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Dino Pedreschi
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2012
T. Bellemans
,
Bothe, S.
,
Cho, S.
,
Giannotti, F.
,
Janssens, D.
,
Knapen, L.
,
Körner, C.
,
May, M.
,
Nanni, M.
,
Pedreschi, D.
,
Stange, H.
,
Trasarti, R.
,
Yasar, A. - U. - H.
, and
Wets, G.
,
“
An Agent-Based Model to Evaluate Carpooling at Large Manufacturing Plants
”
, in
Proceedings of the 3rd International Conference on Ambient Systems, Networks and Technologies {(ANT} 2012), the 9th International Conference on Mobile Web Information Systems (MobiWIS-2012), Niagara Falls, Ontario, Canada, August 27-29, 2012
, 2012.
DOI
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R.Liu
,
Wang, H. Wendy
,
Monreale, A.
,
Pedreschi, D.
,
Giannotti, F.
, and
Guo, W.
,
“
AUDIO: An Integrity Auditing Framework of Outlier-Mining-as-a-Service Systems.
”
, in
Machine Learning and Knowledge Discovery in Databases, European Conference, ECML PKDD 2012
, 2012.
DOI
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D. Janssens
,
Giannotti, F.
,
Nanni, M.
,
Pedreschi, D.
, and
Rinzivillo, S.
,
“
Data Science for Simulating the Era of Electric Vehicles
”
,
KI - Künstliche Intelligenz
, 2012.
DOI
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M. Coscia
,
Rossetti, G.
,
Giannotti, F.
, and
Pedreschi, D.
,
“
DEMON: a Local-First Discovery Method for Overlapping Communities
”
, in
KDD 2012
, 2012.
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M. Coscia
,
Rossetti, G.
,
Giannotti, F.
, and
Pedreschi, D.
,
“
DEMON: a local-first discovery method for overlapping communities
”
, in
The 18th {ACM} {SIGKDD} International Conference on Knowledge Discovery and Data Mining, {KDD} '12, Beijing, China, August 12-16, 2012
, 2012.
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S. Rinzivillo
,
Mainardi, S.
,
Pezzoni, F.
,
Coscia, M.
,
Giannotti, F.
, and
Pedreschi, D.
,
“
Discovering the Geographical Borders of Human Mobility
”
,
KI - Künstliche Intelligenz
, 2012.
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L. Pappalardo
,
Rossetti, G.
, and
Pedreschi, D.
,
“
"How Well Do We Know Each Other?" Detecting Tie Strength in Multidimensional Social Networks
”
, in
International Conference on Advances in Social Networks Analysis and Mining, {ASONAM} 2012, Istanbul, Turkey, 26-29 August 2012
, 2012.
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S. Hajian
,
Monreale, A.
,
Pedreschi, D.
,
Domingo-Ferrer, J.
, and
Giannotti, F.
,
“
Injecting Discrimination and Privacy Awareness Into Pattern Discovery
”
, in
12th {IEEE} International Conference on Data Mining Workshops, {ICDM} Workshops, Brussels, Belgium, December 10, 2012
, 2012, pp. 360–369.
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S. Ceri
,
Valle, E. Della
,
Pedreschi, D.
, and
Trasarti, R.
,
“
Mega-modeling for Big Data Analytics
”
, in
Conceptual Modeling - 31st International Conference {ER} 2012, Florence, Italy, October 15-18, 2012. Proceedings
, 2012.
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M. Berlingerio
,
Coscia, M.
,
Giannotti, F.
,
Monreale, A.
, and
Pedreschi, D.
,
“
Multidimensional networks: foundations of structural analysis
”
,
World Wide Web
, vol. Volume 15 / 2012, 2012.
DOI
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M. Coscia
,
Rinzivillo, S.
,
Pedreschi, D.
, and
Giannotti, F.
,
“
Optimal Spatial Resolution for the Analysis of Human Mobility
”
,
IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
. Instanbul, Turkey, 2012.
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2013
L. Pappalardo
,
Simini, F.
,
Rinzivillo, S.
,
Pedreschi, D.
, and
Giannotti, F.
,
“
Comparing General Mobility and Mobility by Car
”
, in
Computational Intelligence and 11th Brazilian Congress on Computational Intelligence (BRICS-CCI CBIC), 2013 BRICS Congress on
, 2013.
DOI
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D. Pedreschi
,
Ruggieri, S.
, and
Turini, F.
,
“
The discovery of discrimination
”
, in
Discrimination and privacy in the information society
, Springer, 2013, pp. 91–108.
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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.
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M. Berlingerio
,
Coscia, M.
,
Giannotti, F.
,
Monreale, A.
, and
Pedreschi, D.
,
“
Evolving networks: Eras and turning points
”
,
Intell. Data Anal.
, vol. 17, pp. 27–48, 2013.
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D. Pennacchioli
,
Coscia, M.
,
Rinzivillo, S.
,
Pedreschi, D.
, and
Giannotti, F.
,
“
Explaining the PRoduct Range Effect in Purchase Data
”
,
IEEE Big Data
. 2013.
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G. Rossetti
,
Pappalardo, L.
, and
Pedreschi, D.
,
“
Measuring tie strength in multidimensional networks
”
, in
SEDB 2013
, 2013.
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F. Pratesi
,
Monreale, A.
,
Wang, H. Wendy
,
Rinzivillo, S.
,
Pedreschi, D.
,
Andrienko, G.
, and
Andrienko, N.
,
“
Privacy-Aware Distributed Mobility Data Analytics
”
, in
SEBD
, Roccella Jonica, 2013.
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A. Monreale
,
Wang, H. Wendy
,
Pratesi, F.
,
Rinzivillo, S.
,
Pedreschi, D.
,
Andrienko, G.
, and
Andrienko, N.
,
“
Privacy-Preserving Distributed Movement Data Aggregation
”
, in
Geographic Information Science at the Heart of Europe
,
D. Vandenbroucke
,
Bucher, B.
, and
Crompvoets, J.
, Eds.
Springer International Publishing, 2013, pp. 225-245.
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F. Giannotti
,
Lakshmanan, L. V. S.
,
Monreale, A.
,
Pedreschi, D.
, and
Wang, H. Wendy
,
“
Privacy-Preserving Mining of Association Rules From Outsourced Transaction Databases
”
,
IEEE Systems Journal
, 2013.
DOI
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L. Milli
,
Monreale, A.
,
Rossetti, G.
,
Giannotti, F.
,
Pedreschi, D.
, and
Sebastiani, F.
,
“
Quantification Trees
”
, in
2013 IEEE 13th International Conference on Data Mining, Dallas, TX, USA, December 7-10, 2013
, 2013, pp. 528–536.
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M. Coscia
,
Rinzivillo, S.
,
Giannotti, F.
, and
Pedreschi, D.
,
“
Spatial and Temporal Evaluation of Network-based Analysis of Human Mobility
”
,
Social Network Analysis and Mining
, vol. to appear, 2013.
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R. Ong
,
Nanni, M.
,
Renso, C.
,
Wachowicz, M.
, and
Pedreschi, D.
,
“
A Study on Parameter Estimation for a Mining Flock Algorithm
”
, in
Mining Complex Patterns Workshop, ECML PKDD 2013
, 2013.
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D. Pennacchioli
,
Rossetti, G.
,
Pappalardo, L.
,
Pedreschi, D.
,
Giannotti, F.
, and
Coscia, M.
,
“
The Three Dimensions of Social Prominence
”
, in
Social Informatics - 5th International Conference, SocInfo 2013, Kyoto, Japan, November 25-27, 2013, Proceedings
, 2013.
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S. Ceri
,
Palpanas, T.
,
Valle, E. Della
,
Pedreschi, D.
,
Freytag, J. - C.
, and
Trasarti, R.
,
“
Towards mega-modeling: a walk through data analysis experiences
”
,
{SIGMOD} Record
, vol. 42, pp. 19–27, 2013.
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