Chapter Community Evolution and Change Point Detection in Time-Evolving Graphs 2010 • LINK MINING: MODELS, ALGORITHMS, AND APPLICATIONS • 73-104 Sun J, Papadimitriou S, Yu PS, Faloutsos C
Journal Article Efficient Parallel Learning of Hidden Markov Chain Models on SMPs 2010 • IEICE Transactions on Information and Systems • E93D(6):1330-1342 Li L, Fu B, Faloutsos C
Conference EigenDiagnostics: Spotting connection patterns and outliers in large graphs 2010 • Proceedings / IEEE International Conference on Data Mining. IEEE International Conference on Data Mining • 1328-1337 Maruhashi K, Faloutsos C
Conference EigenSpokes: Surprising patterns and scalable community chipping in large graphs 2010 • Lecture Notes in Computer Science • 6119 LNAI(PART 2):435-448 Prakash BA, Sridharan A, Seshadri M, MacHiraju S, Faloutsos C
Conference Fast Algorithms for Time Series Mining 2010 • Proceedings - International Conference on Data Engineering • 341-344 Li L, Faloutsos C
Journal Article Fast Discovery of Group Lag Correlations in Streams 2010 • ACM Transactions on Knowledge Discovery from Data • 5(1): Sakurai Y, Faloutsos C, Papadimitriou S
Conference Finding clusters in subspaces of very large, multi-dimensional datasets 2010 • Proceedings - International Conference on Data Engineering • 625-636 Cordeiro RLF, Traina AJM, Faloutsos C, Traina C
Preprint Got the Flu (or Mumps)? Check the Eigenvalue! 2010 Prakash BA, Chakrabarti D, Faloutsos M, Valler N, Faloutsos C
Chapter GRAPH MINING: LAWS AND GENERATORS 2010 • MANAGING AND MINING GRAPH DATA • 40:69-123 Chakrabarti D, Faloutsos C, McGlohon M
Conference HCDF: A hybrid community discovery framework 2010 • Proceedings of the 10th SIAM International Conference on Data Mining, SDM 2010 • 754-765 Henderson K, Eliassi-Rad T, Papadimitriou S, Faloutsos C
Conference HIGH-ORDER CONCEPT DISCOVERY IN FUNCTIONAL BRAIN IMAGING 2010 • Proceedings / IEEE International Symposium on Biomedical Imaging: from nano to macro. IEEE International Symposium on Biomedical Imaging • 664-667 Barnathan M, Megalooikonomou V, Faloutsos C, Mohamed FB, Faro S
Journal Article Kronecker Graphs: An Approach to Modeling Networks 2010 • Journal of machine learning research • 11:985-1042 Leskovec J, Chakrabarti D, Kleinberg J, Faloutsos C, Ghahramani Z
Book Link mining: Models, algorithms, and applications 2010 • Link Mining: Models, Algorithms, and Applications • 9781441965158:1-586 Yu PS, Faloutsos C, Han J
Conference Metric forensics: A multi-level approach for mining volatile graphs 2010 • Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining • 163-172 Henderson K, Eliassi-Rad T, Faloutsos C, Akoglu L, Li L, Maruhashi K, Prakash BA, Tong H
Chapter Mining Billion-Node Graphs: Patterns, Generators and Tools 2010 • Lecture Notes in Computer Science • 6321:1-1 Faloutsos C
Conference OddBall: Spotting Anomalies in Weighted Graphs 2010 • Lecture Notes in Computer Science • 6119:410-421 Akoglu L, McGlohon M, Faloutsos C
Conference On the vulnerability of large graphs 2010 • Proceedings / IEEE International Conference on Data Mining. IEEE International Conference on Data Mining • 1091-1096 Tong H, Prakash BA, Tsourakakis C, Eliassi-Rad T, Faloutsos C, Chau DH
Journal Article Parsimonious Linear Fingerprinting for Time Series 2010 • Proceedings of the VLDB Endowment • 3(1):385-396 Li L, Prakash BA, Faloutsos C
Conference Patterns on the connected components of terabyte-scale graphs 2010 • Proceedings / IEEE International Conference on Data Mining. IEEE International Conference on Data Mining • 875-880 Kang U, McGlohon M, Akoglu L, Faloutsos C
Chapter Proximity tracking on dynamic bipartite graphs: Problem definitions and fast solutions 2010 211-236 Tong H, Papadimitriou S, Yu PS, Faloutsos C
Conference QMAS: Querying, mining and summarization of multi-modal databases 2010 • Proceedings / IEEE International Conference on Data Mining. IEEE International Conference on Data Mining • 785-790 Cordeiro RLF, Guo F, Haverkamp DS, Horne JH, Hughes EK, Kim G, Traina AJM, Traina C, Faloutsos C
Conference Radius plots for mining tera-byte scale graphs: Algorithms, patterns, and observations 2010 • Proceedings of the 10th SIAM International Conference on Data Mining, SDM 2010 • 548-558 Kang U, Tsourakakis CE, Appel AP, Faloutsos C, Leskovec J
Journal Article SPEX<sup>2</sup>: Automated concise extraction of spatial gene expression patterns from fly embryo ISH images 2010 • Bioinformatics • 26(12): Puniyani K, Faloutsos C, Xing EP
