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Riccardo Guidotti
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Book Chapter
R. Guidotti
,
Coscia, M.
,
Pedreschi, D.
, and
Pennacchioli, D.
,
“
Going Beyond GDP to Nowcast Well-Being Using Retail Market Data
”
, in
Advances in Network Science
, Springer International Publishing, 2016, pp. 29–42.
DOI
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R. Guidotti
,
Monreale, A.
,
Rinzivillo, S.
,
Pedreschi, D.
, and
Giannotti, F.
,
“
Retrieving Points of Interest from Human Systematic Movements
”
, in
Software Engineering and Formal Methods
, Springer International Publishing, 2014, pp. 294–308.
DOI
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R. Guidotti
and
Cintia, P.
,
“
Towards a Boosted Route Planner Using Individual Mobility Models
”
, in
Software Engineering and Formal Methods
, Springer Berlin Heidelberg, 2015, pp. 108–123.
Google Scholar
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R. Guidotti
and
Berlingerio, M.
,
“
Where Is My Next Friend? Recommending Enjoyable Profiles in Location Based Services
”
, in
Complex Networks VII
, Springer International Publishing, 2016, pp. 65–78.
DOI
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Conference Paper
R. Guidotti
,
Rossetti, G.
, and
Pedreschi, D.
,
“
Audio Ergo Sum
”
, in
Federation of International Conferences on Software Technologies: Applications and Foundations
, 2016.
DOI
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R. Guidotti
,
Coscia, M.
,
Pedreschi, D.
, and
Pennacchioli, D.
,
“
Behavioral Entropy and Profitability in Retail
”
, in
IEEE International Conference on Data Science and Advanced Analytics (IEEE DSAA'2015)
, Paris, 2015.
Google Scholar
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R. Guidotti
,
Monreale, A.
,
Nanni, M.
,
Giannotti, F.
, and
Pedreschi, D.
,
“
Clustering Individual Transactional Data for Masses of Users
”
, in
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
, 2017.
DOI
Google Scholar
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R. Guidotti
and
Coscia, M.
,
“
On the Equivalence Between Community Discovery and Clustering
”
, in
International Conference on Smart Objects and Technologies for Social Good
, 2017.
Google Scholar
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C. Panigutti
,
Guidotti, R.
,
Monreale, A.
, and
Pedreschi, D.
,
“
Explaining multi-label black-box classifiers for health applications
”
, in
International Workshop on Health Intelligence
, 2019.
Google Scholar
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C. Panigutti
,
Guidotti, R.
,
Monreale, A.
, and
Pedreschi, D.
,
“
Explaining multi-label black-box classifiers for health applications
”
, in
International Workshop on Health Intelligence
, 2019.
DOI
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R. Guidotti
,
Soldani, J.
,
Neri, D.
, and
Brogi, A.
,
“
Explaining successful docker images using pattern mining analysis
”
, in
Federation of International Conferences on Software Technologies: Applications and Foundations
, 2018.
DOI
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M. Natilli
,
Monreale, A.
,
Guidotti, R.
, and
Pappalardo, L.
,
“
Exploring Students Eating Habits Through Individual Profiling and Clustering Analysis
”
, in
ECML PKDD 2018 Workshops
, 2018.
Google Scholar
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L. Kotthoff
,
Nanni, M.
,
Guidotti, R.
, and
O'Sullivan, B.
,
“
Find Your Way Back: Mobility Profile Mining with Constraints
”
, in
Principles and Practice of Constraint Programming
, Cork, 2015.
Google Scholar
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L. Pollacci
,
Guidotti, R.
,
Rossetti, G.
,
Giannotti, F.
, and
Pedreschi, D.
,
“
The Fractal Dimension of Music: Geography, Popularity and Sentiment Analysis
”
, in
International Conference on Smart Objects and Technologies for Social Good
, 2018.
DOI
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L. Pollacci
,
Guidotti, R.
,
Rossetti, G.
,
Giannotti, F.
, and
Pedreschi, D.
,
“
The Fractal Dimension of Music: Geography, Popularity and Sentiment Analysis
”
, in
International Conference on Smart Objects and Technologies for Social Good
, 2017.
Google Scholar
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R. Guidotti
,
Soldani, J.
,
Neri, D.
,
Brogi, A.
, and
Pedreschi, D.
,
“
Helping your docker images to spread based on explainable models
”
, in
Joint European Conference on Machine Learning and Knowledge Discovery in Databases
, 2018.
DOI
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G. Rossetti
,
Guidotti, R.
,
Pennacchioli, D.
,
Pedreschi, D.
, and
Giannotti, F.
,
“
Interaction Prediction in Dynamic Networks exploiting Community Discovery
”
, in
International conference on Advances in Social Network Analysis and Mining, ASONAM 2015
, Paris, France, 2015.
DOI
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R. Guidotti
,
Monreale, A.
, and
Cariaggi, L.
,
“
Investigating Neighborhood Generation Methods for Explanations of Obscure Image Classifiers
”
, in
Pacific-Asia Conference on Knowledge Discovery and Data Mining
, 2019.
DOI
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R. Guidotti
,
Monreale, A.
, and
Cariaggi, L.
,
“
Investigating Neighborhood Generation Methods for Explanations of Obscure Image Classifiers
”
, in
Pacific-Asia Conference on Knowledge Discovery and Data Mining
, 2019.
Google Scholar
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A. Botea
,
Braghin, S.
,
Lopes, N.
,
Guidotti, R.
, and
Pratesi, F.
,
“
Managing travels with PETRA: The Rome use case
”
, in
2015 31st IEEE International Conference on Data Engineering Workshops (ICDEW)
, 2015.
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R. Guidotti
,
Rossetti, G.
,
Pappalardo, L.
,
Giannotti, F.
, and
Pedreschi, D.
,
“
Market Basket Prediction using User-Centric Temporal Annotated Recurring Sequences
”
, in
2017 IEEE International Conference on Data Mining (ICDM)
, 2017.
Google Scholar
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D. Pedreschi
,
Giannotti, F.
,
Guidotti, R.
,
Monreale, A.
,
Ruggieri, S.
, and
Turini, F.
,
“
Meaningful explanations of Black Box AI decision systems
”
, in
Proceedings of the AAAI Conference on Artificial Intelligence
, 2019.
DOI
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M. Berlingerio
,
Bicer, V.
,
Botea, A.
,
Braghin, S.
,
Lopes, N.
,
Guidotti, R.
, and
Pratesi, F.
,
“
Mobility Mining for Journey Planning in Rome
”
, in
Machine Learning and Knowledge Discovery in Databases
, 2015.
Google Scholar
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R. Pellungrini
,
Monreale, A.
, and
Guidotti, R.
,
“
Privacy Risk for Individual Basket Patterns
”
, in
ECML PKDD 2018 Workshops - MIDAS 2018 and PAP 2018, Dublin, Ireland, September 10-14, 2018, Proceedings
, 2018.
DOI
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R. Guidotti
and
Gabrielli, L.
,
“
Recognizing Residents and Tourists with Retail Data Using Shopping Profiles
”
, in
International Conference on Smart Objects and Technologies for Social Good
, 2017.
DOI
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