Riccardo Guidotti
Riccardo Guidotti
KDD Lab, ISTI-CNR, Pisa
Verified email at isti.cnr.it - Homepage
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, 2019
2862019
Myway: Location prediction via mobility profiling
R Trasarti, R Guidotti, A Monreale, F Giannotti
Information Systems 64, 350-367, 2017
332017
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
322018
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
192015
Never drive alone: Boosting carpooling with network analysis
R Guidotti, M Nanni, S Rinzivillo, D Pedreschi, F Giannotti
Information Systems 64, 237-257, 2017
182017
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
172017
Meaningful Explanations of Black Box AI Decision Systems
D Pedreschi, F Giannotti, R Guidotti, A Monreale, S Ruggieri, F Turini
15*2019
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
152015
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
122015
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
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
92017
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
92016
Personalized market basket prediction with temporal annotated recurring sequences
R Guidotti, G Rossetti, L Pappalardo, F Giannotti, D Pedreschi
IEEE Transactions on Knowledge and Data Engineering, 2018
8*2018
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
72015
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
42018
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
42017
Where is my next friend? recommending enjoyable profiles in location based services
R Guidotti, M Berlingerio
Complex Networks VII, 65-78, 2016
42016
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
4*2015
The italian music superdiversity
L Pollacci, R Guidotti, G Rossetti, F Giannotti, D Pedreschi
Multimedia Tools and Applications 78 (3), 3297-3319, 2019
3*2019
Helping your docker images to spread based on explainable models
R Guidotti, J Soldani, D Neri, A Brogi, D Pedreschi
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2018
32018
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