Atlas. ECML/PKDD (3) 2010: 624-627 - [c72]Michele Berlingerio, Michele Coscia, Fosca Giannotti, Anna Monreale, Dino Pedreschi:
Discovering Eras in Evolving Social Networks (Extended Abstract). SEBD 2010: 78-85 - [c71]Salvatore Ruggieri, Dino Pedreschi
, Franco Turini:
DCUBE: discrimination discovery in databases. SIGMOD Conference 2010: 1127-1130 - 2009
- [c70]Fosca Giannotti, Mirco Nanni, Dino Pedreschi
, Chiara Renso
, Roberto Trasarti
:
Mining Mobility Behavior from Trajectory Data. CSE (4) 2009: 948-951 - [c69]Fosca Giannotti, Dino Pedreschi, Yannis Theodoridis:
Geographic privacy-aware knowledge discovery and delivery. EDBT 2009: 1157-1158 - [c68]Gennady L. Andrienko
, Natalia V. Andrienko
, Fosca Giannotti, Anna Monreale
, Dino Pedreschi
:
Movement data anonymity through generalization. SPRINGL 2009: 27-31 - [c67]Fosca Giannotti, Mirco Nanni, Dino Pedreschi
, Fabio Pinelli
:
Trajectory pattern analysis for urban traffic. GIS-IWCTS 2009: 43-47 - [c66]Dino Pedreschi
, Salvatore Ruggieri, Franco Turini:
Integrating induction and deduction for finding evidence of discrimination. ICAIL 2009: 157-166 - [c65]Stefano Basta
, Fabio Fassetti
, Massimo Guarascio
, Giuseppe Manco
, Fosca Giannotti, Dino Pedreschi
, Laura Spinsanti, Gianfilippo Papi, Stefano Pisani:
High Quality True-Positive Prediction for Fiscal Fraud Detection. ICDM Workshops 2009: 7-12 - [c64]Gennady L. Andrienko
, Natalia V. Andrienko
, Salvatore Rinzivillo
, Mirco Nanni, Dino Pedreschi
, Fosca Giannotti:
Interactive visual clustering of large collections of trajectories. IEEE VAST 2009: 3-10 - [c63]Dino Pedreschi, Salvatore Ruggieri, Franco Turini:
Measuring Discrimination in Socially-Sensitive Decision Records. SDM 2009: 581-592 - [c62]Ruggero G. Pensa, Anna Monreale, Fabio Pinelli, Dino Pedreschi:
Anonymous Sequences from Trajectory Data. SEBD 2009: 361-372 - [c61]Gennady L. Andrienko
, Natalia V. Andrienko
, Salvatore Rinzivillo
, Mirco Nanni, Dino Pedreschi
:
A Visual Analytics Toolkit for Cluster-Based Classification of Mobility Data. SSTD 2009: 432-435 - 2008
- [c60]Ruggero G. Pensa, Anna Monreale, Fabio Pinelli, Dino Pedreschi:
Pattern-Preserving k-Anonymization of Sequences and its Application to Mobil- ity Data Mining. PiLBA 2008 - [c59]Fosca Giannotti, Dino Pedreschi
, Franco Turini:
Mobility, Data Mining and Privacy the Experience of the GeoPKDD Project. PinKDD 2008: 25-32 - [c58]Dino Pedreschi
, Salvatore Ruggieri, Franco Turini:
Discrimination-aware data mining. KDD 2008: 560-568 - 2007
- [c57]Fosca Giannotti, Mirco Nanni, Fabio Pinelli
, Dino Pedreschi
:
Trajectory pattern mining. KDD 2007: 330-339 - [c56]Maurizio Atzori, Francesco Bonchi, Fosca Giannotti, Dino Pedreschi
, Osman Abul
:
Privacy-Aware Knowledge Discovery from Location Data. MDM 2007: 283-287 - 2006
- [c55]Maurizio Atzori, Francesco Bonchi, Fosca Giannotti, Dino Pedreschi
:
Towards low-perturbation anonymity preserving pattern discovery. SAC 2006: 588-592 - [c54]Fosca Giannotti, Mirco Nanni, Dino Pedreschi
, Fabio Pinelli
:
Mining sequences with temporal annotations. SAC 2006: 593-597 - [c53]Fosca Giannotti, Mirco Nanni, Dino Pedreschi
:
Efficient Mining of Temporally Annotated Sequences. SDM 2006: 348-359 - 2005
- [c52]Maurizio Atzori, Francesco Bonchi, Fosca Giannotti, Dino Pedreschi
:
Blocking Anonymity Threats Raised by Frequent Itemset Mining. ICDM 2005: 561-564 - [c51]Maurizio Atzori, Francesco Bonchi, Fosca Giannotti, Dino Pedreschi
:
k-Anonymous Patterns. PKDD 2005: 10-21 - 2004
- [c50]Francesco Bonchi, Fosca Giannotti, Dino Pedreschi
:
A Relational Query Primitive for Constraint-Based Pattern Mining. Constraint-Based Mining and Inductive Databases 2004: 14-37 - [c49]V. Bacarella, Fosca Giannotti, Mirco Nanni, Dino Pedreschi
:
Discovery of ads web hosts through traffic data analysis. DMKD 2004: 76-81 - [c48]Cristiana Rita Alfonsi, Nello Scarabottolo, Dino Pedreschi
, Maria Simi:
IT4PS: information technology for problem solving. ITiCSE 2004: 241 - [c47]Francesco Bonchi, Fosca Giannotti, Dino Pedreschi:
Frequent Pattern Queries for Flexible Knowledge Discovery. SEBD 2004: 250-261 - 2003
- [c46]Francesco Bonchi, Fosca Giannotti, Alessio Mazzanti, Dino Pedreschi:
ExAMiner: Optimized Level-wise Frequent Pattern Mining with Monotone Constraint. ICDM 2003: 11-18 - [c45]Francesco Bonchi, Fosca Giannotti, Alessio Mazzanti, Dino Pedreschi
:
Adaptive Constraint Pushing in Frequent Pattern Mining. PKDD 2003: 47-58 - [c44]Francesco Bonchi, Fosca Giannotti, Alessio Mazzanti, Dino Pedreschi
:
ExAnte: Anticipated Data Reduction in Constrained Pattern Mining. PKDD 2003: 59-70 - [c43]Fosca Giannotti, Mirco Nanni, Dino Pedreschi, F. Samaritani:
WebCat: Automatic Categorization of Web Search Results. SEBD 2003: 507-518 - [c42]Francesco Bonchi, Fosca Giannotti, Alessio Mazzanti, Dino Pedreschi:
Pre-processing for Constrained Pattern Mining. SEBD 2003: 519-530 - 2002
- [c41]Mirco Nanni, Dino Pedreschi:
Distances For Spatio-Temporal Clustering. AusDM 2002: 91-98 - [c40]Paolo Mascellani, Dino Pedreschi
:
The Declarative Side of Magic. Computational Logic: Logic Programming and Beyond 2002: 83-108 - [c39]Paolo Mancarella, Dino Pedreschi
, Salvatore Ruggieri:
Negation as Failure through Abduction: Reasoning about Termination. Computational Logic: Logic Programming and Beyond 2002: 240-272 - 2001
- [c38]Francesco Bonchi, Fosca Giannotti, Giuseppe Manco
, Chiara Renso
, Mirco Nanni, Dino Pedreschi
, Salvatore Ruggieri:
Data Mining for Intelligent Web Caching. ITCC 2001: 599-603 - 2000
- [c37]Francesco Bonchi, Fosca Giannotti, Dino Pedreschi
:
On Verification in Logic Database Languages. Computational Logic 2000: 957-971 - [c36]Fosca Giannotti, Mirco Nanni, Dino Pedreschi:
Logic-Based Knowledge Discovery in Databases. EJC 2000: 279-283 - 1999
- [c35]Fosca Giannotti, Giuseppe Manco
, Dino Pedreschi
, Franco Turini:
Experiences with a Logic-Based Knowledge Discovery Support Environment. AI*IA 1999: 202-213 - [c34]Francesco Bonchi, Fosca Giannotti, Gianni Mainetto, Dino Pedreschi
:
Using Data Mining Techniques in Fiscal Fraud Detection. DaWaK 1999: 369-376 - [c33]Fosca Giannotti, Giuseppe Manco, Dino Pedreschi, Franco Turini:
Experiences with a Logic-based knowledge discovery Support Environment. 1999 ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery 1999 - [c32]Dino Pedreschi, Salvatore Ruggieri:
Bounded Nondeterminism of Logic Programs. ICLP 1999: 350-364 - [c31]Francesco Bonchi, Fosca Giannotti, Gianni Mainetto, Dino Pedreschi:
A Classification-Based Methodology for Planning Audit Strategies in Fraud Detection. KDD 1999: 175-184 - [c30]Francesco Bonchi, Fosca Giannotti, Gianni Mainetto, Dino Pedreschi:
Una Metodologia Basata sulla Classificazione per la Pianificazione degli Accertamenti nel Rilevamento di Frodi. SEBD 1999: 69-84 - [c29]Fosca Giannotti, Giuseppe Manco, Mirco Nanni, Dino Pedreschi, Franco Turini:
Integration of Deduction and Induction for Mining Supermarket Sales Data. SEBD 1999: 117-131 - [c28]Dino Pedreschi
, Salvatore Ruggieri:
On Logic Programs That Do Not Fail. Verification of Logic Programs@ICLP 1999: 77-101 - 1998
- [c27]Fosca Giannotti, Giuseppe Manco
, Mirco Nanni, Dino Pedreschi
:
On the Effective Semantics of Nondeterministic, Nonmonotonic, Temporal Logic Databases. CSL 1998: 58-72 - [c26]Fosca Giannotti, Giuseppe Manco
, Mirco Nanni, Dino Pedreschi
:
Query Answering in Nondeterministic, Nonmonotonic Logic Databases. FQAS 1998: 175-187 - 1997
- [c25]Fosca Giannotti, Giuseppe Manco, Dino Pedreschi:
A Deductive Data Model for Representing and Querying Semistructured Data. APPIA-GULP-PRODE 1997: 129-140 - [c24]Fosca Giannotti, Giuseppe Manco
, Mirco Nanni, Dino Pedreschi
:
Datalog++: A Basis for Active Object-Oriented Databases. DOOD 1997: 283-301 - [c23]Fosca Giannotti, Giuseppe Manco, Mirco Nanni, Dino Pedreschi:
Datalog++: a Basis for Active Object.Oriented Databases. SEBD 1997: 325-340 - 1995
- [c22]Marilisa E. Carboni, V. Foddai, Fosca Giannotti, Dino Pedreschi:
Declarative Reconstruction of Updates in Logic Databases: a Compilative Approach. GULP-PRODE 1995: 169-182 - [c21]Dino Pedreschi, Salvatore Ruggieri:
A Case Study in Logic Program Verification: the Vanilla Metainterpreter. GULP-PRODE 1995: 643-654 - [c20]Marilisa E. Carboni, Fosca Giannotti, V. Foddai, Dino Pedreschi:
Declarative Reconstruction of Updates in Logic Databases: A Compilative Approach. SEBD 1995: 3-13 - 1994
- [c19]Paolo Mascellani, Dino Pedreschi:
Proving termination of Prolog programs. GULP-PRODE (1) 1994: 46-61 - [c18]Dino Pedreschi, Salvatore Ruggieri:
Termination is Language-Independent. GULP-PRODE (1) 1994: 418-433 - [c17]Luca Corciulo, Fosca Giannotti, Dino Pedreschi, Carlo Zaniolo:
Expressive Power of Non-Deterministic Operators for Logic-based Languages. Workshop on Deductive Databases and Logic Programming 1994: 27-40 - [c16]Paolo Mascellani, Dino Pedreschi:
Total correctness of logic and pure Prolog programs. ICLP Workshop: Verification and Analysis of (Concurrent) Logic Languages 1994 - [c15]Dino Pedreschi:
A Proof Method for Runtime Properties of Prolog Programs. ICLP 1994: 584-598 - [c14]Antonio Brogi
, A. Chiarelli, Paolo Mancarella, V. Mazzotta, Dino Pedreschi
, Chiara Renso, Franco Turini:
Implementations of Program Composition Operations. PLILP 1994: 292-307 - 1993
- [c13]Luca Corciulo, Fosca Giannotti, Dino Pedreschi
:
Datalog with Non-Deterministic Choice Computes NDB-PTIME. DOOD 1993: 49-66 - 1992
- [c12]Antonio Brogi
, Paolo Mancarella, Dino Pedreschi
, Franco Turini:
Meta for Modularising Logic Programming. META 1992: 105-119 - 1991
- [c11]Fosca Giannotti, Dino Pedreschi
, Domenico Saccà, Carlo Zaniolo:
Non-Determinism in Deductive Databases. DOOD 1991: 129-146 - [c10]Antonio Brogi, Paolo Mancarella, Dino Pedreschi, Franco Turini:
Theory Construction in Computational Logic. ICLP Workshop on Construction of Logic Programs 1991: 241-250 - [c9]Krzysztof R. Apt, Dino Pedreschi
:
Proving Termination of General Prolog Programs. TACS 1991: 265-289 - 1990
- [c8]Antonio Brogi, Paolo Mancarella, Dino Pedreschi, Franco Turini:
Universal Quantification by Case Analysis. ECAI 1990: 111-116 - [c7]Fosca Giannotti, Dino Pedreschi:
Declarative Semantics for Pruning Operators in Logic Programming. LPNMR 1990: 27-37 - [c6]Antonio Brogi
, Paolo Mancarella, Dino Pedreschi
, Franco Turini:
Logic Programming within a Functional Framework. PLILP 1990: 372-386 - [c5]Paolo Mancarella, Dino Pedreschi, Marina Rondinelli, Marco Tagliatti:
Algebraic Properties of a Class of Logic Programs. NACLP 1990: 23-39 - 1988
- [c4]Bruno Bertolino, Paolo Mancarella, Luigi Meo, Luca Nini, Dino Pedreschi, Franco Turini:
A Progress Report on the LML Project. FGCS 1988: 675-684 - [c3]Paolo Mancarella, Dino Pedreschi:
An Algebra of Logic Programs. ICLP/SLP 1988: 1006-1023 - 1987
- [c2]Roberto Barbuti, Paolo Mancarella, Dino Pedreschi
, Franco Turini:
Intensional Negation of Logic Programs: Examples and Implementation Techniques. TAPSOFT, Vol.2 1987: 96-110 - 1985
- [c1]Antonio Albano, Fosca Giannotti, Renzo Orsini, Dino Pedreschi:
The Type System of Galileo. Data Types and Persistence (Appin) 1985: 101-119
Parts in Books or Collections
- 2020
- [p15]Cecilia Panigutti, Riccardo Guidotti, Anna Monreale, Dino Pedreschi
:
Explaining Multi-label Black-Box Classifiers for Health Applications. Precision Health and Medicine 2020: 97-110 - 2019
- [p14]Simone Bertoli, Paolo Cintia, Fosca Giannotti, Etienne Madinier, Caglar Ozden, Michael Packard, Dino Pedreschi, Hillel Rapoport, Alina Sîrbu, Biagio Speciale:
Integration of Syrian Refugees: Insights from D4R, Media Events and Housing Market Data. Data for Refugees Challenge 2019: 179-199 - 2018
- [p13]Giuseppe Amato, Leonardo Candela
, Donatella Castelli, Andrea Esuli
, Fabrizio Falchi
, Claudio Gennaro
, Fosca Giannotti, Anna Monreale, Mirco Nanni, Pasquale Pagano
, Luca Pappalardo
, Dino Pedreschi
, Francesca Pratesi, Fausto Rabitti, Salvatore Rinzivillo, Giulio Rossetti
, Salvatore Ruggieri, Fabrizio Sebastiani, Maurizio Tesconi:
How Data Mining and Machine Learning Evolved from Relational Data Base to Data Science. A Comprehensive Guide Through the Italian Database Research 2018: 287-306 - 2016
- [p12]Valerio Grossi, Dino Pedreschi
, Franco Turini:
Data Mining and Constraints: An Overview. Data Mining and Constraint Programming 2016: 25-48 - [p11]Christian Bessiere, Luc De Raedt
, Tias Guns
, Lars Kotthoff
, Mirco Nanni, Siegfried Nijssen, Barry O'Sullivan
, Anastasia Paparrizou, Dino Pedreschi
, Helmut Simonis:
The Inductive Constraint Programming Loop. Data Mining and Constraint Programming 2016: 303-309 - [p10]Mirco Nanni, Lars Kotthoff
, Riccardo Guidotti, Barry O'Sullivan
, Dino Pedreschi
:
ICON Loop Carpooling Show Case. Data Mining and Constraint Programming 2016: 310-324 - 2013
- [p9]Fosca Giannotti, Anna Monreale, Dino Pedreschi:
Mobility Data and Privacy. Mobility Data 2013: 174-193 - [p8]Fosca Giannotti, Luca Pappalardo, Dino Pedreschi, Dashun Wang:
A Complexity Science Perspective on Human Mobility. Mobility Data 2013: 297-314 - [p7]Dino Pedreschi
, Salvatore Ruggieri, Franco Turini:
The Discovery of Discrimination. Discrimination and Privacy in the Information Society 2013: 91-108 - 2011
- [p6]Fosca Giannotti, Laks V. S. Lakshmanan, Anna Monreale
, Dino Pedreschi
, Wendy Hui Wang:
Privacy-Preserving Data Mining from Outsourced Databases. Computers, Privacy and Data Protection 2011: 411-426 - 2008
- [p5]Fosca Giannotti, Dino Pedreschi
:
Mobility, Data Mining and Privacy: A Vision of Convergence. Mobility, Data Mining and Privacy 2008: 1-11 - [p4]Dino Pedreschi
, Francesco Bonchi, Franco Turini, Vassilios S. Verykios
, Maurizio Atzori, Bradley A. Malin, Bart Moelans
, Yücel Saygin:
Privacy Protection: Regulations and Technologies, Opportunities and Threats. Mobility, Data Mining and Privacy 2008: 101-119 - [p3]Mirco Nanni, Bart Kuijpers
, Christine Körner, Michael May, Dino Pedreschi
:
Spatiotemporal Data Mining. Mobility, Data Mining and Privacy 2008: 267-296 - 2004
- [p2]Dino Pedreschi
, Salvatore Ruggieri, Jan-Georg Smaus:
Characterisations of Termination in Logic Programming. Program Development in Computational Logic 2004: 376-431 - 1992
- [p1]Bruno Bertolino, Luigi Meo, Dino Pedreschi, Franco Turini:
The Type System of LML. Types in Logic Programming 1992: 313-332
Editorship
- 2020
- [e12]Samin Aref
, Kalina Bontcheva
, Marco Braghieri
, Frank Dignum
, Fosca Giannotti
, Francesco Grisolia
, Dino Pedreschi
:
Social Informatics - 12th International Conference, SocInfo 2020, Pisa, Italy, October 6-9, 2020, Proceedings. Lecture Notes in Computer Science 12467, Springer 2020, ISBN 978-3-030-60974-0 [contents] - 2018
- [e11]Martin Ester, Dino Pedreschi:
Proceedings of the 2018 SIAM International Conference on Data Mining, SDM 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, USA. SIAM 2018, ISBN 978-1-61197-532-1 [contents] - 2017
- [e10]Riccardo Guidotti, Anna Monreale, Dino Pedreschi, Serge Abiteboul:
Personal Analytics and Privacy. An Individual and Collective Perspective - First International Workshop, PAP 2017, Held in Conjunction with ECML PKDD 2017, Skopje, Macedonia, September 18, 2017, Revised Selected Papers. Lecture Notes in Computer Science 10708, Springer 2017, ISBN 978-3-319-71969-6 [contents] - 2016
- [e9]Adam Wierzbicki
, Ulrik Brandes, Frank Schweitzer, Dino Pedreschi:
Advances in Network Science - 12th International Conference and School, NetSci-X 2016, Wroclaw, Poland, January 11-13, 2016, Proceedings. Lecture Notes in Computer Science 9564, Springer 2016, ISBN 978-3-319-28360-9 [contents] - [e8]Christian Bessiere, Luc De Raedt, Lars Kotthoff, Siegfried Nijssen, Barry O'Sullivan, Dino Pedreschi:
Data Mining and Constraint Programming - Foundations of a Cross-Disciplinary Approach. Lecture Notes in Computer Science 10101, Springer 2016, ISBN 978-3-319-50136-9 [contents] - 2015
- [e7]Albert Bifet, Michael May, Bianca Zadrozny, Ricard Gavaldà, Dino Pedreschi, Francesco Bonchi, Jaime S. Cardoso, Myra Spiliopoulou:
Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2015, Porto, Portugal, September 7-11, 2015, Proceedings, Part III. Lecture Notes in Computer Science 9286, Springer 2015, ISBN 978-3-319-23460-1 [contents] - 2008
- [e6]Bart Kuijpers
, Dino Pedreschi, Yücel Saygin, Stefano Spaccapietra:
Geographic Privacy-Aware Knowledge Discovery and Delivery, 16.11. - 21.11.2008. Dagstuhl Seminar Proceedings 08471, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, Germany 2008 [contents] - [e5]Fosca Giannotti, Dino Pedreschi
:
Mobility, Data Mining and Privacy - Geographic Knowledge Discovery. Springer 2008, ISBN 978-3-540-75176-2 [contents] - 2004
- [e4]Jean-François Boulicaut, Floriana Esposito, Fosca Giannotti, Dino Pedreschi:
Machine Learning: ECML 2004, 15th European Conference on Machine Learning, Pisa, Italy, September 20-24, 2004, Proceedings. Lecture Notes in Computer Science 3201, Springer 2004, ISBN 3-540-23105-6 [contents] - [e3]Jean-François Boulicaut, Floriana Esposito, Fosca Giannotti, Dino Pedreschi:
Knowledge Discovery in Databases: PKDD 2004, 8th European Conference on Principles and Practice of Knowledge Discovery in Databases, Pisa, Italy, September 20-24, 2004, Proceedings. Lecture Notes in Computer Science 3202, Springer 2004, ISBN 3-540-23108-0 [contents] - 1996
- [e2]Dino Pedreschi
, Carlo Zaniolo:
Logic in Databases, International Workshop LID'96, San Miniato, Italy, July 1-2, 1996, Proceedings. Lecture Notes in Computer Science 1154, Springer 1996, ISBN 3-540-61814-7 [contents] - 1990
- [e1]V. Wiktor Marek, Anil Nerode, Dino Pedreschi, V. S. Subrahmanian:
Proceedings of the Workshop Logic Programming and Non-Monotonic Logic, Austin, TX, USA, November 1-2, 1990. 1990 [contents]
Reference Works
- 2018
- [r2]Michele Coscia, Fosca Giannotti, Dino Pedreschi:
Extracting and Inferring Communities via Link Analysis. Encyclopedia of Social Network Analysis and Mining. 2nd Ed. 2018 - [r1]Francesca Pratesi, Anna Monreale, Dino Pedreschi
:
Privacy by Design for Mobility Data Analytics. Handbook of Mobile Data Privacy 2018: 253-277
Informal and Other Publications
- 2024
- [i34]Clara Punzi, Roberto Pellungrini, Mattia Setzu
, Fosca Giannotti, Dino Pedreschi:
AI, Meet Human: Learning Paradigms for Hybrid Decision Making Systems. CoRR abs/2402.06287 (2024) - [i33]Luca Pappalardo, Emanuele Ferragina, Salvatore Citraro, Giuliano Cornacchia, Mirco Nanni, Giulio Rossetti, Gizem Gezici, Fosca Giannotti, Margherita Lalli, Daniele Gambetta, Giovanni Mauro, Virginia Morini, Valentina Pansanella, Dino Pedreschi:
A survey on the impact of AI-based recommenders on human behaviours: methodologies, outcomes and future directions. CoRR abs/2407.01630 (2024) - [i32]Giuliano Cornacchia, Mirco Nanni, Dino Pedreschi, Luca Pappalardo:
Navigation services amplify concentration of traffic and emissions in our cities. CoRR abs/2407.20004 (2024) - 2023
- [i31]Dino Pedreschi, Luca Pappalardo, Ricardo Baeza-Yates, Albert-László Barabási, Frank Dignum, Virginia Dignum, Tina Eliassi-Rad, Fosca Giannotti, János Kertész, Alistair Knott
, Yannis E. Ioannidis, Paul Lukowicz, Andrea Passarella, Alex 'Sandy' Pentland, John Shawe-Taylor, Alessandro Vespignani:
Social AI and the Challenges of the Human-AI Ecosystem. CoRR abs/2306.13723 (2023) - 2022
- [i30]Laura Pollacci, Alina Sîrbu, Fosca Giannotti, Dino Pedreschi:
Measuring the Salad Bowl: Superdiversity on Twitter. CoRR abs/2204.10646 (2022) - [i29]Giuliano Cornacchia, Matteo Böhm, Giovanni Mauro, Mirco Nanni, Dino Pedreschi, Luca Pappalardo:
How Routing Strategies Impact Urban Emissions. CoRR abs/2207.01456 (2022) - 2021
- [i28]Mattia Setzu, Riccardo Guidotti, Anna Monreale, Franco Turini, Dino Pedreschi, Fosca Giannotti:
GLocalX - From Local to Global Explanations of Black Box AI Models. CoRR abs/2101.07685 (2021) - [i27]Francesco Bodria, Fosca Giannotti, Riccardo Guidotti, Francesca Naretto, Dino Pedreschi, Salvatore Rinzivillo:
Benchmarking and Survey of Explanation Methods for Black Box Models. CoRR abs/2102.13076 (2021) - 2020
- [i26]Riccardo Guidotti, Anna Monreale, Stan Matwin, Dino Pedreschi:
Black Box Explanation by Learning Image Exemplars in the Latent Feature Space. CoRR abs/2002.03746 (2020) - [i25]Mirco Nanni, Gennady L. Andrienko, Albert-László Barabási, Chiara Boldrini, Francesco Bonchi, Ciro Cattuto, Francesca Chiaromonte, Giovanni Comandè, Marco Conti, Mark Coté, Frank Dignum, Virginia Dignum, Josep Domingo-Ferrer, Fosca Giannotti, Riccardo Guidotti, Dirk Helbing, János Kertész, Sune Lehmann, Bruno Lepri, Paul Lukowicz, Anna Monreale, Katharina Morik, Nuria Oliver, Andrea Passarella, Andrea Passerini, Dino Pedreschi, Alex Pentland, Francesca Pratesi, Salvatore Rinzivillo, Salvatore Ruggieri, Arno Siebes, Roberto Trasarti, Jeroen van den Hoven, Alessandro Vespignani:
Give more data, awareness and control to individual citizens, and they will help COVID-19 containment. CoRR abs/2004.05222 (2020) - [i24]Pietro Bonato, Paolo Cintia, Francesco Fabbri, Daniele Fadda, Fosca Giannotti, Pier Luigi Lopalco, Sara Mazzilli, Mirco Nanni, Luca Pappalardo, Dino Pedreschi, Francesco Penone, Salvatore Rinzivillo, Giulio Rossetti, Marcello Savarese, Lara Tavoschi:
Mobile phone data analytics against the COVID-19 epidemics in Italy: flow diversity and local job markets during the national lockdown. CoRR abs/2004.11278 (2020) - [i23]Paolo Cintia, Daniele Fadda, Fosca Giannotti, Luca Pappalardo, Giulio Rossetti, Dino Pedreschi, Salvo Rinzivillo, Pietro Bonato, Francesco Fabbri, Francesco Penone, Marcello Savarese, Daniele Checchi, Francesca Chiaromonte, Paolo Vineis, Giorgio Guzzetta, Flavia Riccardo, Valentina Marziano, Piero Poletti, Filippo Trentini, Antonino Bella, Xanthi Andrianou, Martina Del Manso, Massimo Fabiani, Stefania Bellino, Stefano Boros, Alberto Mateo Urdiales, Maria Fenicia Vescio
, Silvio Brusaferro, Giovanni Rezza, Patrizio Pezzotti, Marco Ajelli, Stefano Merler:
The relationship between human mobility and viral transmissibility during the COVID-19 epidemics in Italy. CoRR abs/2006.03141 (2020) - [i22]Cecilia Panigutti
, Alan Perotti, André Panisson, Paolo Bajardi, Dino Pedreschi:
FairLens: Auditing Black-box Clinical Decision Support Systems. CoRR abs/2011.04049 (2020) - [i21]Ioanna Miliou, Xinyue Xiong, Salvatore Rinzivillo, Qian Zhang, Giulio Rossetti, Fosca Giannotti, Dino Pedreschi, Alessandro Vespignani:
Predicting seasonal influenza using supermarket retail records. CoRR abs/2012.04651 (2020) - 2019
- [i20]Riccardo Guidotti, Anna Monreale, Dino Pedreschi:
The AI Black Box Explanation Problem. ERCIM News 2019(116) (2019) - [i19]Alina Sîrbu, Fosca Giannotti, Dino Pedreschi, János Kertész:
Public Opinion and Algorithmic Bias. ERCIM News 2019(116) (2019) - 2018
- [i18]Giulio Rossetti, Letizia Milli, Salvatore Rinzivillo, Alina Sîrbu, Fosca Giannotti, Dino Pedreschi:
NDlib: a Python Library to Model and Analyze Diffusion Processes Over Complex Networks. CoRR abs/1801.05854 (2018) - [i17]Riccardo Guidotti, Anna Monreale, Franco Turini, Dino Pedreschi, Fosca Giannotti:
A Survey Of Methods For Explaining Black Box Models. CoRR abs/1802.01933 (2018) - [i16]Luca Pappalardo, Paolo Cintia, Paolo Ferragina, Emanuele Massucco, Dino Pedreschi, Fosca Giannotti:
PlayeRank: Multi-dimensional and role-aware rating of soccer player performance. CoRR abs/1802.04987 (2018) - [i15]Alina Sîrbu, Dino Pedreschi, Fosca Giannotti, János Kertész:
Algorithmic bias amplifies opinion polarization: A bounded confidence model. CoRR abs/1803.02111 (2018) - [i14]Riccardo Guidotti, Anna Monreale, Salvatore Ruggieri, Dino Pedreschi, Franco Turini, Fosca Giannotti:
Local Rule-Based Explanations of Black Box Decision Systems. CoRR abs/1805.10820 (2018) - [i13]Dino Pedreschi, Fosca Giannotti, Riccardo Guidotti, Anna Monreale, Luca Pappalardo, Salvatore Ruggieri, Franco Turini:
Open the Black Box Data-Driven Explanation of Black Box Decision Systems. CoRR abs/1806.09936 (2018) - 2017
- [i12]Riccardo Guidotti, Giulio Rossetti, Luca Pappalardo, Fosca Giannotti, Dino Pedreschi:
Next Basket Prediction using Recurring Sequential Patterns. CoRR abs/1702.07158 (2017) - [i11]Luca Pappalardo, Paolo Cintia, Dino Pedreschi, Fosca Giannotti, Albert-László Barabási:
Human Perception of Performance. CoRR abs/1712.02224 (2017) - 2016
- [i10]Luca Pappalardo, Maarten Vanhoof, Lorenzo Gabrielli, Zbigniew Smoreda, Dino Pedreschi, Fosca Giannotti:
An analytical framework to nowcast well-being using mobile phone data. CoRR abs/1606.06279 (2016) - 2015
- [i9]Christian Bessiere, Luc De Raedt, Tias Guns, Lars Kotthoff, Mirco Nanni, Siegfried Nijssen, Barry O'Sullivan, Anastasia Paparrizou, Dino Pedreschi, Helmut Simonis:
The Inductive Constraint Programming Loop. CoRR abs/1510.03317 (2015) - 2013
- [i8]Fosca Giannotti, Dino Pedreschi, Alex Pentland, Paul Lukowicz, Donald Kossmann, James L. Crowley, Dirk Helbing:
A planetary nervous system for social mining and collective awareness. CoRR abs/1304.3700 (2013) - 2012
- [i7]Michele Coscia, Giulio Rossetti, Fosca Giannotti, Dino Pedreschi:
DEMON: a Local-First Discovery Method for Overlapping Communities. CoRR abs/1206.0629 (2012) - [i6]Michele Coscia, Fosca Giannotti, Dino Pedreschi:
A Classification for Community Discovery Methods in Complex Networks. CoRR abs/1206.3552 (2012) - [i5]Jeroen van den Hoven, Dirk Helbing, Dino Pedreschi, Josep Domingo-Ferrer, Fosca Giannotti, Markus Christen:
FuturICT - The Road towards Ethical ICT. CoRR abs/1210.8181 (2012) - 2009
- [i4]Stefano Basta, Fosca Giannotti, Giuseppe Manco, Dino Pedreschi, Laura Spinsanti:
SNIPER: A Data Mining Methodology for Fiscal Fraud Detection. ERCIM News 2009(78) (2009) - 2008
- [i3]Bart Kuijpers, Dino Pedreschi, Yücel Saygin, Stefano Spaccapietra:
08471 Report - Geographic Privacy-Aware Knowledge Discovery and Delivery. Geographic Privacy-Aware Knowledge Discovery and Delivery 2008 - 2001
- [i2]Dino Pedreschi, Salvatore Ruggieri, Jan-Georg Smaus:
Classes of Terminating Logic Programs. CoRR cs.LO/0106050 (2001) - 1985
- [i1]Antonio Albano, Fosca Giannotti, Renzo Orsini, Dino Pedreschi:
The Type System of Galileo. Data Types and Persistence (Appin), Informal Proceedings 1985: 175-195
Coauthor Index
aka: Salvo Rinzivillo
![](https://dblp.uni-trier.de/img/cog.dark.24x24.png)
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