F. Giannotti

Knowledge Discovery and Data Mining, ACM Computing Surveys, The European Physical Journal Special Topics, Nature Communications, Statistical analysis and data mining, The VLDB journal, IEEE Symposium on Visual Analytics Science and Technology, Information Visualization, IEEE Intelligent Systems, Lecture Notes in Computer Science Show more
13
Role Title Level Year L/R
🐢 A Survey of Methods for Explaining Black Box Models
Riccardo Guidotti12, A. Monreale12, F. Turini12, D. Pedreschi13, F. Giannotti13 		11 2018 11
🐢
🦁 Trajectory pattern mining
F. Giannotti13, M. Nanni11, Fabio Pinelli11, D. Pedreschi13 		10 2007 10
🦁
🐜 Smart cities of the future
8 auth. Michael Batty, K. Axhausen, F. Giannotti, Alexei Pozdnoukhov, Armando Bazzani, Monica Wachowicz, ... Georgios K. Ouzounis, Y. Portugali 		9 2012 9
🐜
🐬 Human mobility, social ties, and link prediction
Dashun Wang12, D. Pedreschi13, Chaoming Song, F. Giannotti13, A. Barabási 		9 2011 9
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🐢 WhereNext: a location predictor on trajectory pattern mining
A. Monreale12, Fabio Pinelli11, R. Trasarti10, F. Giannotti13 		9 2009 9
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🐬 Returners and explorers dichotomy in human mobility
Luca Pappalardo9, F. Simini, S. Rinzivillo11, D. Pedreschi13, F. Giannotti13, A. Barabási 		8 2015 8
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🐢 Local Rule-Based Explanations of Black Box Decision Systems
Riccardo Guidotti12, A. Monreale12, S. Ruggieri11, D. Pedreschi13, F. Turini12, F. Giannotti13 		8 2018 8
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🐬 A classification for community discovery methods in complex networks
M. Coscia10, F. Giannotti13, D. Pedreschi13 		8 2011 8
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🐜 Unveiling the complexity of human mobility by querying and mining massive trajectory data
7 auth. F. Giannotti, M. Nanni, D. Pedreschi, Fabio Pinelli, C. Renso, S. Rinzivillo, ... R. Trasarti 		8 2011 8
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🐢 Interactive visual clustering of large collections of trajectories
G. Andrienko12, N. Andrienko, S. Rinzivillo11, M. Nanni11, D. Pedreschi13, F. Giannotti13 		8 2009 8
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🐬 DEMON: a local-first discovery method for overlapping communities
M. Coscia10, Giulio Rossetti10, F. Giannotti13, D. Pedreschi13 		7 2012 7
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🐬 Visually driven analysis of movement data by progressive clustering
S. Rinzivillo11, D. Pedreschi13, M. Nanni11, F. Giannotti13, N. Andrienko, G. Andrienko 		7 2008 7
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🐬 Factual and Counterfactual Explanations for Black Box Decision Making
Riccardo Guidotti12, A. Monreale12, F. Giannotti13, D. Pedreschi, S. Ruggieri11, F. Turini12 		7 2019 7
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🐬 Machine Learning: ECML 2004
Jean-François Boulicaut10, F. Esposito10, F. Giannotti13, D. Pedreschi 		7 2004 7
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