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Title
[
Type
]
Year
Conference Paper
C. Panigutti
,
Perotti, A.
, and
Pedreschi, D.
,
“
Doctor XAI: an ontology-based approach to black-box sequential data classification explanations
”
, in
Proceedings of the 2020 Conference on Fairness, Accountability, and Transparency
, 2020.
DOI
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M. Baglioni
,
Furletti, B.
, and
Turini, F.
,
“
DrC4.5: Improving C4.5 by means of Prior Knowledge
”
, in
ACM Symposium on Applied Computing
, Santa Fe, New Mexico, USA, 2005.
DOI
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B. Guidi
,
Michienzi, A.
, and
Rossetti, G.
,
“
Dynamic community analysis in decentralized online social networks
”
, in
European Conference on Parallel Processing
, 2017.
Google Scholar
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F. Giannotti
,
Manco, G.
,
Nanni, M.
, and
Pedreschi, D.
,
“
On the Effective Semantics of Nondeterministic, Nonmonotonic, Temporal Logic Databases
”
, in
CSL
, 1998, pp. 58-72.
Google Scholar
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K. S. Boeg
,
Ira Assent,
, and
Magnani, M.
,
“
Efficient GPU-based skyline computation
”
, in
DAMON@SIGMOD 2013
, 2013.
Google Scholar
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F. Giannotti
,
Nanni, M.
, and
Pedreschi, D.
,
“
Efficient Mining of Temporally Annotated Sequences
”
, in
SDM
, 2006.
Google Scholar
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RIS
P. Cintia
,
Pappalardo, L.
, and
Pedreschi, D.
,
“
"Engine Matters": {A} First Large Scale Data Driven Study on Cyclists' Performance
”
, in
13th {IEEE} International Conference on Data Mining Workshops, {ICDM} Workshops, TX, USA, December 7-10, 2013
, 2013.
DOI
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A. Raffaetà
,
Turini, F.
, and
Renso, C.
,
“
Enhancing GISs for spatio-temporal reasoning
”
, in
ACM-GIS
, 2002, pp. 42-48.
Google Scholar
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S. Ruggieri
,
“
Enumerating Distinct Decision Trees
”
, in
International Conference on Machine Learning
, 2017.
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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V. Voukelatou
,
Pappalardo, L.
,
Gabrielli, L.
, and
Giannotti, F.
,
“
Estimating countries’ peace index through the lens of the world news as monitored by GDELT
”
, in
2020 IEEE 7th International Conference on Data Science and Advanced Analytics (DSAA)2020 IEEE 7th International Conference on Data Science and Advanced Analytics (DSAA)
, 2020.
DOI
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S. Citraro
and
Rossetti, G.
,
“
Eva: Attribute-Aware Network Segmentation
”
, in
International Conference on Complex Networks and Their Applications
, 2019.
Google Scholar
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F. Bonchi
,
Giannotti, F.
,
Mazzanti, A.
, and
Pedreschi, D.
,
“
ExAMiner: Optimized Level-wise Frequent Pattern Mining with Monotone Constraint
”
, in
ICDM
, 2003, pp. 11-18.
Google Scholar
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F. Turini
,
Baglioni, M.
,
Furletti, B.
, and
Rinzivillo, S.
,
“
Examples of Integration of Induction and Deduction in Knowledge Discovery
”
, in
Reasoning, Action and Interaction in AI Theories and Systems
, 2006, pp. 307-326.
Google Scholar
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F. Bonchi
,
Giannotti, F.
,
Mazzanti, A.
, and
Pedreschi, D.
,
“
ExAnte: Anticipated Data Reduction in Constrained Pattern Mining
”
, in
PKDD
, 2003, pp. 59-70.
Google Scholar
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G. Rossetti
,
“
Exorcising the Demon: Angel, Efficient Node-Centric Community Discovery
”
, in
International Conference on Complex Networks and Their Applications
, 2019.
Google Scholar
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F. Giannotti
,
Manco, G.
,
Pedreschi, D.
, and
Turini, F.
,
“
Experiences with a Logic-Based Knowledge Discovery Support Environment
”
, in
AI*IA
, 1999, pp. 202-213.
Google Scholar
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F. Giannotti
,
Manco, G.
,
Pedreschi, D.
, and
Turini, F.
,
“
Experiences with a Logic-based knowledge discovery Support Environment
”
, in
1999 ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery
, 1999.
Google Scholar
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RIS
F. Bodria
,
Panisson, A.
,
Perotti, A.
, and
Piaggesi, S.
,
“
Explainability Methods for Natural Language Processing: Applications to Sentiment Analysis.
”
, in
SEBD
, 2020.
Google Scholar
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RIS
F. Bodria
,
“
Explaining Black Box with visual exploration of Latent Space
”
, in
EuroVis
, 2022.
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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O. Lampridis
,
Guidotti, R.
, and
Ruggieri, S.
,
“
Explaining Sentiment Classification with Synthetic Exemplars and Counter-Exemplars
”
, in
Discovery Science
, Cham, 2020.
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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R. Trasarti
,
Rinzivillo, S.
,
Pinelli, F.
,
Nanni, M.
,
Monreale, A.
,
Renso, C.
,
Pedreschi, D.
, and
Giannotti, F.
,
“
Exploring Real Mobility Data with M-Atlas
”
, in
ECML/PKDD (3)
, 2010, pp. 624-627.
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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