☰

Christos Faloutsos - Publications

Affiliations: 
Carnegie Mellon University, Pittsburgh, PA 
Area:
Computer Science, Statistics
Tree Info Similar researchers PubMed Report error

140 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2023 Wong SWH, Pastrello C, Kotlyar M, Faloutsos C, Jurisica I. USNAP: Fast unique dense region detection and its application to lung cancer. Bioinformatics (Oxford, England). PMID 37527019 DOI: 10.1093/bioinformatics/btad477  0.405
2022 Vajiac C, Chau DH, Olligschlaeger A, Mackenzie R, Nair P, Lee MC, Li Y, Park N, Rabbany R, Faloutsos C. TRAFFICVIS: Visualizing Organized Activity and Spatio-Temporal Patterns for Detecting and Labeling Human Trafficking. Ieee Transactions On Visualization and Computer Graphics. PMID 36201417 DOI: 10.1109/TVCG.2022.3209403  0.635
2021 Feng W, Liu S, Faloutsos C, Hooi B, Shen H, Cheng X. EagleMine: Vision-guided Micro-clusters recognition and collective anomaly detection Future Generation Computer Systems. 115: 236-250. DOI: 10.1016/J.Future.2020.08.033  0.435
2020 Hooi B, Shin K, Lamba H, Faloutsos C. TellTail: Fast Scoring and Detection of Dense Subgraphs Proceedings of the Aaai Conference On Artificial Intelligence. 34: 4150-4157. DOI: 10.1609/AAAI.V34I04.5835  0.404
2020 Bhatia S, Hooi B, Yoon M, Shin K, Faloutsos C. Midas: Microcluster-Based Detector of Anomalies in Edge Streams Proceedings of the Aaai Conference On Artificial Intelligence. 34: 3242-3249. DOI: 10.1609/AAAI.V34I04.5724  0.308
2020 Shin K, Oh S, Kim J, Hooi B, Faloutsos C. Fast, Accurate and Provable Triangle Counting in Fully Dynamic Graph Streams Acm Transactions On Knowledge Discovery From Data. 14: 1-39. DOI: 10.1145/3375392  0.43
2020 Zhang J, Oh J, Shin K, Papalexakis EE, Faloutsos C, Yu H. Fast and memory-efficient algorithms for high-order Tucker decomposition Knowledge and Information Systems. 62: 2765-2794. DOI: 10.1007/S10115-019-01435-1  0.373
2020 Lee D, Shin K, Faloutsos C. Temporal locality-aware sampling for accurate triangle counting in real graph streams The Vldb Journal. 1-25. DOI: 10.1007/S00778-020-00624-7  0.465
2019 Liu S, Hooi B, Faloutsos C. A Contrast Metric for Fraud Detection in Rich Graphs Ieee Transactions On Knowledge and Data Engineering. 31: 2235-2248. DOI: 10.1109/Tkde.2018.2876531  0.487
2019 Fu X, Huang K, Papalexakis EE, Song HA, Talukdar P, Sidiropoulos ND, Faloutsos C, Mitchell T. Efficient and Distributed Generalized Canonical Correlation Analysis for Big Multiview Data Ieee Transactions On Knowledge and Data Engineering. 31: 2304-2318. DOI: 10.1109/Tkde.2018.2875908  0.348
2018 Shin K, Hooi B, Faloutsos C. Fast, Accurate, and Flexible Algorithms for Dense Subtensor Mining Acm Transactions On Knowledge Discovery From Data. 12: 1-30. DOI: 10.1145/3154414  0.323
2018 Zang C, Cui P, Faloutsos C, Zhu W. On Power Law Growth of Social Networks Ieee Transactions On Knowledge and Data Engineering. 30: 1727-1740. DOI: 10.1109/Tkde.2018.2801844  0.316
2018 Araujo M, Ribeiro P, Song HA, Faloutsos C. TensorCast: forecasting and mining with coupled tensors Knowledge and Information Systems. 59: 497-522. DOI: 10.1007/S10115-018-1223-9  0.364
2017 Wong SWH, Pastrello C, Kotlyar M, Faloutsos C, Jurisica I. Modeling tumor progression via the comparison of stage-specific graphs. Methods (San Diego, Calif.). PMID 28684340 DOI: 10.1016/J.Ymeth.2017.06.033  0.359
2017 Koutra D, Faloutsos C. Individual and Collective Graph Mining: Principles, Algorithms, and Applications Synthesis Lectures On Data Mining and Knowledge Discovery. 9: 1-206. DOI: 10.2200/S00796ED1V01Y201708DMK014  0.329
2017 Matsubara Y, Sakurai Y, Prakash BA, Li L, Faloutsos C. Nonlinear Dynamics of Information Diffusion in Social Networks Acm Transactions On the Web. 11: 1-40. DOI: 10.1145/3057741  0.375
2017 Papalexakis EE, Faloutsos C, Sidiropoulos ND. Tensors for Data Mining and Data Fusion Acm Transactions On Intelligent Systems and Technology. 8: 1-44. DOI: 10.1145/2915921  0.36
2017 Shin K, Eliassi-Rad T, Faloutsos C. Patterns and anomalies in k-cores of real-world graphs with applications Knowledge and Information Systems. 54: 677-710. DOI: 10.1007/S10115-017-1077-6  0.4
2016 Papalexakis E, Hooi B, Pelechrinis K, Faloutsos C. Power-Hop: A Pervasive Observation for Real Complex Networks. Plos One. 11: e0151027. PMID 26974560 DOI: 10.1371/Journal.Pone.0151027  0.336
2016 Chen C, Tong H, Prakash BA, Eliassi-Rad T, Faloutsos M, Faloutsos C. Eigen-optimization on large graphs by edge manipulation Acm Transactions On Knowledge Discovery From Data. 10. DOI: 10.1145/2903148  0.704
2016 Koutra D, Shah N, Vogelstein JT, Gallagher B, Faloutsos C. DELTACON: Principled massive-graph similarity function with attribution Acm Transactions On Knowledge Discovery From Data. 10. DOI: 10.1145/2824443  0.498
2016 Jiang M, Cui P, Beutel A, Faloutsos C, Yang S. Catching Synchronized Behaviors in Large Networks Acm Transactions On Knowledge Discovery From Data. 10: 1-27. DOI: 10.1145/2746403  0.503
2016 Guo Z, Zhang Z(, Xing EP, Faloutsos C. Multimodal Data Mining in a Multimedia Database Based on Structured Max Margin Learning Acm Transactions On Knowledge Discovery From Data. 10: 1-30. DOI: 10.1145/2742549  0.357
2016 Weng Y, Negi R, Faloutsos C, Ilic MD. Robust Data-Driven State Estimation for Smart Grid Ieee Transactions On Smart Grid. DOI: 10.1109/Tsg.2015.2512925  0.325
2016 Jiang M, Beutel A, Cui P, Hooi B, Yang S, Faloutsos C. Spotting Suspicious Behaviors in Multimodal Data: A General Metric and Algorithms Ieee Transactions On Knowledge and Data Engineering. 28: 2187-2200. DOI: 10.1109/Tkde.2016.2555310  0.416
2016 Chen C, Tong H, Prakash BA, Tsourakakis CE, Eliassi-Rad T, Faloutsos C, Chau DH. Node Immunization on Large Graphs: Theory and Algorithms Ieee Transactions On Knowledge and Data Engineering. 28: 113-126. DOI: 10.1109/Tkde.2015.2465378  0.808
2016 Matsubara Y, Sakurai Y, Faloutsos C. Ecosystem on the Web: non-linear mining and forecasting of co-evolving online activities World Wide Web. 1-27. DOI: 10.1007/S11280-016-0389-X  0.308
2016 Araujo M, Günnemann S, Papadimitriou S, Faloutsos C, Basu P, Swami A, Papalexakis EE, Koutra D. Discovery of “comet” communities in temporal and labeled graphs Com (Formula presented.) Knowledge and Information Systems. 46: 657-677. DOI: 10.1007/S10115-015-0847-2  0.81
2015 Shah N, Koutra D, Zou T, Gallagher B, Faloutsos C. TimeCrunch: Interpretable dynamic graph summarization Proceedings of the Acm Sigkdd International Conference On Knowledge Discovery and Data Mining. 2015: 1055-1064. DOI: 10.1145/2783258.2783321  0.4
2015 Papalexakis EE, Faloutsos C, Sidiropoulos ND. ParCube: Sparse parallelizable CANDECOMP-PARAFAC tensor decomposition Acm Transactions On Knowledge Discovery From Data. 10. DOI: 10.1145/2729980  0.352
2015 Shah N, Beutel A, Gallagher B, Faloutsos C. Spotting Suspicious Link Behavior with fBox: An Adversarial Perspective Proceedings - Ieee International Conference On Data Mining, Icdm. 2015: 959-964. DOI: 10.1109/ICDM.2014.36  0.324
2015 Navlakha S, Faloutsos C, Bar-Joseph Z. MassExodus: modeling evolving networks in harsh environments Data Mining and Knowledge Discovery. 29: 1211-1232. DOI: 10.1007/S10618-014-0399-1  0.381
2015 Jiang M, Cui P, Beutel A, Faloutsos C, Yang S. Inferring lockstep behavior from connectivity pattern in large graphs Knowledge and Information Systems. DOI: 10.1007/S10115-015-0883-Y  0.492
2015 Ranshous S, Shen S, Koutra D, Harenberg S, Faloutsos C, Samatova NF. Anomaly detection in dynamic networks: a survey Wiley Interdisciplinary Reviews: Computational Statistics. 7: 223-247. DOI: 10.1002/Wics.1347  0.463
2015 Koutra D, Kang U, Vreeken J, Faloutsos C. Summarizing and understanding large graphs Statistical Analysis and Data Mining. 8: 183-202. DOI: 10.1002/Sam.11267  0.641
2014 Navlakha S, He X, Faloutsos C, Bar-Joseph Z. Topological properties of robust biological and computational networks. Journal of the Royal Society, Interface / the Royal Society. 11: 20140283. PMID 24789562 DOI: 10.1098/Rsif.2014.0283  0.343
2014 Bae DH, Hwang SM, Kim SW, Faloutsos C. On Constructing Seminal Paper Genealogy. Ieee Transactions On Cybernetics. 44: 54-65. PMID 23757533 DOI: 10.1109/Tcyb.2013.2246565  0.314
2014 Koutra D, Kang U, Vreeken J, Faloutsos C. VoG: Summarizing and understanding large graphs Siam International Conference On Data Mining 2014, Sdm 2014. 1: 91-99. DOI: 10.1137/1.9781611973440.11  0.349
2014 Lim Y, Kang U, Faloutsos C. SlashBurn: Graph Compression and Mining beyond Caveman Communities Ieee Transactions On Knowledge and Data Engineering. 26: 3077-3089. DOI: 10.1109/Tkde.2014.2320716  0.645
2014 Kang U, Meeder B, Papalexakis EE, Faloutsos C. HEigen: Spectral Analysis for Billion-Scale Graphs Ieee Transactions On Knowledge and Data Engineering. 26: 350-362. DOI: 10.1109/Tkde.2012.244  0.668
2014 Sidiropoulos ND, Papalexakis EE, Faloutsos C. Parallel randomly compressed cubes : A scalable distributed architecture for big tensor decomposition Ieee Signal Processing Magazine. 31: 57-70. DOI: 10.1109/Msp.2014.2329196  0.309
2014 Cordeiro RLF, Guo F, Haverkamp DS, Horne JH, Hughes EK, Kim G, Romani LAS, Coltri PP, Souza TT, Traina AJM, Traina C, Faloutsos C. QuMinS: Fast and scalable querying, mining and summarizing multi-modal databases Information Sciences. 264: 211-229. DOI: 10.1016/J.Ins.2013.11.013  0.559
2014 Papalexakis EE, Dumitras T, Chau DH, Prakash BA, Faloutsos C. SharkFin: Spatio-temporal mining of software adoption and penetration Social Network Analysis and Mining. 4: 1-15. DOI: 10.1007/S13278-014-0240-2  0.678
2014 Jang M, Kim S, Faloutsos C, Park S. Accurate Approximation of the Earth Mover’s Distance in Linear Time Journal of Computer Science and Technology. 29: 142-154. DOI: 10.1007/S11390-014-1417-X  0.322
2014 Malliaros FD, Megalooikonomou V, Faloutsos C. Estimating robustness in large social graphs Knowledge and Information Systems. 45: 645-678. DOI: 10.1007/S10115-014-0810-7  0.497
2014 Prakash BA, Vreeken J, Faloutsos C. Efficiently spotting the starting points of an epidemic in a large graph Knowledge and Information Systems. 38: 35-59. DOI: 10.1007/S10115-013-0671-5  0.426
2013 Papalexakis EE, Dumitras T, Chau DH, Prakash BA, Faloutsos C. Spatio-temporal mining of software adoption and penetration Proceedings of the 2013 Ieee/Acm International Conference On Advances in Social Networks Analysis and Mining, Asonam 2013. 878-885. DOI: 10.1145/2492517.2500244  0.653
2013 Kang U, Faloutsos C. Big graph mining Acm Sigkdd Explorations Newsletter. 14: 29-36. DOI: 10.1145/2481244.2481249  0.671
2013 Akoglu L, Faloutsos C. Anomaly, event, and fraud detection in large network datasets Wsdm 2013 - Proceedings of the 6th Acm International Conference On Web Search and Data Mining. 773-774. DOI: 10.1145/2433396.2433496  0.374
2013 Rodrigues JF, Tong H, Pan J, Traina AJM, Traina C, Faloutsos C. Large Graph Analysis in the GMine System Ieee Transactions On Knowledge and Data Engineering. 25: 106-118. DOI: 10.1109/Tkde.2011.199  0.822
2013 Cordeiro RLF, Traina AJM, Faloutsos C, Traina C. Halite: Fast and scalable multiresolution local-correlation clustering Ieee Transactions On Knowledge and Data Engineering. 25: 387-401. DOI: 10.1109/Tkde.2011.176  0.305
2013 Wei X, Valler NC, Aditya Prakash B, Neamtiu I, Faloutsos M, Faloutsos C. Competing memes propagation on networks: A network science perspective Ieee Journal On Selected Areas in Communications. 31: 1049-1060. DOI: 10.1109/Jsac.2013.130607  0.388
2013 Mattson T, Bader D, Berry J, Buluc A, Dongarra J, Faloutsos C, Feo J, Gilbert J, Gonzalez J, Hendrickson B, Kepner J, Leiserson C, Lumsdaine A, Padua D, Poole S, et al. Standards for graph algorithm primitives 2013 Ieee High Performance Extreme Computing Conference, Hpec 2013. DOI: 10.1109/HPEC.2013.6670338  0.302
2012 Chakrabarti D, Faloutsos C. Graph Mining: Laws, Tools, and Case Studies Synthesis Lectures On Data Mining and Knowledge Discovery. 3: 1-207. DOI: 10.2200/S00449ED1V01Y201209DMK006  0.309
2012 Maruhashi K, Guo F, Faloutsos C. MultiAspectForensics: mining large heterogeneous networks using tensor International Journal of Web Engineering and Technology. 7: 302. DOI: 10.1504/Ijwet.2012.050958  0.668
2012 Tong H, Prakash BA, Eliassi-Rad T, Faloutsos M, Faloutsos C. Gelling, and melting, large graphs by edge manipulation Acm International Conference Proceeding Series. 245-254. DOI: 10.1145/2396761.2396795  0.308
2012 Vaz de Melo POS, Almeida VAF, Loureiro AAF, Faloutsos C. Forecasting in the NBA and other team sports Acm Transactions On Knowledge Discovery From Data. 6: 1-27. DOI: 10.1145/2362383.2362387  0.309
2012 Chau DH, Akoglu L, Vreeken J, Tong H, Faloutsos C. TourViz: Interactive visualization of connection pathways in large graphs Proceedings of the Acm Sigkdd International Conference On Knowledge Discovery and Data Mining. 1516-1519. DOI: 10.1145/2339530.2339769  0.776
2012 Kang U, Papalexakis E, Harpale A, Faloutsos C. GigaTensor: Scaling tensor analysis up by 100 times - Algorithms and discoveries Proceedings of the Acm Sigkdd International Conference On Knowledge Discovery and Data Mining. 316-324. DOI: 10.1145/2339530.2339583  0.321
2012 Akoglu L, Chau DH, Kang U, Koutra D, Faloutsos C. OPAvion: Mining and visualization in large graphs Proceedings of the Acm Sigmod International Conference On Management of Data. 717-720. DOI: 10.1145/2213836.2213941  0.74
2012 Prakash BA, Beutel A, Rosenfeld R, Faloutsos C. Winner takes all: Competing viruses or ideas on fair-play networks Www'12 - Proceedings of the 21st Annual Conference On World Wide Web. 1037-1046. DOI: 10.1145/2187836.2187975  0.342
2012 Pao HK, Mao CH, Lee HM, Chen CD, Faloutsos C. An intrinsic graphical signature based on alert correlation analysis for intrusion detection Journal of Information Science and Engineering. 28: 243-262. DOI: 10.1109/TAAI.2010.27  0.301
2012 Chau DH, Akoglu L, Vreeken J, Tong H, Faloutsos C. Interactively and visually exploring tours of marked nodes in large graphs Proceedings of the 2012 Ieee/Acm International Conference On Advances in Social Networks Analysis and Mining, Asonam 2012. 696-698. DOI: 10.1109/ASONAM.2012.115  0.782
2012 Tong H, Papadimitriou S, Faloutsos C, Yu PS, Eliassi-Rad T. Gateway finder in large graphs: Problem definitions and fast solutions Information Retrieval. 15: 391-411. DOI: 10.1007/S10791-012-9190-3  0.805
2012 Prakash BA, Chakrabarti D, Valler NC, Faloutsos M, Faloutsos C. Threshold conditions for arbitrary cascade models on arbitrary networks Knowledge and Information Systems. 33: 549-575. DOI: 10.1007/S10115-012-0520-Y  0.677
2012 Kang U, Tong H, Sun J, Lin C, Faloutsos C. gbase: an efficient analysis platform for large graphs The Vldb Journal. 21: 637-650. DOI: 10.1007/s00778-012-0283-9  0.67
2011 Barnathan M, Megalooikonomou V, Faloutsos C, Faro S, Mohamed FB. TWave: high-order analysis of functional MRI. Neuroimage. 58: 537-48. PMID 21729758 DOI: 10.1016/J.Neuroimage.2011.06.043  0.329
2011 Chau DH, Kittur A, Hong JI, Faloutsos C. Apolo: Interactive large graph sensemaking by combining machine learning and visualization Proceedings of the Acm Sigkdd International Conference On Knowledge Discovery and Data Mining. 739-742. DOI: 10.1145/2020408.2020524  0.677
2011 Chau DH, Kittur A, Hong JI, Faloutsos C. Apolo: Making sense of large network data by combining rich user interaction and machine learning Conference On Human Factors in Computing Systems - Proceedings. 167-176. DOI: 10.1145/1978942.1978967  0.649
2011 Kang U, Tsourakakis CE, Appel AP, Faloutsos C, Leskovec J. HADI: Mining radii of large graphs Acm Transactions On Knowledge Discovery From Data. 5. DOI: 10.1145/1921632.1921634  0.659
2011 Prakash BA, Chakrabarti D, Faloutsos M, Valler N, Faloutsos C. Threshold conditions for arbitrary cascade models on arbitrary networks Proceedings - Ieee International Conference On Data Mining, Icdm. 537-546. DOI: 10.1109/ICDM.2011.145  0.348
2011 Tsourakakis CE, Drineas P, Michelakis E, Koutis I, Faloutsos C. Spectral counting of triangles via element-wise sparsification and triangle-based link recommendation Social Network Analysis and Mining. 1: 75-81. DOI: 10.1007/S13278-010-0001-9  0.512
2011 Kang U, Tsourakakis CE, Faloutsos C. PEGASUS: Mining peta-scale graphs Knowledge and Information Systems. 27: 303-325. DOI: 10.1007/s10115-010-0305-0  0.405
2011 Valler NC, Prakash BA, Tong H, Faloutsos M, Faloutsos C. Epidemic spread in mobile ad hoc networks: Determining the tipping point Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 6640: 266-280. DOI: 10.1007/978-3-642-20757-0_21  0.569
2010 Sakurai Y, Faloutsos C, Papadimitriou S. Fast Discovery of Group Lag Correlations in Streams Acm Transactions On Knowledge Discovery From Data. 5: 1-43. DOI: 10.1145/1870096.1870101  0.781
2010 Liu C, Guo F, Faloutsos C. Bayesian Browsing Model Acm Transactions On Knowledge Discovery From Data. 4: 1-26. DOI: 10.1145/1857947.1857951  0.585
2010 Henderson K, Eliassi-Rad T, Faloutsos C, Akoglu L, Li L, Maruhashi K, Prakash BA, Tong H. Metric forensics: A multi-level approach for mining volatile graphs Proceedings of the Acm Sigkdd International Conference On Knowledge Discovery and Data Mining. 163-172. DOI: 10.1145/1835804.1835828  0.325
2010 Tong H, Prakash BA, Tsourakakis C, Eliassi-Rad T, Faloutsos C, Chau DH. On the vulnerability of large graphs Proceedings - Ieee International Conference On Data Mining, Icdm. 1091-1096. DOI: 10.1109/ICDM.2010.54  0.732
2010 Kang U, McGlohon M, Akoglu L, Faloutsos C. Patterns on the connected components of terabyte-scale graphs Proceedings - Ieee International Conference On Data Mining, Icdm. 875-880. DOI: 10.1109/ICDM.2010.121  0.312
2010 Wang Q, Megalooikonomou V, Faloutsos C. Time series analysis with multiple resolutions Information Systems. 35: 56-74. DOI: 10.1016/J.Is.2009.03.006  0.331
2010 Prakash BA, Tong H, Valler N, Faloutsos M, Faloutsos C. Virus propagation on time-varying networks: Theory and immunization algorithms Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 6323: 99-114. DOI: 10.1007/978-3-642-15939-8_7  0.581
2010 Leskovec J, Chakrabarti D, Kleinberg J, Faloutsos C, Ghahramani Z. Kronecker graphs: An approach to modeling networks Journal of Machine Learning Research. 11: 985-1042.  0.339
2009 McGlohon M, Bay S, Anderle MG, Steier DM, Faloutsos C. SNARE: A link analytic system for graph labeling and risk detection Proceedings of the Acm Sigkdd International Conference On Knowledge Discovery and Data Mining. 1265-1273. DOI: 10.1145/1557019.1557155  0.359
2009 Tsourakakis CE, Kang U, Miller GL, Faloutsos C. DOULION: Counting triangles in massive graphs with a coin Proceedings of the Acm Sigkdd International Conference On Knowledge Discovery and Data Mining. 837-845. DOI: 10.1145/1557019.1557111  0.345
2009 Kang U, Tsourakakis CE, Faloutsos C. PEGASUS: A peta-scale graph mining system - Implementation and observations Proceedings - Ieee International Conference On Data Mining, Icdm. 229-238. DOI: 10.1109/ICDM.2009.14  0.401
2009 Tsourakakis CE, Drineas P, Michelakis E, Koutis I, Faloutsos C. Spectral counting of triangles in power-law networks via element-wise sparsification Proceedings of the 2009 International Conference On Advances in Social Network Analysis and Mining, Asonam 2009. 66-71. DOI: 10.1109/ASONAM.2009.32  0.372
2009 Akoglu L, Faloutsos C. RTG: a recursive realistic graph generator using random typing Data Mining and Knowledge Discovery. 19: 194-209. DOI: 10.1007/s10618-009-0140-7  0.322
2009 Akoglu L, Faloutsos C. RTG: A recursive realistic graph generator using random typing Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 5781: 13-28. DOI: 10.1007/S10618-009-0140-7  0.464
2008 Sun J, Tao D, Papadimitriou S, Yu PS, Faloutsos C. Incremental tensor analysis Acm Transactions On Knowledge Discovery From Data. 2: 1-37. DOI: 10.1145/1409620.1409621  0.801
2008 McGlohon M, Akoglu L, Faloutsos C. Weighted graphs and disconnected components: Patterns and a generator Proceedings of the Acm Sigkdd International Conference On Knowledge Discovery and Data Mining. 524-532. DOI: 10.1145/1401890.1401955  0.403
2008 Chakrabarti D, Wang Y, Wang C, Leskovec J, Faloutsos C. Epidemic thresholds in real networks Acm Transactions On Information and System Security. 10: 1-26. DOI: 10.1145/1284680.1284681  0.8
2008 Tao D, Song M, Li X, Shen J, Sun J, Wu X, Faloutsos C, Maybank SJ. Bayesian Tensor Approach for 3-D Face Modeling Ieee Transactions On Circuits and Systems For Video Technology. 18: 1397-1410. DOI: 10.1109/Tcsvt.2008.2002825  0.62
2008 Beyene Y, Faloutsos M, Chau DH, Faloutsos C. The eBay graph: How do online auction users interact? Proceedings - Ieee Infocom. DOI: 10.1109/INFOCOM.2008.4544649  0.731
2008 Chau DH, Faloutsos C, Tong H, Hong JI, Gallagher B, Eliassi-Rad T. GRAPHITE: A visual query system for large graphs Proceedings - Ieee International Conference On Data Mining Workshops, Icdm Workshops 2008. 963-966. DOI: 10.1109/ICDMW.2008.99  0.709
2008 Akoglu L, McGlohon M, Faloutsos C. RTM: Laws and a recursive generator for weighted time-evolving graphs Proceedings - Ieee International Conference On Data Mining, Icdm. 701-706. DOI: 10.1109/ICDM.2008.123  0.367
2008 Krause A, Leskovec J, Guestrin C, VanBriesen J, Faloutsos C. Efficient Sensor Placement Optimization for Securing Large Water Distribution Networks Journal of Water Resources Planning and Management. 134: 516-526. DOI: 10.1061/(Asce)0733-9496(2008)134:6(516)  0.351
2008 Sun J, Tsourakakis CE, Hoke E, Faloutsos C, Eliassi-Rad T. Two heads better than one: Pattern discovery in time-evolving multi-aspect data Data Mining and Knowledge Discovery. 17: 111-128. DOI: 10.1007/S10618-008-0112-3  0.625
2008 Tong H, Faloutsos C, Pan JY. Random walk with restart: Fast solutions and applications Knowledge and Information Systems. 14: 327-346. DOI: 10.1007/S10115-007-0094-2  0.818
2008 Tong H, Papadimitriou S, Yu PS, Faloutsos C. Fast Monitoring Proximity and Centrality on Time-evolving Bipartite Graphs Statistical Analysis and Data Mining. 1: 142-156. DOI: 10.1002/Sam.V1:3  0.804
2008 Sun J, Xie Y, Zhang H, Faloutsos C. Less is More: Sparse Graph Mining with Compact Matrix Decomposition: Sparse Graph Mining with CMD Statistical Analysis and Data Mining. 1: 6-22. DOI: 10.1002/Sam.102  0.464
2007 Pan JY, Yang HJ, Faloutsos C, Duygulu P. Cross-modal correlation mining using graph algorithms Knowledge Discovery and Data Mining: Challenges and Realities. 49-73. DOI: 10.4018/978-1-59904-252-7.ch004  0.767
2007 Böhm C, Faloutsos C, Pan J, Plant C. RIC Acm Transactions On Knowledge Discovery From Data. 1: 10. DOI: 10.1145/1297332.1297334  0.733
2007 Tong H, Faloutsos C, Koren Y. Fast direction-aware proximity for graph mining Proceedings of the Acm Sigkdd International Conference On Knowledge Discovery and Data Mining. 747-756. DOI: 10.1145/1281192.1281272  0.679
2007 Tong H, Faloutsos C, Gallagher B, Eliassi-Rad T. Fast best-effort pattern matching in large attributed graphs Proceedings of the Acm Sigkdd International Conference On Knowledge Discovery and Data Mining. 737-746. DOI: 10.1145/1281192.1281271  0.67
2007 Leskovec J, Kleinberg J, Faloutsos C. Graph evolution: Densification and shrinking diameters Acm Transactions On Knowledge Discovery From Data. 1. DOI: 10.1145/1217299.1217301  0.516
2007 Chakrabarti D, Faloutsos C, Zhan Y. Visualization of large networks with min-cut plots, A-plots and R-MAT International Journal of Human-Computer Studies. 65: 434-445. DOI: 10.1016/J.Ijhcs.2006.11.002  0.711
2007 Faloutsos C, Megalooikonomou V. On data mining, compression, and Kolmogorov complexity Data Mining and Knowledge Discovery. 15: 3-20. DOI: 10.1007/S10618-006-0057-3  0.326
2007 de Sousa EPM, Traina C, Traina AJM, Wu L, Faloutsos C. A fast and effective method to find correlations among attributes in databases Data Mining and Knowledge Discovery. 14: 367-407. DOI: 10.1007/S10618-006-0056-4  0.488
2007 De Sousa EPM, Traina AJM, Traina C, Faloutsos C. Measuring evolving data streams' behavior through their intrinsic dimension New Generation Computing. 25: 33-59. DOI: 10.1007/S00354-006-0003-3  0.349
2007 Sun J, Xie Y, Zhang H, Faloutsos C. Less is More: Sparse Graph Mining with Compact Matrix Decomposition Statistical Analysis and Data Mining: the Asa Data Science Journal. 1: 6-22. DOI: 10.1002/Sam.V1:1  0.725
2006 Hoke E, Sun J, Strunk JD, Ganger GR, Faloutsos C. InteMon: Continuous mining of sensor data in large-scale self-* infrastructures Operating Systems Review (Acm). 40: 38-44. DOI: 10.1145/1151374.1151384  0.626
2006 Chakrabarti D, Faloutsos C. Graph mining Acm Computing Surveys. 38: 2. DOI: 10.1145/1132952.1132954  0.699
2006 Rodrigues JF, Traina AJM, Faloutsos C, Traina C. SuperGraph visualization Ism 2006 - 8th Ieee International Symposium On Multimedia. 227-234. DOI: 10.1109/ISM.2006.143  0.399
2006 Tong H, Faloutsos C, Pan JY. Fast random walk with restart and its applications Proceedings - Ieee International Conference On Data Mining, Icdm. 613-622. DOI: 10.1109/ICDM.2006.70  0.752
2006 Tao Y, Faloutsos C, Papadias D. Spatial query estimation without the local uniformity assumption Geoinformatica. 10: 261-293. DOI: 10.1007/S10707-006-9828-7  0.303
2005 Zhu C, Kitagawa H, Faloutsos C. Example-Based Outlier Detection for High Dimensional Datasets Ipsj Digital Courier. 1: 234-243. DOI: 10.2197/Ipsjdc.1.234  0.332
2005 Sun J, Qu H, Chakrabarti D, Faloutsos C. Relevance search and anomaly detection in bipartite graphs Acm Sigkdd Explorations Newsletter. 7: 48-55. DOI: 10.1145/1117454.1117461  0.784
2005 Leskovec J, Kleinberg J, Faloutsos C. Graphs over time: Densification laws, shrinking diameters and possible explanations Proceedings of the Acm Sigkdd International Conference On Knowledge Discovery and Data Mining. 177-187. DOI: 10.1145/1081870.1081893  0.329
2005 Bhattacharya A, Ljosa V, Pan JY, Verardo MR, Yang H, Faloutsos C, Singh AK. ViVo: Visual vocabulary construction for mining biomedical images Proceedings - Ieee International Conference On Data Mining, Icdm. 50-57. DOI: 10.1109/ICDM.2005.151  0.712
2005 Wong A, Wu L, Gibbons PB, Faloutsos C. Fast estimation of fractal dimension and correlation integral on stream data Information Processing Letters. 93: 91-97. DOI: 10.1016/J.Ipl.2004.09.018  0.465
2005 Leskovec J, Chakrabarti D, Kleinberg J, Faloutsos C. Realistic, mathematically tractable graph generation and evolution, using Kronecker multiplication Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 3721: 133-145. DOI: 10.1007/11564126_17  0.33
2004 Pan JY, Yang HJ, Faloutsos C, Duygulu P. GCap: Graph-based automatic image captioning Ieee Computer Society Conference On Computer Vision and Pattern Recognition Workshops. 2004. DOI: 10.1109/CVPR.2004.353  0.768
2004 Raz O, Buchheit R, Shaw M, Koopman P, Faloutsos C. Detecting Semantic Anomalies in Truck Weigh-in-Motion Traffic Data Using Data Mining Journal of Computing in Civil Engineering. 18: 291-300. DOI: 10.1061/(Asce)0887-3801(2004)18:4(291)  0.317
2002 Smyth P, Pregibon D, Faloutsos C. Data-driven evolution of data mining algorithms Communications of the Acm. 45. DOI: 10.1145/545151.545175  0.317
2002 Petrakis E, Faloutsos C, Lin K. ImageMap: an image indexing method based on spatial similarity Ieee Transactions On Knowledge and Data Engineering. 14: 979-987. DOI: 10.1109/Tkde.2002.1033768  0.392
2002 Traina C, Traina A, Faloutsos C, Seeger B. Fast indexing and visualization of metric data sets using Slim-trees Ieee Transactions On Knowledge and Data Engineering. 14: 244-260. DOI: 10.1109/69.991715  0.419
2001 Pan JY, Faloutsos C. VideoGraph: A new tool for video mining and classification Proceedings of the Acm International Conference On Digital Libraries. 116-117. DOI: 10.1145/379437.379462  0.713
2001 Proietti G, Faloutsos C. Accurate modeling of region data Ieee Transactions On Knowledge and Data Engineering. 13: 874-883. DOI: 10.1109/69.971184  0.346
2001 Korn F, Pagel B, Faloutsos C. On the "dimensionality curse" and the "self-similarity blessing" Ieee Transactions On Knowledge and Data Engineering. 13: 96-111. DOI: 10.1109/69.908983  0.35
2000 Proietti G, Faloutsos C. Analysis of range queries and self-spatial join queries on real region datasets stored using an R-tree Ieee Transactions On Knowledge and Data Engineering. 12: 751-762. DOI: 10.1109/69.877506  0.331
1998 Belussi A, Faloutsos C. Self-spacial join selectivity estimation using fractal concepts Acm Transactions On Information Systems. 16: 161-201. DOI: 10.1145/279339.279342  0.312
1998 Korn P, Sidiropoulos N, Faloutsos C, Siegel E, Protopapas Z. Fast and effective retrieval of medical tumor shapes Ieee Transactions On Knowledge and Data Engineering. 10: 889-904. DOI: 10.1109/69.738356  0.342
1998 Kumar A, Tsotras VJ, Faloutsos C. Designing access methods for bitemporal databases Ieee Transactions On Knowledge and Data Engineering. 10: 1-20. DOI: 10.1109/69.667079  0.347
1997 Arya M, Cody W, Faloutsos C, Richardson J, Toga A. A 3D medical image database management system. Computerized Medical Imaging and Graphics : the Official Journal of the Computerized Medical Imaging Society. 20: 269-84. PMID 8954234 DOI: 10.1016/S0895-6111(96)00019-5  0.31
1997 Faloutsos C, Kamel I. Relaxing the Uniformity and Independence Assumptions Using the Concept of Fractal Dimension Journal of Computer and System Sciences. 55: 229-240. DOI: 10.1006/Jcss.1997.1522  0.362
1996 Korn P, Sidiropoulos ND, Faloutsos C, Siegel EL, Protopapas Z. Fast and effective similarity search in medical tumor databases using morphology Proceedings of Spie - the International Society For Optical Engineering. 2916: 116-129. DOI: 10.1117/12.257282  0.321
1996 Manolopoulos Y, Faloutsos C. Experimenting with pattern-matching algorithms Information Sciences. 90: 75-89. DOI: 10.1016/0020-0255(95)00280-4  0.311
1992 Faloutsos C. Analytical results on the quadtree decomposition of arbitrary rectangles Pattern Recognition Letters. 13: 31-40. DOI: 10.1016/0167-8655(92)90112-D  0.347
1987 Faloutsos C, Christodoulakis S. Description and performance analysis of signature file methods for office filing Acm Transactions On Information Systems. 5: 237-257. DOI: 10.1145/27641.28057  0.313
1986 Christodoulakis S, Faloutsos C. A Multimedia Document Server Ieee Aerospace and Electronic Systems Magazine. 1: 2-9. DOI: 10.1109/Maes.1986.5004989  0.315
Show low-probability matches.