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1

Data science at SoBigData: the European research infrastructure for social mining and big data analytics

Grossi, Valerio, Rapisarda, Beatrice, Giannotti, Fosca, Pedreschi, Dino

Journal:

International Journal of Data Science and Analytics

Year:

2018

Language:

english

File:

PDF, 1.23 MB

english, 2018

2

An analytical framework to nowcast well-being using mobile phone data

Pappalardo, Luca, Vanhoof, Maarten, Gabrielli, Lorenzo, Smoreda, Zbigniew, Pedreschi, Dino, Giannotti, Fosca

Journal:

International Journal of Data Science and Analytics

Year:

2016

Language:

english

File:

PDF, 3.42 MB

english, 2016

3

Privacy-by-design in big data analytics and social mining

Monreale, Anna, Rinzivillo, Salvatore, Pratesi, Francesca, Giannotti, Fosca, Pedreschi, Dino

Journal:

EPJ Data Science

Year:

2014

Language:

english

File:

PDF, 6.22 MB

english, 2014

4

[IEEE 2015 IEEE International Conference on Data Science and Advanced Analytics (DSAA) - Campus des Cordeliers, Paris, France (2015.10.19-2015.10.21)] 2015 IEEE International Conference on Data Science and Advanced Analytics (DSAA) - The harsh rule of the goals: Data-driven performance indicators for football teams

Cintia, Paolo, Giannotti, Fosca, Pappalardo, Luca, Pedreschi, Dino, Malvaldi, Marco

Year:

2015

Language:

english

File:

PDF, 2.20 MB

english, 2015

5

A Survey of Methods for Explaining Black Box Models

Guidotti, Riccardo, Monreale, Anna, Ruggieri, Salvatore, Turini, Franco, Giannotti, Fosca, Pedreschi, Dino

Journal:

ACM Computing Surveys

Year:

2018

Language:

english

File:

PDF, 3.84 MB

english, 2018

6

[ACM Press the 17th ACM SIGKDD international conference - San Diego, California, USA (2011.08.21-2011.08.24)] Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '11 - Human mobility, social ties, and link prediction

Wang, Dashun, Pedreschi, Dino, Song, Chaoming, Giannotti, Fosca, Barabasi, Albert-Laszlo

Year:

2011

Language:

english

File:

PDF, 1.78 MB

english, 2011

7

Complete logic programs with domain-closure axiom

Paolo Mancarella, Simone Martini, Dino Pedreschi

Journal:

The Journal of Logic Programming

Year:

1988

Language:

english

File:

PDF, 1.05 MB

english, 1988

8

Proceedings of the 2018 SIAM International Conference on Data Mining || A Family of Tractable Graph Distances

Ester, Martin, Pedreschi, Dino

Year:

2018

Language:

english

File:

PDF, 1.08 MB

english, 2018

9

A transformational approach to negation in logic programming

Roberto Barbuti, Paolo Mancarella, Dino Pedreschi, Franco Turini

Journal:

The Journal of Logic Programming

Year:

1990

Language:

english

File:

PDF, 1.86 MB

english, 1990

10

[Lecture Notes in Computer Science] Knowledge Discovery in Databases: PKDD 2004 Volume 3202 || Orange: From Experimental Machine Learning to Interactive Data Mining

Boulicaut, Jean-François, Esposito, Floriana, Giannotti, Fosca, Pedreschi, Dino

Year:

2004

Language:

english

File:

PDF, 158 KB

english, 2004

11

Proceedings of the 2018 SIAM International Conference on Data Mining || A Practitioners' Guide to Transfer Learning for Text Classification using Convolutional Neural Networks

Ester, Martin, Pedreschi, Dino

Year:

2018

Language:

english

File:

PDF, 476 KB

english, 2018

12

PlayeRank

Pappalardo, Luca, Cintia, Paolo, Ferragina, Paolo, Massucco, Emanuele, Pedreschi, Dino, Giannotti, Fosca

Journal:

ACM Transactions on Intelligent Systems and Technology

Year:

2019

Language:

english

File:

PDF, 8.31 MB

english, 2019

13

Proceedings of the 2018 SIAM International Conference on Data Mining || Learning Graph Representation via Frequent Subgraphs

Ester, Martin, Pedreschi, Dino

Year:

2018

Language:

english

File:

PDF, 465 KB

english, 2018

14

NDlib: a python library to model and analyze diffusion processes over complex networks

Rossetti, Giulio, Milli, Letizia, Rinzivillo, Salvatore, Sîrbu, Alina, Pedreschi, Dino, Giannotti, Fosca

Journal:

International Journal of Data Science and Analytics

Year:

2017

Language:

english

File:

PDF, 1.70 MB

english, 2017

15

[Lecture Notes in Computer Science] Personal Analytics and Privacy. An Individual and Collective Perspective Volume 10708 ||

Guidotti, Riccardo, Monreale, Anna, Pedreschi, Dino, Abiteboul, Serge

Year:

2017

Language:

english

File:

PDF, 9.69 MB

english, 2017

16

Proceedings of the 2018 SIAM International Conference on Data Mining || Click versus Share: A Feature-driven Study of Micro-Video Popularity and Virality in Social Media

Ester, Martin, Pedreschi, Dino

Year:

2018

Language:

english

File:

PDF, 1.23 MB

english, 2018

17

Node-centric Community Discovery: From static to dynamic social network analysis

Rossetti, Giulio, Pedreschi, Dino, Giannotti, Fosca

Journal:

Online Social Networks and Media

Year:

2017

Language:

english

File:

PDF, 2.37 MB

english, 2017

18

[Lecture Notes in Computer Science] Logic in Databases Volume 1154 || Sequence Datalog: Declarative string manipulation in databases

Pedreschi, Dino, Zaniolo, Carlo

Year:

1996

Language:

english

File:

PDF, 935 KB

english, 1996

19

[Lecture Notes in Computer Science] Advances in Network Science Volume 9564 ||

Wierzbicki, Adam, Brandes, Ulrik, Schweitzer, Frank, Pedreschi, Dino

Year:

2016

Language:

english

File:

PDF, 10.42 MB

english, 2016

20

Proceedings of the 2018 SIAM International Conference on Data Mining || Brain EEG Time Series Selection: A Novel Graph-Based Approach for Classification

Ester, Martin, Pedreschi, Dino

Year:

2018

Language:

english

File:

PDF, 660 KB

english, 2018

21

[Lecture Notes in Computer Science] Knowledge Discovery in Databases: PKDD 2004 Volume 3202 ||

Boulicaut, Jean-François, Esposito, Floriana, Giannotti, Fosca, Pedreschi, Dino

Year:

2004

Language:

english

File:

PDF, 8.85 MB

english, 2004

22

Anonymity preserving sequential pattern mining

Monreale, Anna, Pedreschi, Dino, Pensa, Ruggero G., Pinelli, Fabio

Journal:

Artificial Intelligence and Law

Year:

2014

Language:

english

File:

PDF, 1.59 MB

english, 2014

23

Proceedings of the 2018 SIAM International Conference on Data Mining || Making Kernel Density Estimation Robust towards Missing Values in Highly Incomplete Multivariate Data without Imputation

Ester, Martin, Pedreschi, Dino

Year:

2018

Language:

english

File:

PDF, 1.05 MB

english, 2018

24

[Lecture Notes in Computer Science] Knowledge Discovery in Databases: PKDD 2004 Volume 3202 || Asynchronous and Anticipatory Filter-Stream Based Parallel Algorithm for Frequent Itemset Mining

Boulicaut, Jean-François, Esposito, Floriana, Giannotti, Fosca, Pedreschi, Dino

Year:

2004

Language:

english

File:

PDF, 270 KB

english, 2004

25

[IEEE 2015 IEEE International Conference on Data Science and Advanced Analytics (DSAA) - Campus des Cordeliers, Paris, France (2015.10.19-2015.10.21)] 2015 IEEE International Conference on Data Science and Advanced Analytics (DSAA) - Behavioral entropy and profitability in retail

Guidotti, Riccardo, Coscia, Michele, Pedreschi, Dino, Pennacchioli, Diego

Year:

2015

Language:

english

File:

PDF, 373 KB

english, 2015

26

[IEEE 2009 IEEE Symposium on Visual Analytics Science and Technology - Atlantic City, NJ, USA (2009.10.12-2009.10.13)] 2009 IEEE Symposium on Visual Analytics Science and Technology - Interactive visual clustering of large collections of trajectories

Andrienko, Gennady, Andrienko, Natalia, Rinzivillo, Salvatore, Nanni, Mirco, Pedreschi, Dino, Giannotti, Fosca

Year:

2009

Language:

english

File:

PDF, 970 KB

english, 2009

27

[Lecture Notes in Computer Science] Machine Learning: ECML 2004 Volume 3201 || Naive Bayesian Classifiers for Ranking

Boulicaut, Jean-François, Esposito, Floriana, Giannotti, Fosca, Pedreschi, Dino

Year:

2004

Language:

english

File:

PDF, 176 KB

english, 2004

28

[Lecture Notes in Computer Science] Machine Learning: ECML 2004 Volume 3201 || The Enron Corpus: A New Dataset for Email Classification Research

Boulicaut, Jean-François, Esposito, Floriana, Giannotti, Fosca, Pedreschi, Dino

Year:

2004

Language:

english

File:

PDF, 358 KB

english, 2004

29

Proceedings of the 2018 SIAM International Conference on Data Mining || Maximizing the Effect of Information Adoption: A General Framework

Ester, Martin, Pedreschi, Dino

Year:

2018

Language:

english

File:

PDF, 494 KB

english, 2018

30

[Lecture Notes in Computer Science] Knowledge Discovery in Databases: PKDD 2004 Volume 3202 || AutoPart: Parameter-Free Graph Partitioning and Outlier Detection

Boulicaut, Jean-François, Esposito, Floriana, Giannotti, Fosca, Pedreschi, Dino

Year:

2004

Language:

english

File:

PDF, 321 KB

english, 2004

31

Understanding the patterns of car travel

Luca Pappalardo, Salvatore Rinzivillo, Zehui Qu, Dino Pedreschi, Fosca Giannotti

Journal:

The European Physical Journal Special Topics

Year:

2013

Language:

english

File:

PDF, 1.38 MB

english, 2013

32

[Lecture Notes in Computer Science] Knowledge Discovery in Databases: PKDD 2004 Volume 3202 || Mining Positive and Negative Association Rules: An Approach for Confined Rules

Boulicaut, Jean-François, Esposito, Floriana, Giannotti, Fosca, Pedreschi, Dino

Year:

2004

Language:

english

File:

PDF, 203 KB

english, 2004

33

A classification for community discovery methods in complex networks

Michele Coscia, Fosca Giannotti, Dino Pedreschi

Journal:

Statistical Analysis and Data Mining

Year:

2011

Language:

english

File:

PDF, 562 KB

english, 2011

34

Meaningful Explanations of Black Box AI Decision Systems

Pedreschi, Dino, Giannotti, Fosca, Guidotti, Riccardo, Monreale, Anna, Ruggieri, Salvatore, Turini, Franco

Journal:

Proceedings of the AAAI Conference on Artificial Intelligence

Year:

2019

Language:

english

File:

PDF, 186 KB

english, 2019

35

Integrating induction and deduction for finding evidence of discrimination

Salvatore Ruggieri, Dino Pedreschi, Franco Turini

Journal:

Artificial Intelligence and Law

Year:

2010

Language:

english

File:

PDF, 2.21 MB

english, 2010

36

[IEEE 2014 International Conference on Data Science and Advanced Analytics (DSAA) - Shanghai, China (2014.10.30-2014.11.1)] 2014 International Conference on Data Science and Advanced Analytics (DSAA) - The purpose of motion: Learning activities from Individual Mobility Networks

Rinzivillo, Salvatore, Gabrielli, Lorenzo, Nanni, Mirco, Pappalardo, Luca, Pedreschi, Dino, Giannotti, Fosca

Year:

2014

Language:

english

File:

PDF, 727 KB

english, 2014

37

[IEEE 2015 IEEE International Conference on Data Science and Advanced Analytics (DSAA) - Campus des Cordeliers, Paris, France (2015.10.19-2015.10.21)] 2015 IEEE International Conference on Data Science and Advanced Analytics (DSAA) - Quantification in social networks

Milli, Letizia, Monreale, Anna, Rossetti, Giulio, Pedreschi, Dino, Giannotti, Fosca, Sebastiani, Fabrizio

Year:

2015

Language:

english

File:

PDF, 1.53 MB

english, 2015

38

Factual and Counterfactual Explanations for Black Box Decision Making

Guidotti, Riccardo, Monreale, Anna, Giannotti, Fosca, Pedreschi, Dino, Ruggieri, Salvatore, Turini, Franco

Journal:

IEEE Intelligent Systems

Year:

2019

File:

PDF, 2.40 MB

2019

39

An ethico-legal framework for social data science

ForgÃ³, Nikolaus, HÃ¤nold, Stefanie, vanÂ den Hoven, Jeroen, KrÃ¼gel, Tina, Lishchuk, Iryna, Mahieu, RenÃ©, Monreale, Anna, Pedreschi, Dino, Pratesi, Francesca, van Putten, David

Journal:

International Journal of Data Science and Analytics

Year:

2020

File:

PDF, 620 KB

2020

40

[Lecture Notes in Computer Science] Knowledge Discovery in Databases: PKDD 2004 Volume 3202 || A Tree-Based Approach to Clustering XML Documents by Structure

Boulicaut, Jean-François, Esposito, Floriana, Giannotti, Fosca, Pedreschi, Dino

Year:

2004

Language:

english

File:

PDF, 291 KB

english, 2004

41

Proceedings of the 2018 SIAM International Conference on Data Mining || Latitude: A Model for Mixed Linear-Tropical Matrix Factorization

Ester, Martin, Pedreschi, Dino

Year:

2018

Language:

english

File:

PDF, 2.62 MB

english, 2018

42

[Lecture Notes in Computer Science] Knowledge Discovery in Databases: PKDD 2004 Volume 3202 || Analysing Customer Churn in Insurance Data – A Case Study

Boulicaut, Jean-François, Esposito, Floriana, Giannotti, Fosca, Pedreschi, Dino

Year:

2004

Language:

english

File:

PDF, 228 KB

english, 2004

43

Visually driven analysis of movement data by progressive clustering

Rinzivillo, Salvatore, Pedreschi, Dino, Nanni, Mirco, Giannotti, Fosca, Andrienko, Natalia, Andrienko, Gennady

Journal:

Information Visualization

Year:

2008

Language:

english

File:

PDF, 897 KB

english, 2008

44

Discovering temporal regularities in retail customers’ shopping behavior

Guidotti, Riccardo, Gabrielli, Lorenzo, Monreale, Anna, Pedreschi, Dino, Giannotti, Fosca

Journal:

EPJ Data Science

Year:

2018

Language:

english

File:

PDF, 4.53 MB

english, 2018

45

Time-focused clustering of trajectories of moving objects

Mirco Nanni, Dino Pedreschi

Journal:

Journal of Intelligent Information Systems

Year:

2006

Language:

english

File:

PDF, 1.36 MB

english, 2006

46

Mobility, Data Mining and Privacy || Basic Concepts of Movement Data

Giannotti, Fosca, Pedreschi, Dino

Year:

2008

Language:

english

File:

PDF, 232 KB

english, 2008

47

The italian music superdiversity

Pollacci, Laura, Guidotti, Riccardo, Rossetti, Giulio, Giannotti, Fosca, Pedreschi, Dino

Journal:

Multimedia Tools and Applications

Year:

2018

Language:

english

File:

PDF, 2.31 MB

english, 2018

48

Tiles: an online algorithm for community discovery in dynamic social networks

Rossetti, Giulio, Pappalardo, Luca, Pedreschi, Dino, Giannotti, Fosca

Journal:

Machine Learning

Year:

2016

Language:

english

File:

PDF, 2.27 MB

english, 2016

49

Homophilic network decomposition: a community-centric analysis of online social services

Rossetti, Giulio, Pappalardo, Luca, Kikas, Riivo, Pedreschi, Dino, Giannotti, Fosca, Dumas, Marlon

Journal:

Social Network Analysis and Mining

Year:

2016

Language:

english

File:

PDF, 1.51 MB

english, 2016

50

[Lecture Notes in Computer Science] Social Informatics Volume 12467 (12th International Conference, SocInfo 2020, Pisa, Italy, October 6â9, 2020, Proceedings) ||

Aref, Samin, Bontcheva, Kalina, Braghieri, Marco, Dignum, Frank, Giannotti, Fosca, Grisolia, Francesco, Pedreschi, Dino

Year:

2020

File:

PDF, 38.66 MB

2020

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