Charalampos E. Tsourakakis

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Christos FaloutsosCMUVerified email at cs.cmu.edu
Gary L. MillerCarnegie Mellon UniversityVerified email at cs.cmu.edu
Michael MitzenmacherProfessor of Computer Science, Harvard UniversityVerified email at eecs.harvard.edu
Richard PengGeorgia TechVerified email at cc.gatech.edu
Alan FriezeCarnegie Mellon UniversityVerified email at random.math.cmu.edu
Aristides GionisKTH Royal Institute of Technology, and Aalto UniversityVerified email at kth.se
Francesco BonchiScientific Director of ISI FoundationVerified email at isi.it
Mihalis KolountzakisProfessor of Mathematics, University of Crete, GreeceVerified email at math.uoc.gr
Jure LeskovecProfessor of Computer Science, Stanford UniversityVerified email at cs.stanford.edu
Tina Eliassi-RadProfessor of Computer Science, Northeastern UniversityVerified email at eliassi.org
Francesco GulloSenior Researcher @UniCreditVerified email at acm.org
Cameron MuscoAssistant Professor, University of Massachusetts AmherstVerified email at cs.umass.edu
Russell SchwartzProfessor of Biological Sciences and Computational Biology, Carnegie Mellon UniversityVerified email at andrew.cmu.edu
Ioannis KoutisNew Jersey Institute of TechnologyVerified email at njit.edu
Petros DrineasProfessor, Computer Science Department, Purdue UniversityVerified email at purdue.edu
Christopher MuscoAssistant Professor, New York UniversityVerified email at nyu.edu
Jon KleinbergProfessor of Computer Science, Cornell UniversityVerified email at cs.cornell.edu
Rasmus PaghProfessor of computer science, University of CopenhagenVerified email at di.ku.dk
Danupon NanongkaiProfessor, University of Copenhagen, DenmarkVerified email at di.ku.dk
Monika HenzingerProfessor of Computer Science, University of ViennaVerified email at univie.ac.at

Charalampos E. Tsourakakis

Boston University, ISI Foundation, Harvard University

Verified email at seas.harvard.edu - Homepage

Graphs Design and Analysis of Algorithms Machine Learning Data Mining


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Pegasus: A peta-scale graph mining system implementation and observations U Kang, CE Tsourakakis, C Faloutsos ICDM 2009. Ninth IEEE International Conference on Data Mining, 229-238, 2009	897	2009
Doulion: counting triangles in massive graphs with a coin CE Tsourakakis, U Kang, GL Miller, C Faloutsos KDD 2009. Proceedings of the 15th ACM SIGKDD international conference on …, 2009	358	2009
FENNEL: Streaming Graph Partitioning for Massive Scale Graphs CE Tsourakakis, C Gkantsidis, B Radunovic, M Vojnovic WSDM'14, 2014	298	2014
Fast counting of triangles in large real networks without counting: Algorithms and laws CE Tsourakakis ICDM'08. Eighth IEEE International Conference on Data Mining, 2008., 608-617, 2008	283	2008
Denser than the Densest Subgraph: Extracting Optimal Quasi-Cliques with Quality Guarantees CE Tsourakakis, F Bonchi, A Gionis, F Gullo, MA Tsiarli Proceedings of the 19th ACM SIGKDD international conference on Knowledge …, 2013	242	2013
Pegasus: mining peta-scale graphs U Kang, CE Tsourakakis, C Faloutsos Knowledge and information systems 27 (2), 303-325, 2011	181	2011
Colorful Triangle Counting and a MapReduce Implementation R Pagh, CE Tsourakakis Arxiv preprint arXiv:1103.6073, 2011	166	2011
On the vulnerability of large graphs H Tong, BA Prakash, C Tsourakakis, T Eliassi-Rad, C Faloutsos, ... Data Mining (ICDM), 2010 IEEE 10th International Conference on, 1091-1096, 2010	152	2010
Efficient triangle counting in large graphs via degree-based vertex partitioning M Kolountzakis, G Miller, R Peng, C Tsourakakis Algorithms and Models for the Web-Graph, 15-24, 2010	145	2010
HADI: Mining radii of large graphs U Kang, CE Tsourakakis, AP Appel, C Faloutsos, J Leskovec ACM Transactions on Knowledge Discovery from Data (TKDD) 5 (2), 8, 2011	138	2011
The K-clique Densest Subgraph Problem CE Tsourakakis 24th International World Wide Web Conference (WWW'15), 2015	125	2015
Space-and Time-Efficient Algorithm for Maintaining Dense Subgraphs on One-Pass Dynamic Streams S Bhattacharya, M Henzinger, D Nanongkai, CE Tsourakakis STOC 2015 (arXiv preprint arXiv:1504.02268), 2015	103	2015
Scalable motif-aware graph clustering CE Tsourakakis, J Pachocki, M Mitzenmacher Proceedings of the 26th International Conference on World Wide Web, 1451-1460, 2017	102	2017
Hadi: Fast diameter estimation and mining in massive graphs with hadoop U Kang, C Tsourakakis, AP Appel, C Faloutsos, J Leskovec ACM Trasactions on Knowledge Discovery from Data (TKDD) 5 (2), 8, 2008	91	2008
Mach: Fast randomized tensor decompositions CE Tsourakakis Arxiv preprint arXiv:0909.4969, 2009	86	2009
Triangle Sparsifiers CE Tsourakakis, MN Kolountzakis, GL Miller polylog (n) 1, 3, 2011	78	2011
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, 2016	73	2016
Scalable Large Near-Clique Detection in Large-Scale Networks via Sampling M Mitzenmacher, J Pachocki, R Peng, CE Tsourakakis, SC Xu 21st ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD'15), 2015	71	2015
Radius plots for mining tera-byte scale graphs: Algorithms, patterns, and observations U Kang, CE Tsourakakis, C Faloutsos	71	2010
Chromatic correlation clustering F Bonchi, A Gionis, F Gullo, CE Tsourakakis, A Ukkonen ACM Transactions on Knowledge Discovery from Data (TKDD) 9 (4), 1-24, 2015	65	2015

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