Riccardo Guidotti
TitleCited byYear
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), 93, 2018
1542018
Myway: Location prediction via mobility profiling
R Trasarti, R Guidotti, A Monreale, F Giannotti
Information Systems 64, 350-367, 2017
302017
Local rule-based explanations of black box decision systems
R Guidotti, A Monreale, S Ruggieri, D Pedreschi, F Turini, F Giannotti
arXiv preprint arXiv:1805.10820, 2018
182018
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
162015
Never drive alone: Boosting carpooling with network analysis
R Guidotti, M Nanni, S Rinzivillo, D Pedreschi, F Giannotti
Information Systems 64, 237-257, 2017
152017
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
142017
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
132015
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
112015
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
112014
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
82016
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
72017
Open the black box data-driven explanation of black box decision systems
D Pedreschi, F Giannotti, R Guidotti, A Monreale, L Pappalardo, ...
arXiv preprint arXiv:1806.09936, 2018
62018
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
62015
Meaningful Explanations of Black Box AI Decision Systems
D Pedreschi, F Giannotti, R Guidotti, A Monreale, S Ruggieri, F Turini
42019
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
42017
Discovering temporal regularities in retail customers’ shopping behavior
R Guidotti, L Gabrielli, A Monreale, D Pedreschi, F Giannotti
EPJ Data Science 7 (1), 6, 2018
32018
The fractal dimension of music: geography, popularity and sentiment analysis
L Pollacci, R Guidotti, G Rossetti, F Giannotti, D Pedreschi
International conference on smart objects and technologies for social good …, 2017
32017
Recognizing residents and tourists with retail data using shopping profiles
R Guidotti, L Gabrielli
International Conference on Smart Objects and Technologies for Social Good …, 2017
32017
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
32017
Personal data analytics: capturing human behavior to improve self-awareness and personal services through individual and collective knowledge
R GUIDOTTI
32017
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