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Michele Coscia
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2017
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.
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2016
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.
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2015
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.
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M. Coscia
,
Pennacchioli, D.
, and
Giannotti, F.
,
“
Product assortment and customer mobility
”
,
EPJ Data Science
, vol. 4, pp. 1–18, 2015.
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2014
D. Pennacchioli
,
Coscia, M.
, and
Pedreschi, D.
,
“
Overlap versus partition: marketing classification and customer profiling in complex networks of products
”
, in
Data engineering workshops (ICDEW), 2014 IEEE 30th international conference on
, 2014.
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D. Pennacchioli
,
Rossetti, G.
,
Pappalardo, L.
,
Pedreschi, D.
,
Giannotti, F.
, and
Coscia, M.
,
“
The patterns of musical influence on the Last.Fm social network
”
, in
22nd Italian Symposium on Advanced Database Systems, {SEBD} 2014, Sorrento Coast, Italy, June 16-18, 2014.
, 2014.
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D. Pennacchioli
,
Coscia, M.
,
Rinzivillo, S.
,
Giannotti, F.
, and
Pedreschi, D.
,
“
The retail market as a complex system
”
,
EPJ Data Science
, vol. 3, pp. 1–27, 2014.
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M. Coscia
,
Rossetti, G.
,
Giannotti, F.
, and
Pedreschi, D.
,
“
Uncovering Hierarchical and Overlapping Communities with a Local-First Approach
”
,
{TKDD}
, vol. 9, p. 6, 2014.
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2013
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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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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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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M. Coscia
,
Rossetti, G.
,
Pennacchioli, D.
,
Ceccarelli, D.
, and
Giannotti, F.
,
“
You Know Because I Know”: a Multidimensional Network Approach to Human Resources Problem
”
, in
ASONAM 2013
, 2013.
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2012
G. Bachi
,
Coscia, M.
,
Monreale, A.
, and
Giannotti, F.
,
“
Classifying Trust/Distrust Relationships in Online Social Networks
”
, in
2012 International Conference on Privacy, Security, Risk and Trust, {PASSAT} 2012, and 2012 International Confernece on Social Computing, SocialCom 2012, Amsterdam, Netherlands, September 3-5, 2012
, 2012, pp. 552–557.
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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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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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S. Rinzivillo
,
Mainardi, S.
,
Pezzoni, F.
,
Coscia, M.
,
Giannotti, F.
, and
Pedreschi, D.
,
“
Discovering the Geographical Borders of Human Mobility
”
,
KI - Künstliche Intelligenz
, 2012.
DOI
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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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2011
M. Coscia
,
Giannotti, F.
, and
Pedreschi, D.
,
“
A classification for community discovery methods in complex networks
”
,
Statistical Analysis and Data Mining
, vol. 4, pp. 512-546, 2011.
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M. Berlingerio
,
Coscia, M.
, and
Giannotti, F.
,
“
Finding and Characterizing Communities in Multidimensional Networks
”
, in
ASONAM
, 2011, pp. 490-494.
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M. Berlingerio
,
Coscia, M.
, and
Giannotti, F.
,
“
Finding redundant and complementary communities in multidimensional networks
”
, in
CIKM
, 2011, pp. 2181-2184.
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M. Berlingerio
,
Coscia, M.
,
Giannotti, F.
,
Monreale, A.
, and
Pedreschi, D.
,
“
Foundations of Multidimensional Network Analysis
”
, in
ASONAM
, 2011, pp. 485-489.
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M. Berlingerio
,
Coscia, M.
,
Giannotti, F.
,
Monreale, A.
, and
Pedreschi, D.
,
“
The pursuit of hubbiness: Analysis of hubs in large multidimensional networks
”
,
J. Comput. Science
, vol. 2, pp. 223-237, 2011.
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2010
M. Berlingerio
,
Coscia, M.
,
Giannotti, F.
,
Monreale, A.
, and
Pedreschi, D.
,
“
As Time Goes by: Discovering Eras in Evolving Social Networks
”
, in
PAKDD (1)
, 2010, pp. 81-90.
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