Riccardo Guidotti
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A survey of methods for explaining black box models
R Guidotti, A Monreale, S Ruggieri, F Turini, F Giannotti, D Pedreschi
ACM computing surveys (CSUR) 51 (5), 1-42, 2018
7432018
Factual and counterfactual explanations for black box decision making
R Guidotti, A Monreale, F Giannotti, D Pedreschi, S Ruggieri, F Turini
IEEE Intelligent Systems 34 (6), 14-23, 2019
96*2019
Myway: Location prediction via mobility profiling
R Trasarti, R Guidotti, A Monreale, F Giannotti
Information Systems 64, 350-367, 2017
572017
Meaningful Explanations of Black Box AI Decision Systems
D Pedreschi, F Giannotti, R Guidotti, A Monreale, S Ruggieri, F Turini
39*2019
Never drive alone: Boosting carpooling with network analysis
R Guidotti, M Nanni, S Rinzivillo, D Pedreschi, F Giannotti
Information Systems 64, 237-257, 2017
302017
The GRAAL of carpooling: GReen And sociAL optimization from crowd-sourced data
M Berlingerio, B Ghaddar, R Guidotti, A Pascale, A Sassi
Transportation Research Part C: Emerging Technologies 80, 20-36, 2017
272017
Interaction prediction in dynamic networks exploiting community discovery
G Rossetti, R Guidotti, D Pennacchioli, D Pedreschi, F Giannotti
2015 IEEE/ACM International Conference on Advances in Social Networks …, 2015
212015
TOSCA: two-steps clustering algorithm for personal locations detection
R Guidotti, R Trasarti, M Nanni
Proceedings of the 23rd SIGSPATIAL International Conference on Advances in …, 2015
202015
Behavioral entropy and profitability in retail
R Guidotti, M Coscia, D Pedreschi, D Pennacchioli
2015 IEEE International Conference on Data Science and Advanced Analytics …, 2015
152015
Retrieving points of interest from human systematic movements
R Guidotti, A Monreale, S Rinzivillo, D Pedreschi, F Giannotti
International Conference on Software Engineering and Formal Methods, 294-308, 2014
152014
A supervised approach for intra-/inter-community interaction prediction in dynamic social networks
G Rossetti, R Guidotti, I Miliou, D Pedreschi, F Giannotti
Social Network Analysis and Mining 6 (1), 86, 2016
142016
Discovering temporal regularities in retail customers’ shopping behavior
R Guidotti, L Gabrielli, A Monreale, D Pedreschi, F Giannotti
EPJ Data Science 7, 1-26, 2018
132018
Market basket prediction using user-centric temporal annotated recurring sequences
R Guidotti, G Rossetti, L Pappalardo, F Giannotti, D Pedreschi
2017 IEEE International Conference on Data Mining (ICDM), 895-900, 2017
122017
Clustering individual transactional data for masses of users
R Guidotti, A Monreale, M Nanni, F Giannotti, D Pedreschi
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge …, 2017
122017
There's a path for everyone: A data-driven personal model reproducing mobility agendas
R Guidotti, R Trasarti, M Nanni, F Giannotti, D Pedreschi
2017 IEEE International Conference on Data Science and Advanced Analytics …, 2017
102017
Give more data, awareness and control to individual citizens, and they will help COVID-19 containment
M Nanni, G Andrienko, C Boldrini, F Bonchi, C Cattuto, F Chiaromonte, ...
arXiv preprint arXiv:2004.05222, 2020
92020
Social or green? A data-driven approach for more enjoyable carpooling
R Guidotti, A Sassi, M Berlingerio, A Pascale, B Ghaddar
2015 IEEE 18th International Conference on Intelligent Transportation …, 2015
82015
Managing travels with petra: the rome use case
A Botea, S Braghin, N Lopes, R Guidotti, F Pratesi
2015 31st IEEE International Conference on Data Engineering Workshops, 110-111, 2015
7*2015
Going beyond GDP to nowcast well-being using retail market data
R Guidotti, M Coscia, D Pedreschi, D Pennacchioli
International Conference and School on Network Science, 29-42, 2016
62016
Black Box Explanation by Learning Image Exemplars in the Latent Feature Space
R Guidotti, A Monreale, S Matwin, D Pedreschi
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2019
52019
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Artikelen 1–20