Tina Eliassi-Rad

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Brian GallagherComputer Scientist, Lawrence Livermore National LaboratoryAdresse e-mail validée de llnl.gov
Christos FaloutsosCMUAdresse e-mail validée de cs.cmu.edu
Hanghang TongUniversity of Illinois at Urbana-ChampaignAdresse e-mail validée de illinois.edu
Leman AkogluAssociate Professor, Carnegie Mellon UniversityAdresse e-mail validée de andrew.cmu.edu
Danai KoutraUniversity of Michigan, Ann ArborAdresse e-mail validée de umich.edu
Sucheta SoundarajanSyracuse UniversityAdresse e-mail validée de syr.edu
Lise GetoorDistinguished Professor of Computer Science & Engineering, University of California, Santa CruzAdresse e-mail validée de ucsc.edu
Monique SnoeckManagement Information Systems, Faculty of Economics and Business and Economics, KU LeuvenAdresse e-mail validée de kuleuven.be
Véronique Van VlasselaerKU LeuvenAdresse e-mail validée de kuleuven.be
B. Aditya PrakashAssociate Professor, Georgia Institute of TechnologyAdresse e-mail validée de cs.cmu.edu
Jude ShavlikProfessor of Computer Science and of Biostatistics & Medical Informatics, University of WisconsinAdresse e-mail validée de cs.wisc.edu
Duen Horng ChauProfessor, Georgia Institute of TechnologyAdresse e-mail validée de gatech.edu
Mustafa BilgicIllinois Institute of TechnologyAdresse e-mail validée de iit.edu
Prithviraj SenAmazon Inc.Adresse e-mail validée de amazon.com
Michalis FaloutsosU. C. RiversideAdresse e-mail validée de cs.ucr.edu
Spiros PapadimitriouRutgers UniversityAdresse e-mail validée de rutgers.edu
Sugato BasuDistinguished Scientist at GoogleAdresse e-mail validée de google.com
Michele BerlingerioExecutive Director, MSD Animal HealthAdresse e-mail validée de msd.com
Charalampos E. TsourakakisBoston UniversityAdresse e-mail validée de bu.edu
Terence CritchlowPrincipal Technical Program Manager, Amazon.comAdresse e-mail validée de amazon.com

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Tina Eliassi-Rad

Professor & The Inaugural Joseph E. Aoun Chair, Northeastern University

Adresse e-mail validée de eliassi.org - Page d'accueil

Data Mining Machine Learning Network Science Complex Systems AI & Society


Titre Trier par citations Trier par année Trier par titre	Citée par Citée par	Année
Collective classification in network data P Sen, G Namata, M Bilgic, L Getoor, B Galligher, T Eliassi-Rad AI magazine 29 (3), 93-93, 2008	4787	2008
Rolx: structural role extraction & mining in large graphs K Henderson, B Gallagher, T Eliassi-Rad, H Tong, S Basu, L Akoglu, ... Proceedings of the 18th ACM SIGKDD international conference on Knowledge …, 2012	576	2012
APATE: A novel approach for automated credit card transaction fraud detection using network-based extensions V Van Vlasselaer, C Bravo, O Caelen, T Eliassi-Rad, L Akoglu, M Snoeck, ... Decision support systems 75, 38-48, 2015	544	2015
Fast best-effort pattern matching in large attributed graphs H Tong, C Faloutsos, B Gallagher, T Eliassi-Rad Proceedings of the 13th ACM SIGKDD international conference on Knowledge …, 2007	348	2007
Gelling, and melting, large graphs by edge manipulation H Tong, BA Prakash, T Eliassi-Rad, M Faloutsos, C Faloutsos Proceedings of the 21st ACM international conference on Information and …, 2012	308	2012
Visual analysis of large heterogeneous social networks by semantic and structural abstraction Z Shen, KL Ma, T Eliassi-Rad IEEE transactions on visualization and computer graphics 12 (6), 1427-1439, 2006	304	2006
The why, how, and when of representations for complex systems L Torres, AS Blevins, D Bassett, T Eliassi-Rad SIAM Review 63 (3), 435-485, 2021	301	2021
It's who you know: graph mining using recursive structural features K Henderson, B Gallagher, L Li, L Akoglu, T Eliassi-Rad, H Tong, ... Proceedings of the 17th ACM SIGKDD international conference on Knowledge …, 2011	290	2011
A probabilistic model for using social networks in personalized item recommendation AJB Chaney, DM Blei, T Eliassi-Rad Proceedings of the 9th ACM Conference on Recommender Systems, 43-50, 2015	232	2015
Gotcha! network-based fraud detection for social security fraud V Van Vlasselaer, T Eliassi-Rad, L Akoglu, M Snoeck, B Baesens Management Science 63 (9), 3090-3110, 2017	216	2017
Using ghost edges for classification in sparsely labeled networks B Gallagher, H Tong, T Eliassi-Rad, C Faloutsos Proceedings of the 14th ACM SIGKDD international conference on Knowledge …, 2008	211	2008
On the vulnerability of large graphs H Tong, BA Prakash, C Tsourakakis, T Eliassi-Rad, C Faloutsos, ... 2010 IEEE international conference on data mining, 1091-1096, 2010	189	2010
Netsimile: A scalable approach to size-independent network similarity M Berlingerio, D Koutra, T Eliassi-Rad, C Faloutsos arXiv preprint arXiv:1209.2684, 2012	161	2012
Corescope: Graph mining using k-core analysis—patterns, anomalies and algorithms K Shin, T Eliassi-Rad, C Faloutsos 2016 IEEE 16th international conference on data mining (ICDM), 469-478, 2016	160	2016
A socio-technical approach to preventing, mitigating, and recovering from ransomware attacks DF Sittig, H Singh Applied clinical informatics 7 (02), 624-632, 2016	147	2016
Measuring algorithmically infused societies C Wagner, M Strohmaier, A Olteanu, E Kıcıman, N Contractor, ... Nature 595 (7866), 197-204, 2021	134	2021
Node immunization on large graphs: Theory and algorithms C Chen, H Tong, BA Prakash, CE Tsourakakis, T Eliassi-Rad, C Faloutsos, ... IEEE Transactions on Knowledge and Data Engineering 28 (1), 113-126, 2015	119	2015
Assessing changes in commuting and individual mobility in major metropolitan areas in the United States during the COVID-19 outbreak B Klein, T LaRock, S McCabe, L Torres, F Privitera, B Lake, MUG Kraemer, ... Northeastern University Network Science Institute 29, 2020	115	2020
Network similarity via multiple social theories M Berlingerio, D Koutra, T Eliassi-Rad, C Faloutsos Proceedings of the 2013 IEEE/ACM international conference on advances in …, 2013	114	2013
Applying latent dirichlet allocation to group discovery in large graphs K Henderson, T Eliassi-Rad Proceedings of the 2009 ACM symposium on Applied Computing, 1456-1461, 2009	114	2009

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