Riccardo Guidotti
Title
Cited by
Cited by
Year
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
12062018
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
159*2019
Meaningful Explanations of Black Box AI Decision Systems
D Pedreschi, F Giannotti, R Guidotti, A Monreale, S Ruggieri, F Turini
70*2019
Myway: Location prediction via mobility profiling
R Trasarti, R Guidotti, A Monreale, F Giannotti
Information Systems 64, 350-367, 2017
662017
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
342017
Never drive alone: Boosting carpooling with network analysis
R Guidotti, M Nanni, S Rinzivillo, D Pedreschi, F Giannotti
Information Systems 64, 237-257, 2017
342017
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
262015
Give more data, awareness and control to individual citizens, and they will help COVID-19 containment
M Nanni, G Andrienko, AL Barabási, C Boldrini, F Bonchi, C Cattuto, ...
Ethics and Information Technology, 1-6, 2021
222021
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
222019
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
222015
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
182015
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
172016
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
162017
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
152017
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
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
142018
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
132018
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
132018
On the stability of interpretable models
R Guidotti, S Ruggieri
2019 International Joint Conference on Neural Networks (IJCNN), 1-8, 2019
112019
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
112017
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Articles 1–20