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Christos Faloutsos - Publications

Affiliations: 
Carnegie Mellon University, Pittsburgh, PA 
Area:
Computer Science, Statistics
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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
Low-probability matches (unlikely to be authored by this person)
2010 Li L, Fu B, Faloutsos C. Efficient Parallel Learning of Hidden Markov Chain Models on SMPs Ieice Transactions On Information and Systems. 93: 1330-1342. DOI: 10.1587/Transinf.E93.D.1330  0.299
1995 Faloutsos C, Ng R, Sellis T. Flexible and Adaptable Buffer Management Techniques for Database Management Systems Ieee Transactions On Computers. 44: 546-560. DOI: 10.1109/12.376169  0.299
2010 Tong H, Papadimitriou S, Faloutsos C, Yu PS, Eliassi-Rad T. BASSET: Scalable gateway finder in large graphs Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 6119: 449-463. DOI: 10.1007/978-3-642-13672-6_43  0.299
1997 Faloutsos C, Jagadish HV, Manolopoulos Y. Analysis of the n-dimensional quadtree decomposition for arbitrary hyperrectangles Ieee Transactions On Knowledge and Data Engineering. 9: 373-383. DOI: 10.1109/69.599927  0.298
2002 Wang M, Ailamaki A, Faloutsos C. Capturing the spatio-temporal behavior of real traffic data Performance Evaluation. 49: 147-163. DOI: 10.1016/S0166-5316(02)00108-6  0.298
1993 Niblack CW, Barber R, Equitz W, Flickner MD, Glasman EH, Petkovic D, Yanker P, Faloutsos C, Taubin G. QBIC project: querying images by content, using color, texture, and shape Storage and Retrieval For Image and Video Databases. 1908: 173-187. DOI: 10.1117/12.143648  0.298
1988 Roussopoulos N, Faloutsos C, Sellis T. An Efficient Pictorial Database System for PSQL Ieee Transactions On Software Engineering. 14: 639-650. DOI: 10.1109/32.6141  0.297
2016 Papalexakis EE, Faloutsos C, Mitchell TM, Talukdar PP, Sidiropoulos ND, Murphy B. Turbo-SMT: Parallel Coupled Sparse Matrix-Tensor Factorizations and Applications. Statistical Analysis and Data Mining. 9: 269-290. PMID 27672406 DOI: 10.1002/Sam.11315  0.296
2016 Hooi B, Song HA, Beutel A, Shah N, Shin K, Faloutsos C. FRAUDAR: Bounding graph fraud in the face of camouflage Proceedings of the Acm Sigkdd International Conference On Knowledge Discovery and Data Mining. 13: 895-904. DOI: 10.1145/2939672.2939747  0.296
2004 Kumaraswamy K, Megalooikonomou V, Faloutsos C. Fractal dimension and vector quantization Information Processing Letters. 91: 107-113. DOI: 10.1016/J.Ipl.2004.04.005  0.296
2017 Devineni P, Koutra D, Faloutsos M, Faloutsos C. Facebook wall posts: a model of user behaviors Social Network Analysis and Mining. 7. DOI: 10.1007/S13278-017-0422-9  0.295
2017 Sidiropoulos ND, De Lathauwer L, Fu X, Huang K, Papalexakis EE, Faloutsos C. Tensor Decomposition for Signal Processing and Machine Learning Ieee Transactions On Signal Processing. 65: 3551-3582. DOI: 10.1109/Tsp.2017.2690524  0.294
2013 Mongiovì M, Bogdanov P, Ranca R, Papalexakis EE, Faloutsos C, Singh AK. NetSpot: Spotting significant anomalous regions on dynamic networks Siam International Conference On Data Mining 2013, Smd 2013. 28-36.  0.294
1992 Lin Z, Faloutsos C. Frame-sliced signature files Ieee Transactions On Knowledge and Data Engineering. 4: 281-289. DOI: 10.1109/69.142018  0.294
2012 Melli G, Wu X, Beinat P, Bonchi F, Cao L, Duan R, Faloutsos C, Ghani R, Kitts B, Goethals B, Mclachlan G, Pei J, Srivastava A, Zaïane O. Top-10 data mining case studies International Journal of Information Technology and Decision Making. 11: 389-400. DOI: 10.1142/S021962201240007X  0.294
2001 Moon B, Jagadish HV, Faloutsos C, Saltz JH. Analysis of the clustering properties of the Hilbert space-filling curve Ieee Transactions On Knowledge and Data Engineering. 13: 124-141. DOI: 10.1109/69.908985  0.294
2002 Georgiadis C, Triantafillou P, Faloutsos C. Multimedia Tools and Applications. 18: 137-158. DOI: 10.1023/A:1016207026242  0.293
1997 Agnew B, Faloutsos C, Wang Z, Welch DJ, Xue X. Multimedia indexing over the Web Storage and Retrieval For Image and Video Databases. 3022: 72-83. DOI: 10.1117/12.263445  0.291
2010 Prakash BA, Sridharan A, Seshadri M, MacHiraju S, Faloutsos C. EigenSpokes: Surprising patterns and scalable community chipping in large graphs Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 6119: 435-448. DOI: 10.1007/978-3-642-13672-6_42  0.291
1997 Kobla V, Doermann DS, Faloutsos C. Developing high-level representations of video clips using VideoTrails Storage and Retrieval For Image and Video Databases. 3312: 81-92. DOI: 10.1117/12.298472  0.291
2011 Mao CH, Pao HK, Faloutsos C, Lee HM. SBAD: Sequence based attack detection via sequence comparison Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 6549: 78-91. DOI: 10.1007/978-3-642-19896-0_7  0.29
2014 Jiang M, Cui P, Beutel A, Faloutsos C, Yang S. CatchSync: Catching synchronized behavior in large directed graphs Proceedings of the Acm Sigkdd International Conference On Knowledge Discovery and Data Mining. 941-950. DOI: 10.1145/2623330.2623632  0.288
2017 Hooi B, Shin K, Song HA, Beutel A, Shah N, Faloutsos C. Graph-Based Fraud Detection in the Face of Camouflage Acm Transactions On Knowledge Discovery From Data. 11: 1-26. DOI: 10.1145/3056563  0.286
1989 Faloutsos C, Rego W. Tri-cell—a data structure for spatial objects Information Systems. 14: 131-139. DOI: 10.1016/0306-4379(89)90041-0  0.285
2011 Henderson K, Gallagher B, Li L, Akoglu L, Eliassi-Rad T, Tong H, Faloutsos C. It's who you know: Graph mining using recursive structural features Proceedings of the Acm Sigkdd International Conference On Knowledge Discovery and Data Mining. 663-671. DOI: 10.1145/2020408.2020512  0.285
2012 Henderson K, Gallagher B, Eliassi-Rad T, Tong H, Basu S, Akoglu L, Koutra D, Faloutsos C, Li L. RolX: Structural role extraction & mining in large graphs Proceedings of the Acm Sigkdd International Conference On Knowledge Discovery and Data Mining. 1231-1239. DOI: 10.1145/2339530.2339723  0.282
1991 Faloutsos C, Metaxas D. Disk allocation methods using error correcting codes Ieee Transactions On Computers. 40: 907-914. DOI: 10.1109/12.83636  0.282
1988 Faloutsos C. Signature files: An integrated access method for text and attributes, suitable for optical disk storage Bit. 28: 736-754. DOI: 10.1007/Bf01954894  0.281
1997 Kobla V, Doermann DS, Lin K, Faloutsos C. Compressed-domain video indexing techniques using DCT and motion vector information in MPEG video Storage and Retrieval For Image and Video Databases. 3022: 200-211. DOI: 10.1117/12.263408  0.278
2016 Kim SH, Li L, Faloutsos C, Yang HJ, Lee SW. HeartCast: Predicting acute hypotensive episodes in intensive care units Statistical Methodology. 33: 1-13. DOI: 10.1016/J.Stamet.2016.07.001  0.278
2015 Melo POSVD, Faloutsos C, Assunção R, Alves R, Loureiro AAF. Universal and Distinct Properties of Communication Dynamics Acm Transactions On Knowledge Discovery From Data. 9: 1-31. DOI: 10.1145/2700399  0.277
2017 Kim SH, Li L, Faloutsos C, Yang HJ, Lee SW. DAPs: Mining using change-point detection of epileptic activity time series data Journal of Information Science and Engineering. 33: 517-536. DOI: 10.1688/Jise.2017.33.2.14  0.276
2019 Leeuwen Mv, Chau P, Vreeken J, Shahaf D, Faloutsos C. Addendum to the Special Issue on Interactive Data Exploration and Analytics (TKDD, Vol. 12, Iss. 1): Introduction by the Guest Editors Acm Transactions On Knowledge Discovery From Data. 13: 13. DOI: 10.1145/3298786  0.276
2001 Riedel E, Faloutsos C, Gibson GA, Nagle D. Active disks for large-scale data processing Computer. 34: 68-74. DOI: 10.1109/2.928624  0.275
2010 Akoglu L, McGlohon M, Faloutsos C. OddBall: Spotting anomalies in weighted graphs Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 6119: 410-421. DOI: 10.1007/978-3-642-13672-6_40  0.275
2012 Prakash BA, Faloutsos C. Understanding and managing cascades on large graphs Proceedings of the Vldb Endowment. 5: 2024-2025. DOI: 10.14778/2367502.2367567  0.274
2001 Montgomery A, Faloutsos C. Identifying Web browsing trends and patterns Computer. 34: 94-95. DOI: 10.1109/2.933515  0.273
1997 Faloutsos C, Jagadish HV, Mendelzon AO, Milo T. Signature technique for similarity-based queries Proceedings of the International Conference On Compression and Complexity of Sequences. 2-20. DOI: 10.1109/Sequen.1997.666899  0.273
1988 Faloutsos C. Gray codes for partial match and range queries Ieee Transactions On Software Engineering. 14: 1381-1393. DOI: 10.1109/32.6184  0.273
2015 Beutel A, Akoglu L, Faloutsos C. Graph-based user behavior modeling: From prediction to fraud detection Proceedings of the Acm Sigkdd International Conference On Knowledge Discovery and Data Mining. 2015: 2309-2310. DOI: 10.1145/2783258.2789985  0.272
2010 Puniyani K, Faloutsos C, Xing EP. SPEX2: automated concise extraction of spatial gene expression patterns from Fly embryo ISH images. Bioinformatics (Oxford, England). 26: i47-56. PMID 20529936 DOI: 10.1093/Bioinformatics/Btq172  0.27
2009 Du N, Faloutsos C, Wang B, Akoglu L. Large human communication networks: Patterns and a utility-driven generator Proceedings of the Acm Sigkdd International Conference On Knowledge Discovery and Data Mining. 269-277. DOI: 10.1145/1557019.1557054  0.27
1987 Faloutsos C, Christodoulakis S. Optimal signature extraction and information loss Acm Transactions On Database Systems. 12: 395-428. DOI: 10.1145/27629.214285  0.269
1990 Manolopoulos Y, Faloutsos C. Analysis for the end of block wasted space Bit. 30: 620-630. DOI: 10.1007/Bf01933210  0.268
2006 Chakrabarti D, Faloutsos C. Graph Patterns and the R-Mat Generator Mining Graph Data. 65-95. DOI: 10.1002/9780470073049.ch4  0.263
1991 Roussopoulos N, Sellis T, Faloutsos C, Mark L. An Architecture for High Performance Engineering Information Systems Ieee Transactions On Software Engineering. 17: 22-33. DOI: 10.1109/32.67576  0.259
2016 Jiang M, Cui P, Faloutsos C. Suspicious Behavior Detection: Current Trends and Future Directions Ieee Intelligent Systems. 31: 31-39. DOI: 10.1109/Mis.2016.5  0.257
2008 Seshadri M, MacHiraju S, Sridharan A, Bolot J, Faloutsos C, Leskove J. Mobile call graphs: Beyond power-law and lognormal distributions Proceedings of the Acm Sigkdd International Conference On Knowledge Discovery and Data Mining. 596-604. DOI: 10.1145/1401890.1401963  0.257
2002 Adibi J, Faloutsos C. KDD-2002 workshop report fractals and self-similarity in data mining Acm Sigkdd Explorations Newsletter. 4: 115-117. DOI: 10.1145/772862.772885  0.257
2008 Qi Y, Balem F, Faloutsos C, Klein-Seetharaman J, Bar-Joseph Z. Protein complex identification by supervised graph local clustering. Bioinformatics (Oxford, England). 24: i250-8. PMID 18586722 DOI: 10.1093/bioinformatics/btn164  0.256
2013 Kim SH, Faloutsos C, Yang HJ. Coercively adjusted auto regression model for forecasting in epilepsy EEG. Computational and Mathematical Methods in Medicine. 2013: 545613. PMID 23710252 DOI: 10.1155/2013/545613  0.255
2015 Beutel A, Akoglu L, Faloutsos C. Fraud detection through graph-based user behavior modeling Proceedings of the Acm Conference On Computer and Communications Security. 2015: 1696-1697. DOI: 10.1145/2810103.2812702  0.254
2008 Gallagher B, Tong H, Eliassi-Rad T, Faloutsos C. Using ghost edges for classification in sparsely labeled networks Proceedings of the Acm Sigkdd International Conference On Knowledge Discovery and Data Mining. 256-264. DOI: 10.1145/1401890.1401925  0.25
2016 Kim SH, Faloutsos C, Yang HJ, Lee SW. Parameter pattern discovery in nonlinear dynamic model for EEGs analysis. Journal of Integrative Neuroscience. 1-22. PMID 27774837 DOI: 10.1142/S0219635216500242  0.245
2014 Mao HH, Wu CJ, Papalexakis EE, Faloutsos C, Lee KC, Kao TC. MalSpot: Multi2 malicious network behavior patterns analysis Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 8443: 1-14. DOI: 10.1007/978-3-319-06608-0_1  0.245
1999 Thrun S, Faloutsos C, Mitchell TM, Wasserman LA. Automated Learning and Discovery State-of-the-Art and Research Topics in a Rapidly Growing Field Ai Magazine. 20: 78-82. DOI: 10.1609/Aimag.V20I3.1468  0.244
2016 Papalexakis EE, Faloutsos C. Unsupervised Tensor Mining for Big Data Practitioners. Big Data. 4: 179-191. PMID 27642720 DOI: 10.1089/big.2016.0026  0.243
2014 Lin Y, Raza AA, Lee JY, Koutra D, Rosenfeld R, Faloutsos C. Influence propagation: Patterns, model and a case study Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 8443: 386-397. DOI: 10.1007/978-3-319-06608-0_32  0.243
2008 Margaritis D, Faloutsos C, Thrun S. NetCube: Fast, approximate database queries using bayesian networks Selected Readings On Database Technologies and Applications. 424-449. DOI: 10.4018/978-1-60566-098-1.ch023  0.241
2014 Araujo M, Papadimitriou S, Günnemann S, Faloutsos C, Basu P, Swami A, Papalexakis EE, Koutra D. Com2: Fast automatic discovery of temporal ('comet') communities Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 8444: 271-283. DOI: 10.1007/978-3-319-06605-9_23  0.241
2012 Akoglu L, Vaz De Melo POS, Faloutsos C. Quantifying reciprocity in large weighted communication networks Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 7301: 85-96. DOI: 10.1007/978-3-642-30220-6_8  0.24
2003 Siganos G, Faloutsos M, Faloutsos P, Faloutsos C. Power laws and the as-level internet topology Ieee/Acm Transactions On Networking. 11: 514-524. DOI: 10.1109/Tnet.2003.815300  0.239
2020 Shin K, Hooi B, Kim J, Faloutsos C. Detecting Group Anomalies in Tera-Scale Multi-Aspect Data via Dense-Subtensor Mining. Frontiers in Big Data. 3: 594302. PMID 33997776 DOI: 10.3389/fdata.2020.594302  0.238
2008 Razente HL, Barioni MCN, Traina AJM, Faloutsos C, Traina C. A novel optimization approach to efficiently process aggregate similarity queries in metric access methods International Conference On Information and Knowledge Management, Proceedings. 193-202. DOI: 10.1145/1458082.1458110  0.236
2011 Valler NC, Butkiewicz M, Prakash BA, Faloutsos M, Faloutsos C. Non-binary information propagation: Modeling BGP routing churn 2011 Ieee Conference On Computer Communications Workshops, Infocom Wkshps 2011. 900-905. DOI: 10.1109/INFCOMW.2011.5928940  0.233
2015 Ha J, Kim S, Kim S, Faloutsos C, Park S. An analysis on information diffusion through BlogCast in a blogosphere Information Sciences. 290: 45-62. DOI: 10.1016/J.Ins.2014.08.042  0.232
2017 Lee S, Faloutsos C, Chae D, Kim S. Fraud Detection in Comparison-Shopping Services: Patterns and Anomalies in User Click Behaviors Ieice Transactions On Information and Systems. 100: 2659-2663. DOI: 10.1587/Transinf.2017Edl8094  0.231
2007 Chakrabarti D, Leskovec J, Faloutsos C, Madden S, Guestrin C, Faloutsos M. Information survival threshold in sensor and P2P networks Proceedings - Ieee Infocom. 1316-1324. DOI: 10.1109/INFCOM.2007.156  0.23
2011 Cordeiro RLF, Traina C, Traina AJM, López J, Kang U, Faloutsos C. Clustering very large multi-dimensional datasets with MapReduce Proceedings of the Acm Sigkdd International Conference On Knowledge Discovery and Data Mining. 690-698. DOI: 10.1145/2020408.2020516  0.23
2012 Shafer I, Ren K, Boddeti VN, Abe Y, Ganger GR, Faloutsos C. RainMon: An integrated approach to mining bursty timeseries monitoring data Proceedings of the Acm Sigkdd International Conference On Knowledge Discovery and Data Mining. 1158-1166. DOI: 10.1145/2339530.2339711  0.227
2015 Sakurai Y, Matsubara Y, Faloutsos C. Mining and forecasting of big time-series data Proceedings of the Acm Sigmod International Conference On Management of Data. 2015: 919-922. DOI: 10.1145/2723372.2731081  0.225
2013 Wei X, Valler NC, Faloutsos M, Neamtiu I, Prakash BA, Faloutsos C. Smartphone viruses propagation on heterogeneous composite networks Proceedings of the 2013 Ieee 2nd International Network Science Workshop, Nsw 2013. 106-109. DOI: 10.1109/NSW.2013.6609203  0.221
2012 Papalexakis EE, Faloutsos C, Sidiropoulos ND. ParCube: Sparse parallelizable tensor decompositions Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 7523: 521-536. DOI: 10.1007/978-3-642-33460-3_39  0.221
2014 Matsubara Y, Sakurai Y, Faloutsos C. AutoPlait: Automatic mining of co-evolving time sequences Proceedings of the Acm Sigmod International Conference On Management of Data. 193-204. DOI: 10.1145/2588555.2588556  0.221
2016 Papalexakis EE, Pelechrinis K, Faloutsos C. Location based Social Network analysis using Tensors and Signal Processing tools 2015 Ieee 6th International Workshop On Computational Advances in Multi-Sensor Adaptive Processing, Camsap 2015. 93-96. DOI: 10.1109/CAMSAP.2015.7383744  0.22
2010 Akoglu L, Faloutsos C. ValuePick: Towards a value-oriented dual-goal recommender system Proceedings - Ieee International Conference On Data Mining, Icdm. 1151-1158. DOI: 10.1109/ICDMW.2010.68  0.211
2005 Wu X, Faloutsos C. Editorial: TKDE Topic Area Revisions Ieee Transactions On Knowledge and Data Engineering. 17: 731-733. DOI: 10.1109/Tkde.2005.94  0.21
2008 Li L, Fu W, Guo F, Mowry TC, Faloutsos C. Cut-and-stitch: Efficient parallel learning of linear dynamical systems on smps Proceedings of the Acm Sigkdd International Conference On Knowledge Discovery and Data Mining. 471-479. DOI: 10.1145/1401890.1401949  0.204
2009 Prakash BA, Valler N, Andersen D, Faloutsos M, Faloutsos C. BGP-lens: Patterns and anomalies in internet routing updates Proceedings of the Acm Sigkdd International Conference On Knowledge Discovery and Data Mining. 1315-1323. DOI: 10.1145/1557019.1557160  0.204
2014 Beutel A, Kumar A, Papalexakis EE, Talukdar PP, Faloutsos C, Xing EP. FlexiFaCT: Scalable flexible factorization of coupled tensors on Hadoop Siam International Conference On Data Mining 2014, Sdm 2014. 1: 109-117. DOI: 10.1137/1.9781611973440.13  0.198
2003 Ailamaki A, Faloutsos C, Fischbeck PS, Small MJ, Vanbriesen J. An environmental sensor network to determine drinking water quality and security Sigmod Record. 32: 47-52. DOI: 10.1145/959060.959069  0.197
2014 Weng Y, Faloutsos C, Ilie MD, Negi R. Speed up of data-driven state estimation using low-complexity indexing method Ieee Power and Energy Society General Meeting. 2014. DOI: 10.1109/PESGM.2014.6938980  0.194
2013 Matsubara Y, Li L, Papalexakis E, Lo D, Sakurai Y, Faloutsos C. F-Trail: Finding patterns in taxi trajectories Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 7818: 86-98. DOI: 10.1007/978-3-642-37453-1_8  0.193
2016 Jiang M, Beutel A, Cui P, Hooi B, Yang S, Faloutsos C. A general suspiciousness metric for dense blocks in multimodal data Proceedings - Ieee International Conference On Data Mining, Icdm. 2016: 781-786. DOI: 10.1109/ICDM.2015.61  0.19
2014 Juan DC, Li L, Peng HK, Marculescu D, Faloutsos C. Beyond poisson: Modeling inter-arrival time of requests in a datacenter Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 8444: 198-209. DOI: 10.1007/978-3-319-06605-9_17  0.188
2010 Cordeiro RLF, Traina AJM, Faloutsos C, Traina C. Finding clusters in subspaces of very large, multi-dimensional datasets Proceedings - International Conference On Data Engineering. 625-636. DOI: 10.1109/ICDE.2010.5447924  0.185
2015 Costa AF, Yamaguchi Y, Traina AJM, Traina C, Faloutsos C. RSC: Mining and modeling temporal activity in social media Proceedings of the Acm Sigkdd International Conference On Knowledge Discovery and Data Mining. 2015: 269-278. DOI: 10.1145/2783258.2783294  0.185
2013 Koutra D, Gong Y, Ryman S, Jung R, Vogelstein JT, Faloutsos C. Are all brains wired equally F1000research. 4. DOI: 10.7490/F1000Research.1094302.1  0.179
2014 Matsubara Y, Sakurai Y, Van Panhuis WG, Faloutsos C. FUNNEL: Automatic mining of spatially coevolving epidemics Proceedings of the Acm Sigkdd International Conference On Knowledge Discovery and Data Mining. 105-114. DOI: 10.1145/2623330.2623624  0.177
2004 Tao Y, Papadias D, Faloutsos C. Approximate temporal aggregation Proceedings - International Conference On Data Engineering. 20: 190-201. DOI: 10.1109/ICDE.2004.1319996  0.176
2014 Beutel A, Murray K, Faloutsos C, Smola AJ. CoBaFi - Collaborative Bayesian filtering Www 2014 - Proceedings of the 23rd International Conference On World Wide Web. 97-107. DOI: 10.1145/2566486.2568040  0.174
2000 Yi BK, Sidiropoulos ND, Johnson T, Jagadish HV, Faloutsos C, Biliris A. Online data mining for co-evolving time sequences Proceedings - International Conference On Data Engineering. 13-22.  0.172
1998 Yi BK, Jagadish HV, Faloutsos C. Efficient retrieval of similar time sequences under time warping Proceedings - International Conference On Data Engineering. 201-208.  0.172
2007 Vieira MR, Traina C, Traina AJM, Arantes A, Faloutsos C. Boosting k-nearest neighbor queries estimating suitable query radii Proceedings of the International Conference On Scientific and Statistical Database Management, Ssdbm. DOI: 10.1109/SSDBM.2007.5  0.172
2015 Devineni P, Koutra D, Faloutsos M, Faloutsos C. If walls could talk: Patterns and anomalies in Facebook wallposts Proceedings of the 2015 Ieee/Acm International Conference On Advances in Social Networks Analysis and Mining, Asonam 2015. 367-374. DOI: 10.1145/2808797.2808880  0.171
2014 Jiang M, Cui P, Beutel A, Faloutsos C, Yang S. Inferring strange behavior from connectivity pattern in social networks Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 8443: 126-138. DOI: 10.1007/978-3-319-06608-0_11  0.169
2014 Sidiropoulos ND, Papalexakis EE, Faloutsos C. A parallel algorithm for big tensor decomposition using randomly compressed cubes (PARACOMP) Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 1-5. DOI: 10.1109/ICASSP.2014.6853546  0.169
2015 Giatsoglou M, Chatzakou D, Shah N, Beutel A, Faloutsos C, Vakali A. ND-SYNC: Detecting synchronized fraud activities Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 9078: 201-214. DOI: 10.1007/978-3-319-18032-8_16  0.168
2010 Vaz De Melo POS, Akoglu L, Faloutsos C, Loureiro AAF. Surprising patterns for the call duration distribution of mobile phone users Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 6323: 354-369. DOI: 10.1007/978-3-642-15939-8_23  0.167
2019 Wei T, Lee H, Jeng AB, Lamba H, Faloutsos C. WebHound: a data-driven intrusion detection from real-world web access logs Soft Computing. 23: 11947-11965. DOI: 10.1007/S00500-018-03750-1  0.166
2012 Wei X, Valler N, Prakash BA, Neamtiu I, Faloutsos M, Faloutsos C. Competing memes propagation on networks: A case study of composite networks Computer Communication Review. 42: 6-11. DOI: 10.1145/2378956.2378958  0.158
2014 Papalexakis EE, Fyshe A, Sidiropoulos ND, Talukdar PP, Mitchell TM, Faloutsos C. Good-Enough Brain Model: Challenges, Algorithms, and Discoveries in Multisubject Experiments. Big Data. 2: 216-29. PMID 27442756 DOI: 10.1089/big.2014.0044  0.151
2012 Beutel A, Prakash BA, Rosenfeld R, Faloutsos C. Interacting viruses in networks: Can both survive? Proceedings of the Acm Sigkdd International Conference On Knowledge Discovery and Data Mining. 426-434. DOI: 10.1145/2339530.2339601  0.15
1994 Lin KI, Jagadish HV, Faloutsos C. The TV-tree: An index structure for high-dimensional data The Vldb Journal. 3: 517-542. DOI: 10.1007/BF01231606  0.15
2016 Jeon I, Papalexakis EE, Faloutsos C, Sael L, Kang U. Mining billion-scale tensors: algorithms and discoveries The Vldb Journal. 25: 519-544. DOI: 10.1007/s00778-016-0427-4  0.142
2016 Hooi B, Song HA, Papalexakis E, Agrawal R, Faloutsos C. Education, Learning and Information Theory Proceedings - 15th Ieee International Conference On Data Mining Workshop, Icdmw 2015. 269-272. DOI: 10.1109/ICDMW.2015.201  0.142
2013 Movshovitz-Attias D, Movshovitz-Attias Y, Steenkiste P, Faloutsos C. Analysis of the reputation system and user contributions on a question answering website: StackOverflow Proceedings of the 2013 Ieee/Acm International Conference On Advances in Social Networks Analysis and Mining, Asonam 2013. 886-893. DOI: 10.1145/2492517.2500242  0.139
2016 Jiang M, Faloutsos C, Han J. CatchTartan: Representing and summarizing dynamic multicontextual behaviors Proceedings of the Acm Sigkdd International Conference On Knowledge Discovery and Data Mining. 13: 945-954. DOI: 10.1145/2939672.2939749  0.138
2000 Korn F, Labrinidis A, Kotidis Y, Faloutsos C. Quantifiable data mining using ratio rules The Vldb Journal the International Journal On Very Large Data Bases. 8: 254-266. DOI: 10.1007/s007780050007  0.137
2020 Yang F, Almutairi FM, Song HA, Faloutsos C, Sidiropoulos ND, Zadorozhny V. TurboLift: fast accuracy lifting for historical data recovery The Vldb Journal. 29: 1129-1148. DOI: 10.1007/s00778-020-00609-6  0.136
1988 Sellis T, Roussopoulos N, Mark L, Faloutsos C. Expert database systems: Efficient support for engineering environments Data and Knowledge Engineering. 3: 71-85. DOI: 10.1016/0169-023X(88)90007-9  0.136
2000 Riedel E, Faloutsos C, Ganger GR, Nagle DF. Data mining on an OLTP system (nearly) for free Sigmod Record (Acm Special Interest Group On Management of Data). 29: 13-21. DOI: 10.1145/335191.335375  0.134
2023 Shekhar S, Eswaran D, Hooi B, Elmer J, Faloutsos C, Akoglu L. Benefit-aware early prediction of health outcomes on multivariate EEG time series. Journal of Biomedical Informatics. 139: 104296. PMID 36736937 DOI: 10.1016/j.jbi.2023.104296  0.133
2013 Berlingerio M, Koutra D, Eliassi-Rad T, Faloutsos C. Network similarity via multiple social theories Proceedings of the 2013 Ieee/Acm International Conference On Advances in Social Networks Analysis and Mining, Asonam 2013. 1439-1440. DOI: 10.1145/2492517.2492582  0.132
2014 Figueiredo F, Almeida JM, Matsubara Y, Ribeiro B, Faloutsos C. Revisit behavior in social media: The Phoenix-R model and discoveries Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 8724: 386-401. DOI: 10.1007/978-3-662-44848-9_25  0.131
2012 Akoglu L, Tong H, Vreeken J, Faloutsos C. Fast and reliable anomaly detection in categorical data Acm International Conference Proceeding Series. 415-424. DOI: 10.1145/2396761.2396816  0.125
2018 Almutairi FM, Yang F, Song HA, Faloutsos C, Sidiropoulos N, Zadorozhny V. Homerun Proceedings of the Vldb Endowment. 11: 1496-1508. DOI: 10.14778/3236187.3236201  0.12
2017 Eswaran D, Günnemann S, Faloutsos C, Makhija D, Kumar M. ZooBP Proceedings of the Vldb Endowment. 10: 625-636. DOI: 10.14778/3055540.3055554  0.12
2006 Traina C, Filho RFS, Traina AJM, Vieira MR, Faloutsos C. The Omni-family of all-purpose access methods: a simple and effective way to make similarity search more efficient The Vldb Journal. 16: 483-505. DOI: 10.1007/s00778-005-0178-0  0.118
1994 Faloutsos C, Barber R, Flickner M, Hafner J, Niblack W, Petkovic D, Equitz W. Efficient and effective Querying by Image Content Journal of Intelligent Information Systems. 3: 231-262. DOI: 10.1007/BF00962238  0.116
2006 Ho W, Smailagic A, Siewiorek DP, Faloutsos C. An adaptive two-phase approach to WiFi location sensing Proceedings - Fourth Annual Ieee International Conference On Pervasive Computing and Communications Workshops, Percom Workshops 2006. 2006: 452-456. DOI: 10.1109/PERCOMW.2006.18  0.114
2004 Papadimitriou S, Brockwell A, Faloutsos C. Adaptive, unsupervised stream mining Vldb Journal. 13: 222-239. DOI: 10.1007/s00778-004-0130-8  0.102
2005 Papadimitriou S, Väisänen RA, Gionis A, Mannila H, Tsaparas P, Faloutsos C. Parameter-free spatial data mining using MDL Proceedings - Ieee International Conference On Data Mining, Icdm. 346-353. DOI: 10.1109/ICDM.2005.117  0.1
1985 Faloutsos C. Access methods for text Acm Computing Surveys. 17: 49-74. DOI: 10.1145/4078.4080  0.097
2014 Papalexakis EE, Faloutsos C, Mitchell TM, Talukdar PP, Sidiropoulos ND, Murphy B. Turbo-SMT: Accelerating Coupled Sparse Matrix-Tensor Factorizations by 200×. Proceedings of the ... Siam International Conference On Data Mining. Siam International Conference On Data Mining. 2014: 118-126. PMID 26473087 DOI: 10.1137/1.9781611973440.14  0.096
2006 Sun J, Hoke E, Strunk JD, Ganger GR, Faloutsos C. Intelligent system monitoring on large clusters 3rd International Workshop On Data Management in Sensor Networks, Dmsn'06, in Conjunction With Very Large Data Bases, Vldb 2006. 47-52. DOI: 10.1145/1315903.1315914  0.095
2014 Papalexakis EE, Fyshe A, Sidiropoulos ND, Talukdar PP, Mitchell TM, Faloutsos C. Good-enough brain model: Challenges, algorithms and discoveries in multi-subject experiments Proceedings of the Acm Sigkdd International Conference On Knowledge Discovery and Data Mining. 95-104. DOI: 10.1145/2623330.2623639  0.086
1990 Faloutsos C, Lee R, Plaisant C, Shneiderman B. Incorporating String Search in a Hypertext System: User Interface and Signature File Design Issues Hypermedia. 2: 183-200. DOI: 10.1080/09558543.1990.12031182  0.083
2010 Li L, Prakash BA, Faloutsos C. Parsimonious linear fingerprinting for time series Proceedings of the Vldb Endowment. 3: 385-396. DOI: 10.14778/1920841.1920893  0.083
1985 Faloutsos C. Signature files Acm Sigmod Record. 14: 63-82. DOI: 10.1145/971699.318903  0.079
1984 Faloutsos C, Christodoulakis S. Signature files Acm Transactions On Information Systems. 2: 267-288. DOI: 10.1145/2275.357411  0.079
2018 Faloutsos C, Gasthaus J, Januschowski T, Wang Y. Forecasting big time series Proceedings of the Vldb Endowment. 11: 2102-2105. DOI: 10.14778/3229863.3229878  0.076
2005 Murphy RF, Faloutsos C. Research issues in protein location image databases Proceedings of the Acm Sigmod International Conference On Management of Data. 966-967. DOI: 10.1145/1066157.1066307  0.074
2004 Wang M, Au K, Ailamaki A, Brockwell A, Faloutsos C, Ganger GR. Storage device performance prediction with CART models Proceedings - Ieee Computer Society's Annual International Symposium On Modeling, Analysis, and Simulation of Computer and Telecommunications Systems, Mascots. 588-595. DOI: 10.1109/MASCOT.2004.1348316  0.072
2010 Zhu C, Kitagawa H, Papadimitriou S, Faloutsos C. Outlier detection by example Journal of Intelligent Information Systems. 36: 217-247. DOI: 10.1007/s10844-010-0128-1  0.071
2012 Metwally A, Faloutsos C. V-SMART-join Proceedings of the Vldb Endowment. 5: 704-715. DOI: 10.14778/2212351.2212353  0.07
2015 Jeon I, Papalexakis EE, Kang U, Faloutsos C. HaTen2: Billion-scale tensor decompositions Proceedings - International Conference On Data Engineering. 2015: 1047-1058. DOI: 10.1109/ICDE.2015.7113355  0.069
2017 Costa AF, Yamaguchi Y, Traina AJM, Jr. CT, Faloutsos C. Modeling Temporal Activity to Detect Anomalous Behavior in Social Media Acm Transactions On Knowledge Discovery From Data. 11: 1-23. DOI: 10.1145/3064884  0.063
1989 Lin C, Mark L, Sellis T, Faloutsos C. Performance issues in the binary relationship model Data & Knowledge Engineering. 4: 195-221. DOI: 10.1016/0169-023X(89)90020-7  0.049
1998 Triantafillou P, Faloutsos C. Overlay striping and optimal parallel I/O for modern applications Parallel Computing. 24: 21-43. DOI: 10.1016/S0167-8191(97)00115-4  0.045
2000 Faloutsos C, Seeger B, Traina A, Traina C. Spatial join selectivity using power laws Acm Sigmod Record. 29: 177-188. DOI: 10.1145/335191.335412  0.039
2007 Clifton C, Xindong W, Faloutsos C. TKDE guidelines for survey papers Ieee Transactions On Knowledge and Data Engineering. 19: 1449. DOI: 10.1109/Tkde.2007.190685  0.039
2015 Matsubara Y, Sakurai Y, Faloutsos C. The Web as a jungle: Non-linear dynamical systems for co-evolving online activities Www 2015 - Proceedings of the 24th International Conference On World Wide Web. 721-731. DOI: 10.1145/2736277.2741092  0.037
2015 Gatterbauer W, Günnemann S, Koutra D, Faloutsos C. Linearized and single-pass belief propagation Proceedings of the Vldb Endowment. 8: 581-592. DOI: 10.14778/2735479.2735490  0.031
2017 Zhang T, Cui P, Faloutsos C, Lu Y, Ye H, Zhu W, Yang S. come N go Acm Transactions On Knowledge Discovery From Data. 11: 1-22. DOI: 10.1145/3059214  0.013
2000 Palmer CR, Faloutsos C. Density biased sampling Acm Sigmod Record. 29: 82-92. DOI: 10.1145/335191.335384  0.013
2015 Koutra D, Jin D, Ning Y, Faloutsos C. Perseus Proceedings of the Vldb Endowment. 8: 1924-1927. DOI: 10.14778/2824032.2824102  0.01
2008 Guo F, Li L, Faloutsos C, Xing EP. C-DEM Proceedings of the Vldb Endowment. 1: 1508-1511. DOI: 10.14778/1454159.1454214  0.01
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