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Christos Faloutsos
2010 – today
- 2013
[b4]Robson Leonardo Ferreira Cordeiro, Christos Faloutsos, Caetano Traina Jr.: Data Mining in Large Sets of Complex Data. Springer Briefs in Computer Science, Springer 2013, ISBN 978-1-4471-4889-0, pp. I-XI, 1-116- [j104]Sun-Hee Kim, Christos Faloutsos, Hyung-Jeong Yang: Coercively Adjusted Auto Regression Model for Forecasting in Epilepsy EEG. Comp. Math. Methods in Medicine 2013 (2013)
- [j103]Xuetao Wei, Nicholas Valler, B. Aditya Prakash, Iulian Neamtiu, Michalis Faloutsos, Christos Faloutsos: Competing Memes Propagation on Networks: A Network Science Perspective. IEEE Journal on Selected Areas in Communications 31(6): 1049-1060 (2013)
- [j102]José Fernando Rodrigues Jr., Hanghang Tong, Jia-Yu Pan, Agma J. M. Traina, Caetano Traina Jr., Christos Faloutsos: Large Graph Analysis in the GMine System. IEEE Trans. Knowl. Data Eng. 25(1): 106-118 (2013)
- [j101]Robson Leonardo Ferreira Cordeiro, Agma J. M. Traina, Christos Faloutsos, Caetano Traina Jr.: Halite: Fast and Scalable Multiresolution Local-Correlation Clustering. IEEE Trans. Knowl. Data Eng. 25(2): 387-401 (2013)
- [c282]Leman Akoglu, Rishi Chandy, Christos Faloutsos: Opinion Fraud Detection in Online Reviews by Network Effects. ICWSM 2013
- [c281]Bin Fu, Jialiu Lin, Lei Li, Christos Faloutsos, Jason I. Hong, Norman M. Sadeh: Why people hate your app: making sense of user feedback in a mobile app store. KDD 2013: 1276-1284
- [c280]Ted E. Senator, Henry G. Goldberg, Alex Memory, William T. Young, Brad Rees, Robert Pierce, Daniel Huang, Matthew Reardon, David A. Bader, Edmond Chow, Irfan A. Essa, Joshua Jones, Vinay Bettadapura, Duen Horng Chau, Oded Green, Oguz Kaya, Anita Zakrzewska, Erica Briscoe, Rudolph L. Mappus IV, Robert McColl, Lora Weiss, Thomas G. Dietterich, Alan Fern, Weng-Keen Wong, Shubhomoy Das, Andrew Emmott, Jed Irvine, Jay Yoon Lee, Danai Koutra, Christos Faloutsos, Daniel D. Corkill, Lisa Friedland, Amanda Gentzel, David Jensen: Detecting insider threats in a real corporate database of computer usage activity. KDD 2013: 1393-1401
- [c279]Yasuko Matsubara, Lei Li, Evangelos E. Papalexakis, David Lo, Yasushi Sakurai, Christos Faloutsos: F-Trail: Finding Patterns in Taxi Trajectories. PAKDD (1) 2013: 86-98
- [c278]Sun-Hee Kim, Christos Faloutsos, Hyung-Jeong Yang: EEG-MINE: Mining and Understanding Epilepsy Data. PAKDD Workshops 2013: 155-167
- [c277]Danai Koutra, Vasileios Koutras, B. Aditya Prakash, Christos Faloutsos: Patterns amongst Competing Task Frequencies: Super-Linearities, and the Almond-DG Model. PAKDD (1) 2013: 201-212
- [c276]Petko Bogdanov, Christos Faloutsos, Misael Mongiovì, Evangelos E. Papalexakis, Razvan Ranca, Ambuj K. Singh: NetSpot: Spotting Significant Anomalous Regions on Dynamic Networks. SDM 2013: 28-36
- [c275]Leman Akoglu, Duen Horng Chau, Christos Faloutsos, Nikolaj Tatti, Hanghang Tong, Jilles Vreeken: Mining Connection Pathways for Marked Nodes in Large Graphs. SDM 2013: 37-45
- [c274]Christos Faloutsos, Danai Koutra, Joshua T. Vogelstein: DELTACON: A Principled Massive-Graph Similarity Function. SDM 2013: 162-170
- [c273]Lada A. Adamic, Christos Faloutsos, Theodore J. Iwashyna, B. Aditya Prakash, Hanghang Tong: Fractional Immunization in Networks. SDM 2013: 659-667
- [c272]Leman Akoglu, Christos Faloutsos: Anomaly, event, and fraud detection in large network datasets. WSDM 2013: 773-774
- [c271]Alex Beutel, Wanhong Xu, Venkatesan Guruswami, Christopher Palow, Christos Faloutsos: CopyCatch: stopping group attacks by spotting lockstep behavior in social networks. WWW 2013: 119-130
- [c270]Jay Yoon Lee, U. Kang, Danai Koutra, Christos Faloutsos: Fast anomaly detection despite the duplicates. WWW (Companion Volume) 2013: 195-196
- [c269]Pedro Olmo S. Vaz de Melo, Christos Faloutsos, Renato Assunção, Antonio Alfredo Ferreira Loureiro: The self-feeding process: a unifying model for communication dynamics in the web. WWW 2013: 1319-1330
- [p9]Spiros Papadimitriou, Jimeng Sun, Christos Faloutsos, Philip S. Yu: Dimensionality Reduction and Filtering on Time Series Sensor Streams. Managing and Mining Sensor Data 2013: 103-141
- [i5]Evangelos E. Papalexakis, Tom M. Mitchell, Nicholas D. Sidiropoulos, Christos Faloutsos, Partha Pratim Talukdar, Brian Murphy: Scoup-SMT: Scalable Coupled Sparse Matrix-Tensor Factorization. CoRR abs/1302.7043 (2013)
- [i4]Danai Koutra, Joshua T. Vogelstein, Christos Faloutsos: DELTACON: A Principled Massive-Graph Similarity Function. CoRR abs/1304.4657 (2013)
- 2012
- [b3]Deepayan Chakrabarti, Christos Faloutsos: Graph Mining: Laws, Tools, and Case Studies. Synthesis Lectures on Data Mining and Knowledge Discovery, Morgan & Claypool Publishers 2012
- [j100]Xuetao Wei, Nicholas Valler, B. Aditya Prakash, Iulian Neamtiu, Michalis Faloutsos, Christos Faloutsos: Competing memes propagation on networks: a case study of composite networks. Computer Communication Review 42(5): 5-12 (2012)
- [j99]Gabor Melli, Xindong Wu, Paul Beinat, Francesco Bonchi, Longbing Cao, Rong Duan, Christos Faloutsos, Rayid Ghani, Brendan Kitts, Bart Goethals, Geoff J. McLachlan, Jian Pei, Ashok Srivastava, Osmar R. Zaïane: Top-10 Data Mining Case Studies. International Journal of Information Technology and Decision Making 11(2): 389-400 (2012)
- [j98]Koji Maruhashi, Fan Guo, Christos Faloutsos: MultiAspectForensics: mining large heterogeneous networks using tensor. Int. J. Web Eng. Technol. 7(4): 302-322 (2012)
- [j97]Hanghang Tong, Spiros Papadimitriou, Christos Faloutsos, Philip S. Yu, Tina Eliassi-Rad: Gateway finder in large graphs: problem definitions and fast solutions. Inf. Retr. 15(3-4): 391-411 (2012)
- [j96]Hsing-Kuo Pao, Ching-Hao Mao, Hahn-Ming Lee, Chi-Dong Chen, Christos Faloutsos: An Intrinsic Graphical Signature Based on Alert Correlation Analysis for Intrusion Detection. J. Inf. Sci. Eng. 28(2): 243-262 (2012)
- [j95]B. Aditya Prakash, Deepayan Chakrabarti, Nicholas Valler, Michalis Faloutsos, Christos Faloutsos: Threshold conditions for arbitrary cascade models on arbitrary networks. Knowl. Inf. Syst. 33(3): 549-575 (2012)
- [j94]Ahmed Metwally, Christos Faloutsos: V-SMART-Join: A Scalable MapReduce Framework for All-Pair Similarity Joins of Multisets and Vectors. PVLDB 5(8): 704-715 (2012)
- [j93]B. Aditya Prakash, Christos Faloutsos: Understanding and Managing Cascades on Large Graphs. PVLDB 5(12): 2024-2025 (2012)
- [j92]U. Kang, Christos Faloutsos: Big graph mining: algorithms and discoveries. SIGKDD Explorations 14(2): 29-36 (2012)
- [j91]Pedro O. S. Vaz de Melo, Virgílio A. F. Almeida, Antonio Alfredo Ferreira Loureiro, Christos Faloutsos: Forecasting in the NBA and other team sports: Network effects in action. TKDD 6(3): 13 (2012)
- [j90]U. Kang, Hanghang Tong, Jimeng Sun, Ching-Yung Lin, Christos Faloutsos: gbase: an efficient analysis platform for large graphs. VLDB J. 21(5): 637-650 (2012)
- [c268]Duen Horng Chau, Leman Akoglu, Jilles Vreeken, Hanghang Tong, Christos Faloutsos: Interactively and Visually Exploring Tours of Marked Nodes in Large Graphs. ASONAM 2012: 696-698
- [c267]Hanghang Tong, B. Aditya Prakash, Tina Eliassi-Rad, Michalis Faloutsos, Christos Faloutsos: Gelling, and melting, large graphs by edge manipulation. CIKM 2012: 245-254
- [c266]Leman Akoglu, Hanghang Tong, Jilles Vreeken, Christos Faloutsos: Fast and reliable anomaly detection in categorical data. CIKM 2012: 415-424
- [c265]Jiwoon Ha, Soon-Hyoung Kwon, Sang-Wook Kim, Christos Faloutsos, Sunju Park: Top-N recommendation through belief propagation. CIKM 2012: 2343-2346
- [c264]U. Kang, Duen Horng Chau, Christos Faloutsos: Pegasus: Mining billion-scale graphs in the cloud. ICASSP 2012: 5341-5344
- [c263]B. Aditya Prakash, Jilles Vreeken, Christos Faloutsos: Spotting Culprits in Epidemics: How Many and Which Ones? ICDM 2012: 11-20
- [c262]Koji Maruhashi, Junichi Shigezumi, Nobuhiro Yugami, Christos Faloutsos: EigenSP: A More Accurate Shortest Path Distance Estimation on Large-Scale Networks. ICDM Workshops 2012: 234-241
- [c261]Yasuko Matsubara, Yasushi Sakurai, B. Aditya Prakash, Lei Li, Christos Faloutsos: Rise and fall patterns of information diffusion: model and implications. KDD 2012: 6-14
- [c260]Yasuko Matsubara, Yasushi Sakurai, Christos Faloutsos, Tomoharu Iwata, Masatoshi Yoshikawa: Fast mining and forecasting of complex time-stamped events. KDD 2012: 271-279
- [c259]U. Kang, Evangelos E. Papalexakis, Abhay Harpale, Christos Faloutsos: GigaTensor: scaling tensor analysis up by 100 times - algorithms and discoveries. KDD 2012: 316-324
- [c258]Alex Beutel, B. Aditya Prakash, Roni Rosenfeld, Christos Faloutsos: Interacting viruses in networks: can both survive? KDD 2012: 426-434
- [c257]Ilari Shafer, Kai Ren, Vishnu Naresh Boddeti, Yoshihisa Abe, Gregory R. Ganger, Christos Faloutsos: RainMon: an integrated approach to mining bursty timeseries monitoring data. KDD 2012: 1158-1166
- [c256]Keith Henderson, Brian Gallagher, Tina Eliassi-Rad, Hanghang Tong, Sugato Basu, Leman Akoglu, Danai Koutra, Christos Faloutsos, Lei Li: RolX: structural role extraction & mining in large graphs. KDD 2012: 1231-1239
- [c255]Duen Horng Chau, Leman Akoglu, Jilles Vreeken, Hanghang Tong, Christos Faloutsos: TourViz: interactive visualization of connection pathways in large graphs. KDD 2012: 1516-1519
- [c254]Leman Akoglu, Pedro O. S. Vaz de Melo, Christos Faloutsos: Quantifying Reciprocity in Large Weighted Communication Networks. PAKDD (2) 2012: 85-96
- [c253]Danai Koutra, Evangelos E. Papalexakis, Christos Faloutsos: TensorSplat: Spotting Latent Anomalies in Time. Panhellenic Conference on Informatics 2012: 144-149
- [c252]Evangelos E. Papalexakis, Christos Faloutsos, Nicholas D. Sidiropoulos: ParCube: Sparse Parallelizable Tensor Decompositions. ECML/PKDD (1) 2012: 521-536
- [c251]Leman Akoglu, Hanghang Tong, Brendan Meeder, Christos Faloutsos: PICS: Parameter-free Identification of Cohesive Subgroups in Large Attributed Graphs. SDM 2012: 439-450
- [c250]Fragkiskos D. Malliaros, Vasileios Megalooikonomou, Christos Faloutsos: Fast Robustness Estimation in Large Social Graphs: Communities and Anomaly Detection. SDM 2012: 942-953
- [c249]Christos Faloutsos, U. Kang: Managing and mining large graphs: patterns and algorithms. SIGMOD Conference 2012: 585-588
- [c248]Leman Akoglu, Duen Horng Chau, U. Kang, Danai Koutra, Christos Faloutsos: OPAvion: mining and visualization in large graphs. SIGMOD Conference 2012: 717-720
- [c247]Misael Mongiovì, Petko Bogdanov, Razvan Ranca, Ambuj K. Singh, Evangelos E. Papalexakis, Christos Faloutsos: SigSpot: mining significant anomalous regions from time-evolving networks (abstract only). SIGMOD Conference 2012: 865
- [c246]B. Aditya Prakash, Alex Beutel, Roni Rosenfeld, Christos Faloutsos: Winner takes all: competing viruses or ideas on fair-play networks. WWW 2012: 1037-1046
- [i3]Ahmed Metwally, Christos Faloutsos: V-SMART-Join: A Scalable MapReduce Framework for All-Pair Similarity Joins of Multisets and Vectors. CoRR abs/1204.6077 (2012)
- [i2]Michele Berlingerio, Danai Koutra, Tina Eliassi-Rad, Christos Faloutsos: NetSimile: A Scalable Approach to Size-Independent Network Similarity. CoRR abs/1209.2684 (2012)
- 2011
- [j89]Cui Zhu, Hiroyuki Kitagawa, Spiros Papadimitriou, Christos Faloutsos: Outlier detection by example. J. Intell. Inf. Syst. 36(2): 217-247 (2011)
- [j88]U. Kang, Charalampos E. Tsourakakis, Christos Faloutsos: PEGASUS: mining peta-scale graphs. Knowl. Inf. Syst. 27(2): 303-325 (2011)
- [j87]Michael Barnathan, Vasileios Megalooikonomou, Christos Faloutsos, Scott Faro, Feroze B. Mohamed: TWave: High-order analysis of functional MRI. NeuroImage 58(2): 537-548 (2011)
- [j86]Charalampos E. Tsourakakis, Petros Drineas, Eirinaios Michelakis, Ioannis Koutis, Christos Faloutsos: Spectral counting of triangles via element-wise sparsification and triangle-based link recommendation. Social Netw. Analys. Mining 1(2): 75-81 (2011)
- [j85]U. Kang, Charalampos E. Tsourakakis, Ana Paula Appel, Christos Faloutsos, Jure Leskovec: HADI: Mining Radii of Large Graphs. TKDD 5(2): 8 (2011)
- [c245]Koji Maruhashi, Fan Guo, Christos Faloutsos: MultiAspectForensics: Pattern Mining on Large-Scale Heterogeneous Networks with Tensor Analysis. ASONAM 2011: 203-210
- [c244]Duen Horng Chau, Aniket Kittur, Jason I. Hong, Christos Faloutsos: Apolo: making sense of large network data by combining rich user interaction and machine learning. CHI 2011: 167-176
- [c243]Min-Hee Jang, Sang-Wook Kim, Christos Faloutsos, Sunju Park: A linear-time approximation of the earth mover's distance. CIKM 2011: 505-514
- [c242]Duck-Ho Bae, Se-Mi Hwang, Sang-Wook Kim, Christos Faloutsos: Constructing seminal paper genealogy. CIKM 2011: 2101-2104
- [c241]Sang-Wook Kim, Ki-Nam Kim, Christos Faloutsos, Joon Ho Lee: Spectral analysis of a blogosphere. CIKM 2011: 2145-2148
- [c240]U. Kang, Duen Horng Chau, Christos Faloutsos: Mining large graphs: Algorithms, inference, and discoveries. ICDE 2011: 243-254
- [c239]
- [c238]Siyuan Liu, Lei Li, Christos Faloutsos, Lionel M. Ni: Mobile Phone Graph Evolution: Findings, Model and Interpretation. ICDM Workshops 2011: 323-330
- [c237]B. Aditya Prakash, Deepayan Chakrabarti, Michalis Faloutsos, Nicholas Valler, Christos Faloutsos: Threshold Conditions for Arbitrary Cascade Models on Arbitrary Networks. ICDM 2011: 537-546
- [c236]Keith Henderson, Brian Gallagher, Lei Li, Leman Akoglu, Tina Eliassi-Rad, Hanghang Tong, Christos Faloutsos: It's who you know: graph mining using recursive structural features. KDD 2011: 663-671
- [c235]Robson Leonardo Ferreira Cordeiro, Caetano Traina Jr., Agma Juci Machado Traina, Julio López, U. Kang, Christos Faloutsos: Clustering very large multi-dimensional datasets with MapReduce. KDD 2011: 690-698
- [c234]Duen Horng Chau, Aniket Kittur, Jason I. Hong, Christos Faloutsos: Apolo: interactive large graph sensemaking by combining machine learning and visualization. KDD 2011: 739-742
- [c233]U. Kang, Hanghang Tong, Jimeng Sun, Ching-Yung Lin, Christos Faloutsos: GBASE: a scalable and general graph management system. KDD 2011: 1091-1099
- [c232]Lei Li, Chieh-Jan Mike Liang, Jie Liu, Suman Nath, Andreas Terzis, Christos Faloutsos: ThermoCast: a cyber-physical forecasting model for datacenters. KDD 2011: 1370-1378
- [c231]Nicholas Valler, B. Aditya Prakash, Hanghang Tong, Michalis Faloutsos, Christos Faloutsos: Epidemic Spread in Mobile Ad Hoc Networks: Determining the Tipping Point. Networking (1) 2011: 266-280
- [c230]U. Kang, Brendan Meeder, Christos Faloutsos: Spectral Analysis for Billion-Scale Graphs: Discoveries and Implementation. PAKDD (2) 2011: 13-25
- [c229]Danai Koutra, Tai-You Ke, U. Kang, Duen Horng Chau, Hsing-Kuo Kenneth Pao, Christos Faloutsos: Unifying Guilt-by-Association Approaches: Theorems and Fast Algorithms. ECML/PKDD (2) 2011: 245-260
- [c228]Duen Horng Chau, Carey Nachenberg, Jeffrey Wilhelm, Adam Wright, Christos Faloutsos: Large Scale Graph Mining and Inference for Malware Detection. SDM 2011: 131-142
- [c227]Yasushi Sakurai, Lei Li, Yasuko Matsubara, Christos Faloutsos: WindMine: Fast and Effective Mining of Web-click Sequences. SDM 2011: 759-770
- [c226]Pedro Olmo S. Vaz de Melo, Christos Faloutsos, Antonio Alfredo Ferreira Loureiro: Human Dynamics in Large Communication Networks. SDM 2011: 968-879
- [c225]Sang-Wook Kim, Christos Faloutsos, Jiwoon Ha: BlogCast effect on information diffusion in a blogosphere. SIGIR 2011: 1149-1150
- [c224]Didi Surian, Nian Liu, David Lo, Hanghang Tong, Ee-Peng Lim, Christos Faloutsos: Recommending People in Developers' Collaboration Network. WCRE 2011: 379-388
- [c223]
- [p8]Ana Paula Appel, Christos Faloutsos, Caetano Traina Jr.: Graph Mining Techniques: Focusing on discriminating between real and synthetic graphs. Graph Data Management 2011: 239-259
- [p7]Mary McGlohon, Leman Akoglu, Christos Faloutsos: Statistical Properties of Social Networks. Social Network Data Analytics 2011: 17-42
- [i1]Min-Hee Jang, Sang-Wook Kim, Christos Faloutsos, Sunju Park: A Linear-Time Approximation of the Earth Mover's Distance. CoRR abs/1106.1521 (2011)
- 2010
- [j84]Kriti Puniyani, Christos Faloutsos, Eric P. Xing: SPEX2: automated concise extraction of spatial gene expression patterns from Fly embryo ISH images. Bioinformatics [ISMB] 26(12): 47-56 (2010)
- [j83]Lei Li, Bin Fu, Christos Faloutsos: Efficient Parallel Learning of Hidden Markov Chain Models on SMPs. IEICE Transactions 93-D(6): 1330-1342 (2010)
- [j82]Qiang Wang, Vasileios Megalooikonomou, Christos Faloutsos: Time series analysis with multiple resolutions. Inf. Syst. 35(1): 56-74 (2010)
- [j81]Caetano Traina Jr., Agma J. M. Traina, Leejay Wu, Christos Faloutsos: Fast feature selection using fractal dimension. JIDM 1(1): 3-16 (2010)
- [j80]Caetano Traina Jr., Agma J. M. Traina, Christos Faloutsos: Fast Feature Selection using Fractal Dimension - Ten Years Later. JIDM 1(1): 17-20 (2010)
- [j79]Jure Leskovec, Deepayan Chakrabarti, Jon M. Kleinberg, Christos Faloutsos, Zoubin Ghahramani: Kronecker Graphs: An Approach to Modeling Networks. Journal of Machine Learning Research 11: 985-1042 (2010)
- [j78]Lei Li, B. Aditya Prakash, Christos Faloutsos: Parsimonious Linear Fingerprinting for Time Series. PVLDB 3(1): 385-396 (2010)
- [j77]
- [j76]Yasushi Sakurai, Christos Faloutsos, Spiros Papadimitriou: Fast Discovery of Group Lag Correlations in Streams. TKDD 5(1): 5 (2010)
- [c222]John Chien-Han Tseng, Hsing-Kuo Kenneth Pao, Christos Faloutsos: The Typhoon Track Classification using Tri-plots and Markov Chain. KDIR 2010: 364-369
- [c221]
- [c220]Robson Leonardo Ferreira Cordeiro, Agma J. M. Traina, Christos Faloutsos, Caetano Traina Jr.: Finding Clusters in subspaces of very large, multi-dimensional datasets. ICDE 2010: 625-636
- [c219]
- [c218]Robson Leonardo Ferreira Cordeiro, Fan Guo, Donna S. Haverkamp, James H. Horne, Ellen K. Hughes, Gunhee Kim, Agma J. M. Traina, Caetano Traina Jr., Christos Faloutsos: QMAS: Querying, Mining and Summarization of Multi-modal Databases. ICDM 2010: 785-790
- [c217]U. Kang, Mary McGlohon, Leman Akoglu, Christos Faloutsos: Patterns on the Connected Components of Terabyte-Scale Graphs. ICDM 2010: 875-880
- [c216]Hanghang Tong, B. Aditya Prakash, Charalampos E. Tsourakakis, Tina Eliassi-Rad, Christos Faloutsos, Duen Horng Chau: On the Vulnerability of Large Graphs. ICDM 2010: 1091-1096
- [c215]Leman Akoglu, Christos Faloutsos: ValuePick: Towards a Value-Oriented Dual-Goal Recommender System. ICDM Workshops 2010: 1151-1158
- [c214]Koji Maruhashi, Christos Faloutsos: EigenDiagnostics: Spotting Connection Patterns and Outliers in Large Graphs. ICDM Workshops 2010: 1328-1337
- [c213]Michael Barnathan, Vasileios Megalooikonomou, Christos Faloutsos, Feroze B. Mohamed, Scott Faro: High-order concept discovery in functional brain imaging. ISBI 2010: 664-667
- [c212]Keith Henderson, Tina Eliassi-Rad, Christos Faloutsos, Leman Akoglu, Lei Li, Koji Maruhashi, B. Aditya Prakash, Hanghang Tong: Metric forensics: a multi-level approach for mining volatile graphs. KDD 2010: 163-172
- [c211]Michael Barnathan, Vasileios Megalooikonomou, Christos Faloutsos, Feroze B. Mohamed, Scott Faro: TWave: High-Order Analysis of Spatiotemporal Data. PAKDD (1) 2010: 246-253
- [c210]Leman Akoglu, Mary McGlohon, Christos Faloutsos: oddball: Spotting Anomalies in Weighted Graphs. PAKDD (2) 2010: 410-421
- [c209]B. Aditya Prakash, Ashwin Sridharan, Mukund Seshadri, Sridhar Machiraju, Christos Faloutsos: EigenSpokes: Surprising Patterns and Scalable Community Chipping in Large Graphs. PAKDD (2) 2010: 435-448
- [c208]Hanghang Tong, Spiros Papadimitriou, Christos Faloutsos, Philip S. Yu, Tina Eliassi-Rad: BASSET: Scalable Gateway Finder in Large Graphs. PAKDD (2) 2010: 449-463
- [c207]Christos Faloutsos: Mining Billion-Node Graphs: Patterns, Generators and Tools. ECML/PKDD (1) 2010: 1
- [c206]Ching-Hao Mao, Hsing-Kuo Pao, Christos Faloutsos, Hahn-Ming Lee: SBAD: Sequence Based Attack Detection via Sequence Comparison. PSDML 2010: 78-91
- [c205]B. Aditya Prakash, Hanghang Tong, Nicholas Valler, Michalis Faloutsos, Christos Faloutsos: Virus Propagation on Time-Varying Networks: Theory and Immunization Algorithms. ECML/PKDD (3) 2010: 99-114
- [c204]Pedro O. S. Vaz de Melo, Leman Akoglu, Christos Faloutsos, Antonio Alfredo Ferreira Loureiro: Surprising Patterns for the Call Duration Distribution of Mobile Phone Users. ECML/PKDD (3) 2010: 354-369
- [c203]Nan Du, Hao Wang, Christos Faloutsos: Analysis of Large Multi-modal Social Networks: Patterns and a Generator. ECML/PKDD (1) 2010: 393-408
- [c202]Lei Li, James McCann, Nancy S. Pollard, Christos Faloutsos: BoLeRO: A Principled Technique for Including Bone Length Constraints in Motion Capture Occlusion Filling. Symposium on Computer Animation 2010: 179-188
- [c201]U. Kang, Charalampos E. Tsourakakis, Ana Paula Appel, Christos Faloutsos, Jure Leskovec: Radius Plots for Mining Tera-byte Scale Graphs: Algorithms, Patterns, and Observations. SDM 2010: 548-558
- [c200]Keith Henderson, Tina Eliassi-Rad, Spiros Papadimitriou, Christos Faloutsos: HCDF: A Hybrid Community Discovery Framework. SDM 2010: 754-765
- [p6]Deepayan Chakrabarti, Christos Faloutsos, Mary McGlohon: Graph Mining: Laws and Generators. Managing and Mining Graph Data 2010: 69-123
2000 – 2009
- 2009
- [j75]Leman Akoglu, Christos Faloutsos: RTG: a recursive realistic graph generator using random typing. Data Min. Knowl. Discov. 19(2): 194-209 (2009)
- [c199]Charalampos E. Tsourakakis, Petros Drineas, Eirinaios Michelakis, Ioannis Koutis, Christos Faloutsos: Spectral Counting of Triangles in Power-Law Networks via Element-Wise Sparsification. ASONAM 2009: 66-71
- [c198]Duen Horng Chau, Aniket Kittur, Christos Faloutsos, Jason I. Hong: SHIFTR: a user-directed, link-based system for ad hoc sensemaking of large heterogeneous data collections. CHI Extended Abstracts 2009: 3535-3536
- [c197]Hanghang Tong, Huiming Qu, Hani Jamjoom, Christos Faloutsos: iPoG: fast interactive proximity querying on graphs. CIKM 2009: 1673-1676
- [c196]
- [c195]U. Kang, Charalampos E. Tsourakakis, Christos Faloutsos: PEGASUS: A Peta-Scale Graph Mining System. ICDM 2009: 229-238
- [c194]B. Aditya Prakash, Mukund Seshadri, Ashwin Sridharan, Sridhar Machiraju, Christos Faloutsos: EigenSpokes: Surprising Patterns and Scalable Community Chipping in Large Graphs. ICDM Workshops 2009: 290-295
- [c193]Michaela Goetz, Jure Leskovec, Mary McGlohon, Christos Faloutsos: Modeling Blog Dynamics. ICWSM 2009
- [c192]Nan Du, Christos Faloutsos, Bai Wang, Leman Akoglu: Large human communication networks: patterns and a utility-driven generator. KDD 2009: 269-278
- [c191]Lei Li, James McCann, Nancy S. Pollard, Christos Faloutsos: DynaMMo: mining and summarization of coevolving sequences with missing values. KDD 2009: 507-516
- [c190]
- [c189]Kensuke Onuma, Hanghang Tong, Christos Faloutsos: TANGENT: a novel, 'Surprise me', recommendation algorithm. KDD 2009: 657-666
- [c188]Charalampos E. Tsourakakis, U. Kang, Gary L. Miller, Christos Faloutsos: DOULION: counting triangles in massive graphs with a coin. KDD 2009: 837-846
- [c187]Mary McGlohon, Stephen Bay, Markus G. Anderle, David M. Steier, Christos Faloutsos: SNARE: a link analytic system for graph labeling and risk detection. KDD 2009: 1265-1274
- [c186]B. Aditya Prakash, Nicholas Valler, David Andersen, Michalis Faloutsos, Christos Faloutsos: BGP-lens: patterns and anomalies in internet routing updates. KDD 2009: 1315-1324
- [c185]Leman Akoglu, Christos Faloutsos: RTG: A Recursive Realistic Graph Generator Using Random Typing. ECML/PKDD (1) 2009: 13-28
- [c184]Ana Paula Appel, Deepayan Chakrabarti, Christos Faloutsos, Ravi Kumar, Jure Leskovec, Andrew Tomkins: ShatterPlots: Fast Tools for Mining Large Graphs. SDM 2009: 802-813
- [c183]Fan Guo, Chao Liu, Anitha Kannan, Tom Minka, Michael J. Taylor, Yi Min Wang, Christos Faloutsos: Click chain model in web search. WWW 2009: 11-20
- [p5]Dimitris Margaritis, Christos Faloutsos, Sebastian Thrun: NetCube. Database Technologies: Concepts, Methodologies, Tools, and Applications 2009: 2011-2036
- [r1]Hanghang Tong, Yehuda Koren, Christos Faloutsos: Direction-Aware Proximity on Graphs. Encyclopedia of Data Warehousing and Mining 2009: 646-653
- 2008
- [j74]Jimeng Sun, Charalampos E. Tsourakakis, Evan Hoke, Christos Faloutsos, Tina Eliassi-Rad: Two heads better than one: pattern discovery in time-evolving multi-aspect data. Data Min. Knowl. Discov. 17(1): 111-128 (2008)
- [j73]Hanghang Tong, Christos Faloutsos, Jia-Yu Pan: Random walk with restart: fast solutions and applications. Knowl. Inf. Syst. 14(3): 327-346 (2008)
- [j72]Fan Guo, Lei Li, Christos Faloutsos, Eric P. Xing: C-DEM: a multi-modal query system for Drosophila Embryo databases. PVLDB 1(2): 1508-1511 (2008)
- [j71]Jimeng Sun, Yinglian Xie, Hui Zhang, Christos Faloutsos: Less is More: Sparse Graph Mining with Compact Matrix Decomposition. Statistical Analysis and Data Mining 1(1): 6-22 (2008)
- [j70]Hanghang Tong, Spiros Papadimitriou, Philip S. Yu, Christos Faloutsos: Fast Monitoring Proximity and Centrality on Time-evolving Bipartite Graphs. Statistical Analysis and Data Mining 1(3): 142-156 (2008)
- [j69]Dacheng Tao, Mingli Song, Xuelong Li, Jialie Shen, Jimeng Sun, Xindong Wu, Christos Faloutsos, Stephen J. Maybank: Bayesian Tensor Approach for 3-D Face Modeling. IEEE Trans. Circuits Syst. Video Techn. 18(10): 1397-1410 (2008)
- [j68]Deepayan Chakrabarti, Yang Wang, Chenxi Wang, Jure Leskovec, Christos Faloutsos: Epidemic thresholds in real networks. ACM Trans. Inf. Syst. Secur. 10(4) (2008)
- [j67]Jimeng Sun, Dacheng Tao, Spiros Papadimitriou, Philip S. Yu, Christos Faloutsos: Incremental tensor analysis: Theory and applications. TKDD 2(3) (2008)
- [c182]
- [c181]Humberto Luiz Razente, Maria Camila Nardini Barioni, Agma J. M. Traina, Christos Faloutsos, Caetano Traina Jr.: A novel optimization approach to efficiently process aggregate similarity queries in metric access methods. CIKM 2008: 193-202
- [c180]Hanghang Tong, Yasushi Sakurai, Tina Eliassi-Rad, Christos Faloutsos: Fast mining of complex time-stamped events. CIKM 2008: 759-768
- [c179]Gunhee Kim, Christos Faloutsos, Martial Hebert: Unsupervised modeling of object categories using link analysis techniques. CVPR 2008
- [c178]John D. Strunk, Eno Thereska, Christos Faloutsos, Gregory R. Ganger: Using Utility to Provision Storage Systems. FAST 2008: 313-328
- [c177]Bin Zhang, Yi Zhou, Christos Faloutsos: Toward a Comprehensive Model in Internet Auction Fraud Detection. HICSS 2008: 79
- [c176]
- [c175]Jure Ferlez, Christos Faloutsos, Jure Leskovec, Dunja Mladenic, Marko Grobelnik: Monitoring Network Evolution using MDL. ICDE 2008: 1328-1330
- [c174]Leman Akoglu, Mary McGlohon, Christos Faloutsos: RTM: Laws and a Recursive Generator for Weighted Time-Evolving Graphs. ICDM 2008: 701-706
- [c173]Duen Horng Chau, Christos Faloutsos, Hanghang Tong, Jason I. Hong, Brian Gallagher, Tina Eliassi-Rad: GRAPHITE: A Visual Query System for Large Graphs. ICDM Workshops 2008: 963-966
- [c172]Dacheng Tao, Jimeng Sun, Jialie Shen, Xindong Wu, Xuelong Li, Stephen J. Maybank, Christos Faloutsos: Bayesian tensor analysis. IJCNN 2008: 1402-1409
- [c171]Christos Faloutsos: Graph mining: laws, generators and tools. Internet Measurement Comference 2008: 1
- [c170]Yanjun Qi, Fernanda Balem, Christos Faloutsos, Judith Klein-Seetharaman, Ziv Bar-Joseph: Protein complex identification by supervised graph local clustering. ISMB 2008: 250-268
- [c169]Brian Gallagher, Hanghang Tong, Tina Eliassi-Rad, Christos Faloutsos: Using ghost edges for classification in sparsely labeled networks. KDD 2008: 256-264
- [c168]Lei Li, Wenjie Fu, Fan Guo, Todd C. Mowry, Christos Faloutsos: Cut-and-stitch: efficient parallel learning of linear dynamical systems on smps. KDD 2008: 471-479
- [c167]Mary McGlohon, Leman Akoglu, Christos Faloutsos: Weighted graphs and disconnected components: patterns and a generator. KDD 2008: 524-532
- [c166]Mukund Seshadri, Sridhar Machiraju, Ashwin Sridharan, Jean Bolot, Christos Faloutsos, Jure Leskovec: Mobile call graphs: beyond power-law and lognormal distributions. KDD 2008: 596-604
- [c165]Hanghang Tong, Spiros Papadimitriou, Jimeng Sun, Philip S. Yu, Christos Faloutsos: Colibri: fast mining of large static and dynamic graphs. KDD 2008: 686-694
- [c164]Ravi Kumar, Alexander Tuzhilin, Christos Faloutsos, David Jensen, Gueorgi Kossinets, Jure Leskovec, Andrew Tomkins: Social networks: looking ahead. KDD 2008: 1060
- [c163]Gunhee Kim, Christos Faloutsos, Martial Hebert: Unsupervised modeling and recognition of object categories with combination of visual contents and geometric similarity links. Multimedia Information Retrieval 2008: 419-426
- [c162]
- [c161]Jimeng Sun, Charalampos E. Tsourakakis, Evan Hoke, Christos Faloutsos, Tina Eliassi-Rad: Two Heads Better Than One: Pattern Discovery in Time-Evolving Multi-aspect Data. ECML/PKDD (1) 2008: 22
- [c160]Spiros Papadimitriou, Jimeng Sun, Christos Faloutsos, Philip S. Yu: Hierarchical, Parameter-Free Community Discovery. ECML/PKDD (2) 2008: 170-187
- [c159]Zhen Guo, Zhongfei (Mark) Zhang, Eric P. Xing, Christos Faloutsos: Semi-Supervised Learning Based on Semiparametric Regularization. SDM 2008: 132-142
- [c158]Yasushi Sakurai, Rosalynn Chong, Lei Li, Christos Faloutsos: Efficient Distribution Mining and Classification. SDM 2008: 632-643
- [c157]Hanghang Tong, Spiros Papadimitriou, Philip S. Yu, Christos Faloutsos: Proximity Tracking on Time-Evolving Bipartite Graphs. SDM 2008: 704-715
- [c156]Christian Böhm, Christos Faloutsos, Claudia Plant: Outlier-robust clustering using independent components. SIGMOD Conference 2008: 185-198
- 2007
- [j66]Elaine P. M. de Sousa, Caetano Traina Jr., Agma J. M. Traina, Leejay Wu, Christos Faloutsos: A fast and effective method to find correlations among attributes in databases. Data Min. Knowl. Discov. 14(3): 367-407 (2007)
- [j65]Christos Faloutsos, Vasileios Megalooikonomou: On data mining, compression, and Kolmogorov complexity. Data Min. Knowl. Discov. 15(1): 3-20 (2007)
- [j64]Deepayan Chakrabarti, Christos Faloutsos, Yiping Zhan: Visualization of large networks with min-cut plots, A-plots and R-MAT. Int. J. Hum.-Comput. Stud. 65(5): 434-445 (2007)
- [j63]Jure Leskovec, Jon M. Kleinberg, Christos Faloutsos: Graph evolution: Densification and shrinking diameters. TKDD 1(1) (2007)
- [j62]Christian Böhm, Christos Faloutsos, Jia-Yu Pan, Claudia Plant: RIC: Parameter-free noise-robust clustering. TKDD 1(3) (2007)
- [j61]Caetano Traina Jr., Roberto F. Santos Filho, Agma J. M. Traina, Marcos R. Vieira, Christos Faloutsos: The Omni-family of all-purpose access methods: a simple and effective way to make similarity search more efficient. VLDB J. 16(4): 483-505 (2007)
- [c155]Yasushi Sakurai, Christos Faloutsos, Masashi Yamamuro: Stream Monitoring under the Time Warping Distance. ICDE 2007: 1046-1055
- [c154]Zhen Guo, Zhongfei Zhang, Eric P. Xing, Christos Faloutsos: A Max Margin Framework on Image Annotation and Multimodal Image Retrieval. ICME 2007: 504-507
- [c153]Jure Leskovec, Christos Faloutsos: Scalable modeling of real graphs using Kronecker multiplication. ICML 2007: 497-504
- [c152]Dacheng Tao, Jimeng Sun, Xindong Wu, Xuelong Li, Jialie Shen, Stephen J. Maybank, Christos Faloutsos: Probabilistic Tensor Analysis with Akaike and Bayesian Information Criteria. ICONIP (1) 2007: 791-801
- [c151]Mary McGlohon, Jure Leskovec, Christos Faloutsos, Matthew Hurst, Natalie S. Glance: Finding patterns in blog shapes and blog evolution. ICWSM 2007
- [c150]Deepayan Chakrabarti, Jure Leskovec, Christos Faloutsos, Samuel Madden, Carlos Guestrin, Michalis Faloutsos: Information Survival Threshold in Sensor and P2P Networks. INFOCOM 2007: 1316-1324
- [c149]Zhen Guo, Zhongfei Zhang, Eric P. Xing, Christos Faloutsos: Enhanced max margin learning on multimodal data mining in a multimedia database. KDD 2007: 340-349
- [c148]Jure Leskovec, Andreas Krause, Carlos Guestrin, Christos Faloutsos, Jeanne M. VanBriesen, Natalie S. Glance: Cost-effective outbreak detection in networks. KDD 2007: 420-429
- [c147]Jimeng Sun, Christos Faloutsos, Spiros Papadimitriou, Philip S. Yu: GraphScope: parameter-free mining of large time-evolving graphs. KDD 2007: 687-696
- [c146]Hanghang Tong, Christos Faloutsos, Brian Gallagher, Tina Eliassi-Rad: Fast best-effort pattern matching in large attributed graphs. KDD 2007: 737-746
- [c145]Hanghang Tong, Christos Faloutsos, Yehuda Koren: Fast direction-aware proximity for graph mining. KDD 2007: 747-756
- [c144]Jure Leskovec, Mary McGlohon, Christos Faloutsos, Natalie S. Glance, Matthew Hurst: Patterns of Cascading Behavior in Large Blog Graphs. SDM 2007
- [c143]Jimeng Sun, Yinglian Xie, Hui Zhang, Christos Faloutsos: Less is More: Compact Matrix Decomposition for Large Sparse Graphs. SDM 2007
- [c142]Christos Faloutsos, Tamara G. Kolda, Jimeng Sun: Mining large graphs and streams using matrix and tensor tools. SIGMOD Conference 2007: 1174
- [c141]Marcos R. Vieira, Caetano Traina Jr., Agma J. M. Traina, Adriano S. Arantes, Christos Faloutsos: Boosting k-Nearest Neighbor Queries Estimating Suitable Query Radii. SSDBM 2007: 10
- [c140]
- [c139]Shashank Pandit, Duen Horng Chau, Samuel Wang, Christos Faloutsos: Netprobe: a fast and scalable system for fraud detection in online auction networks. WWW 2007: 201-210
- [c138]Duen Horng Chau, Shashank Pandit, Samuel Wang, Christos Faloutsos: Parallel crawling for online social networks. WWW 2007: 1283-1284
- [p4]Spiros Papadimitriou, Jimeng Sun, Christos Faloutsos: Dimensionality Reduction and Forecasting on Streams. Data Streams - Models and Algorithms 2007: 261-288
- [e4]Christopher W. Clifton, Xindong Wu, Christos Faloutsos: TKDE Guidelines for Survey Papers. IEEE Trans. Knowl. Data Eng. 19(11): 1449 (2007)
- 2006
- [j60]Deepayan Chakrabarti, Christos Faloutsos: Graph mining: Laws, generators, and algorithms. ACM Comput. Surv. 38(1) (2006)
- [j59]Yufei Tao, Christos Faloutsos, Dimitris Papadias: Spatial Query Estimation without the Local Uniformity Assumption. GeoInformatica 10(3): 261-293 (2006)
- [j58]Elaine P. M. de Sousa, Agma J. M. Traina, Caetano Traina Jr., Christos Faloutsos: Efficient Discovery of Unusual Patterns in Time Series . New Generation Comput. 25(1): 33-60 (2006)
- [j57]Evan Hoke, Jimeng Sun, John D. Strunk, Gregory R. Ganger, Christos Faloutsos: InteMon: continuous mining of sensor data in large-scale self-infrastructures. Operating Systems Review 40(3): 38-44 (2006)
- [c137]Caetano Traina Jr., Agma J. M. Traina, Marcos R. Vieira, Adriano S. Arantes, Christos Faloutsos: Efficient processing of complex similarity queries in RDBMS through query rewriting. CIKM 2006: 4-13
- [c136]Jimeng Sun, Evan Hoke, John D. Strunk, Gregory R. Ganger, Christos Faloutsos: Intelligent system monitoring on large clusters. DMSN 2006: 47-52
- [c135]Hanghang Tong, Christos Faloutsos, Jia-Yu Pan: Fast Random Walk with Restart and Its Applications. ICDM 2006: 613-622
- [c134]José Fernando Rodrigues Jr., Agma J. M. Traina, Christos Faloutsos, Caetano Traina Jr.: SuperGraph Visualization. ISM 2006: 227-234
- [c133]Christian Böhm, Christos Faloutsos, Jia-Yu Pan, Claudia Plant: Robust information-theoretic clustering. KDD 2006: 65-75
- [c132]Jimeng Sun, Dacheng Tao, Christos Faloutsos: Beyond streams and graphs: dynamic tensor analysis. KDD 2006: 374-383
- [c131]Hanghang Tong, Christos Faloutsos: Center-piece subgraphs: problem definition and fast solutions. KDD 2006: 404-413
- [c130]
- [c129]Jia-Yu Pan, André G. R. Balan, Eric P. Xing, Agma J. M. Traina, Christos Faloutsos: Automatic mining of fruit fly embryo images. KDD 2006: 693-698
- [c128]Jimeng Sun, Spiros Papadimitriou, Christos Faloutsos: Distributed Pattern Discovery in Multiple Streams. PAKDD 2006: 713-718
- [c127]Wenyao Ho, Asim Smailagic, Daniel P. Siewiorek, Christos Faloutsos: An Adaptive Two-Phase Approach to WiFi Location Sensing. PerCom Workshops 2006: 452-456
- [c126]Duen Horng Chau, Shashank Pandit, Christos Faloutsos: Detecting Fraudulent Personalities in Networks of Online Auctioneers. PKDD 2006: 103-114
- [c125]Elaine P. M. de Sousa, Agma J. M. Traina, Caetano Traina Jr., Christos Faloutsos: Evaluating the intrinsic dimension of evolving data streams. SAC 2006: 643-648
- [c124]
- [c123]José Fernando Rodrigues Jr., Hanghang Tong, Agma J. M. Traina, Christos Faloutsos, Jure Leskovec: GMine: A System for Scalable, Interactive Graph Visualization and Mining. VLDB 2006: 1195-1198
- [c122]Evan Hoke, Jimeng Sun, Christos Faloutsos: InteMon: Intelligent System Monitoring on Large Clusters. VLDB 2006: 1239-1242
- 2005
- [j56]Angeline Wong, Leejay Wu, Phillip B. Gibbons, Christos Faloutsos: Fast estimation of fractal dimension and correlation integral on stream data. Inf. Process. Lett. 93(2): 91-97 (2005)
- [j55]Jimeng Sun, Huiming Qu, Deepayan Chakrabarti, Christos Faloutsos: Relevance search and anomaly detection in bipartite graphs. SIGKDD Explorations 7(2): 48-55 (2005)
- [c121]Steven W. Schlosser, Jiri Schindler, Stratos Papadomanolakis, Minglong Shao, Anastassia Ailamaki, Christos Faloutsos, Gregory R. Ganger: On Multidimensional Data and Modern Disks. FAST 2005
- [c120]Yasushi Sakurai, Spiros Papadimitriou, Christos Faloutsos: AutoLag: Automatic Discovery of Lag Correlations in Stream Data. ICDE 2005: 159-160
- [c119]Vasileios Megalooikonomou, Qiang Wang, Guo Li, Christos Faloutsos: A Multiresolution Symbolic Representation of Time Series. ICDE 2005: 668-679
- [c118]Jimeng Sun, Spiros Papadimitriou, Christos Faloutsos: Online Latent Variable Detection in Sensor Networks. ICDE 2005: 1126-1127
- [c117]Arnab Bhattacharya, Vebjorn Ljosa, Jia-Yu Pan, Mark R. Verardo, Hyung-Jeong Yang, Christos Faloutsos, Ambuj K. Singh: ViVo: Visual Vocabulary Construction for Mining Biomedical Images. ICDM 2005: 50-57
- [c116]Spiros Papadimitriou, Aristides Gionis, Panayiotis Tsaparas, Risto A. Väisänen, Heikki Mannila, Christos Faloutsos: Parameter-Free Spatial Data Mining Using MDL. ICDM 2005: 346-353
- [c115]Jimeng Sun, Huiming Qu, Deepayan Chakrabarti, Christos Faloutsos: Neighborhood Formation and Anomaly Detection in Bipartite Graphs. ICDM 2005: 418-425
- [c114]Cui Zhu, Hiroyuki Kitagawa, Christos Faloutsos: Example-Based Robust Outlier Detection in High Dimensional Datasets. ICDM 2005: 829-832
- [c113]Jure Leskovec, Jon M. Kleinberg, Christos Faloutsos: Graphs over time: densification laws, shrinking diameters and possible explanations. KDD 2005: 177-187
- [c112]Jure Leskovec, Deepayan Chakrabarti, Jon M. Kleinberg, Christos Faloutsos: Realistic, Mathematically Tractable Graph Generation and Evolution, Using Kronecker Multiplication. PKDD 2005: 133-145
- [c111]Yasushi Sakurai, Masatoshi Yoshikawa, Christos Faloutsos: FTW: fast similarity search under the time warping distance. PODS 2005: 326-337
- [c110]
- [c109]Yasushi Sakurai, Spiros Papadimitriou, Christos Faloutsos: BRAID: Stream Mining through Group Lag Correlations. SIGMOD Conference 2005: 599-610
- [c108]Robert F. Murphy, Christos Faloutsos: Research issues in protein location image databases. SIGMOD Conference 2005: 966-967
- [c107]Spiros Papadimitriou, Jimeng Sun, Christos Faloutsos: Streaming Pattern Discovery in Multiple Time-Series. VLDB 2005: 697-708
- [c106]Masafumi Hamamoto, Hiroyuki Kitagawa, Jia-Yu Pan, Christos Faloutsos: A Comparative Study of Feature Vector-Based Topic Detection Schemes A Comparative Study of Feature Vector-Based Topic Detection Schemes. WIRI 2005: 122-127
- [e3]Xindong Wu, Christos Faloutsos: Editorial: TKDE Topic Area Revisions. IEEE Trans. Knowl. Data Eng. 17(6): 731-733 (2005)
- 2004
- [j54]Krishna Kumaraswamy, Vasileios Megalooikonomou, Christos Faloutsos: Fractal dimension and vector quantization. Inf. Process. Lett. 91(3): 107-113 (2004)
- [j53]Spiros Papadimitriou, Anthony Brockwell, Christos Faloutsos: Adaptive, unsupervised stream mining. VLDB J. 13(3): 222-239 (2004)
- [c105]Jia-Yu Pan, Hyung-Jeong Yang, Christos Faloutsos, Pinar Duygulu: GCap: Graph-Based Automatic Image Captioning. MDDE 2004
- [c104]Krishna Kumaraswamy, Christos Faloutsos, Guoqiang Shan, Vasileios Megalooikonomou: Relation between Fractal Dimension and Performance of Vector Quantization. Data Compression Conference 2004: 547
- [c103]Jernej Barbic, Alla Safonova, Jia-Yu Pan, Christos Faloutsos, Jessica K. Hodgins, Nancy S. Pollard: Segmenting Motion Capture Data into Distinct Behaviors. Graphics Interface 2004: 185-194
- [c102]Yufei Tao, Dimitris Papadias, Christos Faloutsos: Approximate Temporal Aggregation. ICDE 2004: 190-201
- [c101]Jia-Yu Pan, Hyung-Jeong Yang, Christos Faloutsos: MMSS: Multi-Modal Story-Oriented Video Summarization. ICDM 2004: 491-494
- [c100]Jia-Yu Pan, Hyung-Jeong Yang, Pinar Duygulu, Christos Faloutsos: Automatic image captioning. ICME 2004: 1987-1990
- [c99]Edoardo Airoldi, Christos Faloutsos: Recovering latent time-series from their observed sums: network tomography with particle filters. KDD 2004: 30-39
- [c98]Deepayan Chakrabarti, Spiros Papadimitriou, Dharmendra S. Modha, Christos Faloutsos: Fully automatic cross-associations. KDD 2004: 79-88
- [c97]Christos Faloutsos, Kevin S. McCurley, Andrew Tomkins: Fast discovery of connection subgraphs. KDD 2004: 118-127
- [c96]Jia-Yu Pan, Hyung-Jeong Yang, Christos Faloutsos, Pinar Duygulu: Automatic multimedia cross-modal correlation discovery. KDD 2004: 653-658
- [c95]Mengzhi Wang, Kinman Au, Anastassia Ailamaki, Anthony Brockwell, Christos Faloutsos, Gregory R. Ganger: Storage Device Performance Prediction with CART Models. MASCOTS 2004: 588-595
- [c94]Cui Zhu, Hiroyuki Kitagawa, Spiros Papadimitriou, Christos Faloutsos: OBE: Outlier by Example. PAKDD 2004: 222-234
- [c93]Jia-Yu Pan, Hiroyuki Kitagawa, Christos Faloutsos, Masafumi Hamamoto: AutoSplit: Fast and Scalable Discovery of Hidden Variables in Stream and Multimedia Databases. PAKDD 2004: 519-528
- [c92]Deepayan Chakrabarti, Yiping Zhan, Christos Faloutsos: R-MAT: A Recursive Model for Graph Mining. SDM 2004
- [c91]Orna Raz, Rebecca B. Buchheit, Mary Shaw, Philip Koopman, Christos Faloutsos: Automated Assistance for Eliciting User Expectations. SEKE 2004: 80-85
- [c90]Mengzhi Wang, Kinman Au, Anastassia Ailamaki, Anthony Brockwell, Christos Faloutsos, Gregory R. Ganger: Storage device performance prediction with CART models. SIGMETRICS 2004: 412-413
- [c89]Yufei Tao, Christos Faloutsos, Dimitris Papadias, Bin Liu: Prediction and Indexing of Moving Objects with Unknown Motion Patterns. SIGMOD Conference 2004: 611-622
- [c88]
- [c87]Rakesh Agrawal, Roberto J. Bayardo Jr., Christos Faloutsos, Jerry Kiernan, Ralf Rantzau, Ramakrishnan Srikant: Auditing Compliance with a Hippocratic Database. VLDB 2004: 516-527
- 2003
- [j52]Anastassia Ailamaki, Christos Faloutsos, Paul S. Fischbeck, Mitchell J. Small, Jeanne M. VanBriesen: An environmental sensor network to determine drinking water quality and security. SIGMOD Record 32(4): 47-52 (2003)
- [j51]Georgos Siganos, Michalis Faloutsos, Petros Faloutsos, Christos Faloutsos: Power laws and the AS-level internet topology. IEEE/ACM Trans. Netw. 11(4): 514-524 (2003)
- [c86]Yufei Tao, Christos Faloutsos, Dimitris Papadias: The power-method: a comprehensive estimation technique for multi-dimensional queries. CIKM 2003: 83-90
- [c85]Christos Faloutsos: Next Generation Data Mining Tools: Power Laws and Self-similarity for Graphs, Streams and Traditional Data. ECML 2003: 10-15
- [c84]Spiros Papadimitriou, Hiroyuki Kitagawa, Phillip B. Gibbons, Christos Faloutsos: LOCI: Fast Outlier Detection Using the Local Correlation Integral. ICDE 2003: 315-326
- [c83]Christopher R. Palmer, Christos Faloutsos: Electricity Based External Similarity of Categorical Attributes. PAKDD 2003: 486-500
- [c82]Christos Faloutsos: Next Generation Data Mining Tools: Power Laws and Self-similarity for Graphs, Streams and Traditional Data. PKDD 2003: 10-15
- [c81]Yang Wang, Deepayan Chakrabarti, Chenxi Wang, Christos Faloutsos: Epidemic Spreading in Real Networks: An Eigenvalue Viewpoint. SRDS 2003: 25-34
- [c80]
- [c79]Spiros Papadimitriou, Anthony Brockwell, Christos Faloutsos: Adaptive, Hands-Off Stream Mining. VLDB 2003: 560-571
- [e2]Lise Getoor, Ted E. Senator, Pedro Domingos, Christos Faloutsos (Eds.): Proceedings of the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 24 - 27, 2003. ACM 2003, ISBN 1-58113-737-0
- 2002
- [j50]Padhraic Smyth, Daryl Pregibon, Christos Faloutsos: Data-driven evolution of data mining algorithms. Commun. ACM 45(8): 33-37 (2002)
- [j49]Costas Georgiadis, Peter Triantafillou, Christos Faloutsos: Fundamentals of Scheduling and Performance of Video Tape Libraries. Multimedia Tools Appl. 18(2): 137-158 (2002)
- [j48]Mengzhi Wang, Anastassia Ailamaki, Christos Faloutsos: Capturing the spatio-temporal behavior of real traffic data. Perform. Eval. 49(1/4): 147-163 (2002)
- [j47]Jafar Adibi, Christos Faloutsos: KDD-2002 Workshop Report Fractals and Self-similarity in Data Mining: Issues and Approaches. SIGKDD Explorations 4(2): 115-117 (2002)
- [j46]Caetano Traina Jr., Agma J. M. Traina, Christos Faloutsos, Bernhard Seeger: Fast Indexing and Visualization of Metric Data Sets using Slim-Trees. IEEE Trans. Knowl. Data Eng. 14(2): 244-260 (2002)
- [j45]Euripides G. M. Petrakis, Christos Faloutsos, King-Ip Lin: ImageMap: An Image Indexing Method Based on Spatial Similarity. IEEE Trans. Knowl. Data Eng. 14(5): 979-987 (2002)
- [c78]Deepayan Chakrabarti, Christos Faloutsos: F4: large-scale automated forecasting using fractals. CIKM 2002: 2-9
- [c77]Christos Faloutsos: Future directions in data mining: streams, networks, self-similarity and power laws. CIKM 2002: 93
- [c76]Caetano Traina Jr., Agma J. M. Traina, Roberto F. Santos Filho, Christos Faloutsos: How to improve the pruning ability of dynamic metric access methods. CIKM 2002: 219-226
- [c75]Jia-Yu Pan, Christos Faloutsos: "GeoPlot": spatial data mining on video libraries. CIKM 2002: 405-412
- [c74]Myoung-Ah Kang, Christos Faloutsos, Robert Laurini, Sylvie Servigne: Indexing Values in Continuous Field Databases. EDBT 2002: 197-214
- [c73]Jia-Yu Pan, Srinivasan Seshan, Christos Faloutsos: FastCARS: fast, correlation-aware sampling for network data mining. GLOBECOM 2002: 2155-2159
- [c72]Jia-Yu Pan, Christos Faloutsos: VideoCube: A Novel Tool for Video Mining and Classification. ICADL 2002: 194-205
- [c71]Mengzhi Wang, Ngai Hang Chan, Spiros Papadimitriou, Christos Faloutsos, Tara M. Madhyastha: Data Mining Meets Performance Evaluation: Fast Algorithms for Modeling Bursty Traffic. ICDE 2002: 507-516
- [c70]Maria Camila Nardini Barioni, Elisângela Botelho, Christos Faloutsos, Humberto Luiz Razente, Agma J. M. Traina, Caetano Traina Jr.: Data Visualization in RDBMS. ISDB 2002: 264-269
- [c69]Christopher R. Palmer, Phillip B. Gibbons, Christos Faloutsos: ANF: a fast and scalable tool for data mining in massive graphs. KDD 2002: 81-90
- [c68]
- [c67]
- 2001
- [j44]Erik Riedel, Christos Faloutsos, Garth A. Gibson, David Nagle: Active Disks for Large-Scale Data Processing. IEEE Computer 34(6): 68-74 (2001)
- [j43]Alan L. Montgomery, Christos Faloutsos: Identifying Web Browsing Trends and Patterns. IEEE Computer 34(7): 94-95 (2001)
- [j42]Leejay Wu, Christos Faloutsos, Katia P. Sycara, Terry R. Payne: Multimedia Queries by Example and Relevance Feedback. IEEE Data Eng. Bull. 24(3): 14-21 (2001)
- [j41]Flip Korn, Bernd-Uwe Pagel, Christos Faloutsos: On the 'Dimensionality Curse' and the 'Self-Similarity Blessing'. IEEE Trans. Knowl. Data Eng. 13(1): 96-111 (2001)
- [j40]Bongki Moon, H. V. Jagadish, Christos Faloutsos, Joel H. Saltz: Analysis of the Clustering Properties of the Hilbert Space-Filling Curve. IEEE Trans. Knowl. Data Eng. 13(1): 124-141 (2001)
- [j39]Guido Proietti, Christos Faloutsos: Accurate Modeling of Region Data. IEEE Trans. Knowl. Data Eng. 13(6): 874-883 (2001)
- [c66]Roberto F. Santos Filho, Agma J. M. Traina, Caetano Traina Jr., Christos Faloutsos: Similarity Search without Tears: The OMNI Family of All-purpose Access Methods. ICDE 2001: 623-630
- [c65]Jia-Yu Pan, Christos Faloutsos: VideoGraph: a new tool for video mining and classification. JCDL 2001: 116-117
- [c64]Zhiqiang Bi, Christos Faloutsos, Flip Korn: The "DGX" distribution for mining massive, skewed data. KDD 2001: 17-26
- [c63]Agma J. M. Traina, Caetano Traina Jr., Spiros Papadimitriou, Christos Faloutsos: Tri-plots: scalable tools for multidimensional data mining. KDD 2001: 184-193
- [c62]Dimitris Margaritis, Christos Faloutsos, Sebastian Thrun: NetCube: A Scalable Tool for Fast Data Mining and Compression. VLDB 2001: 311-320
- 2000
- [j38]Kenneth A. Ross, Christos Faloutsos, Alon Y. Levy, Patrick E. O'Neil, Eric Simon, Divesh Srivastava, Victor Vianu, Gerhard Weikum: Reminiscences on Influential Papers. SIGMOD Record 29(1): 52-65 (2000)
- [j37]Guido Proietti, Christos Faloutsos: Analysis of Range Queries and Self-Spatial Join Queries on Real Region Datasets Stored Using an R-Tree. IEEE Trans. Knowl. Data Eng. 12(5): 751-762 (2000)
- [j36]Flip Korn, Alexandros Labrinidis, Yannis Kotidis, Christos Faloutsos: Quantifiable Data Mining Using Ratio Rules. VLDB J. 8(3-4): 254-266 (2000)
- [c61]Caetano Traina Jr., Agma J. M. Traina, Bernhard Seeger, Christos Faloutsos: Slim-Trees: High Performance Metric Trees Minimizing Overlap Between Nodes. EDBT 2000: 51-65
- [c60]Byoung-Kee Yi, Nikolaos Sidiropoulos, Theodore Johnson, H. V. Jagadish, Christos Faloutsos, Alexandros Biliris: Online Data Mining for Co-Evolving Time Sequences. ICDE 2000: 13-22
- [c59]Caetano Traina Jr., Agma J. M. Traina, Christos Faloutsos: Distance Exponent: A New Concept for Selectivity Estimation in Metric Trees. ICDE 2000: 195
- [c58]Bernd-Uwe Pagel, Flip Korn, Christos Faloutsos: Deflating the Dimensionality Curse Using Multiple Fractal Dimensions. ICDE 2000: 589-598
- [c57]Caetano Traina Jr., Agma J. M. Traina, Leejay Wu, Christos Faloutsos: Fast Feature Selection Using Fractal Dimension. SBBD 2000: 158-171
- [c56]Erik Riedel, Christos Faloutsos, Gregory R. Ganger, David Nagle: Data Mining on an OLTP System (Nearly) for Free. SIGMOD Conference 2000: 13-21
- [c55]Christopher R. Palmer, Christos Faloutsos: Density Biased Sampling: An Improved Method for Data Mining and Clustering. SIGMOD Conference 2000: 82-92
- [c54]Christos Faloutsos, Bernhard Seeger, Agma J. M. Traina, Caetano Traina Jr.: Spatial Join Selectivity Using Power Laws. SIGMOD Conference 2000: 177-188
- [c53]
- [c52]Leejay Wu, Christos Faloutsos, Katia P. Sycara, Terry R. Payne: FALCON: Feedback Adaptive Loop for Content-Based Retrieval. VLDB 2000: 297-306
- [c51]Byoung-Kee Yi, Christos Faloutsos: Fast Time Sequence Indexing for Arbitrary Lp Norms. VLDB 2000: 385-394
1990 – 1999
- 1999
- [j35]Sebastian Thrun, Christos Faloutsos, Tom M. Mitchell, Larry A. Wasserman: Automated Learning and Discovery State-of-the-Art and Research Topics in a Rapidly Growing Field. AI Magazine 20(3): 78-82 (1999)
- [c50]Guido Proietti, Christos Faloutsos: I/O Complexity for Range Queries on Region Data Stored Using an R-tree. ICDE 1999: 628-635
- [c49]Tara M. Madhyastha, Garth A. Gibson, Christos Faloutsos: Informed Prefetching of Collective Input/Output Requests. SC 1999: 13
- [c48]Michalis Faloutsos, Petros Faloutsos, Christos Faloutsos: On Power-law Relationships of the Internet Topology. SIGCOMM 1999: 251-262
- [e1]Alex Delis, Christos Faloutsos, Shahram Ghandeharizadeh (Eds.): SIGMOD 1999, Proceedings ACM SIGMOD International Conference on Management of Data, June 1-3, 1999, Philadelphia, Pennsylvania, USA. ACM Press 1999, ISBN 1-58113-084-8
- 1998
- [j34]Peter Triantafillou, Christos Faloutsos: Overlay Striping and Optimal Parallel I/O for Modern Applications. Parallel Computing 24(1): 21-43 (1998)
- [j33]Anil Kumar, Vassilis J. Tsotras, Christos Faloutsos: Designing Access Methods for Bitemporal Databases. IEEE Trans. Knowl. Data Eng. 10(1): 1-20 (1998)
- [j32]Flip Korn, Nikolaos Sidiropoulos, Christos Faloutsos, Eliot L. Siegel, Zenon Protopapas: Fast and Effective Retrieval of Medical Tumor Shapes. IEEE Trans. Knowl. Data Eng. 10(6): 889-904 (1998)
- [j31]Alberto Belussi, Christos Faloutsos: Self-Spacial Join Selectivity Estimation Using Fractal Concepts. ACM Trans. Inf. Syst. 16(2): 161-201 (1998)
- [c47]
- [c46]Yihong Gong, Guido Proietti, Christos Faloutsos: Image Indexing and Retrieval Based on Human Perceptual Color Clustering. CVPR 1998: 578-583
- [c45]Byoung-Kee Yi, H. V. Jagadish, Christos Faloutsos: Efficient Retrieval of Similar Time Sequences Under Time Warping. ICDE 1998: 201-208
- [c44]Vikrant Kobla, David S. Doermann, Christos Faloutsos: Developing High-Level Representations of Video Clips using VideoTrails. Storage and Retrieval for Image and Video Databases (SPIE) 1998: 81-92
- [c43]Erik Riedel, Garth A. Gibson, Christos Faloutsos: Active Storage for Large-Scale Data Mining and Multimedia. VLDB 1998: 62-73
- [c42]Yoshiharu Ishikawa, Ravishankar Subramanya, Christos Faloutsos: MindReader: Querying Databases Through Multiple Examples. VLDB 1998: 218-227
- [c41]Flip Korn, Alexandros Labrinidis, Yannis Kotidis, Christos Faloutsos: Ratio Rules: A New Paradigm for Fast, Quantifiable Data Mining. VLDB 1998: 582-593
- 1997
- [b2]Carlo Zaniolo, Stefano Ceri, Christos Faloutsos, Richard T. Snodgrass, V. S. Subrahmanian, Roberto Zicari: Advanced Database Systems. Morgan Kaufmann 1997, ISBN 1-55860-443-X
- [j30]Daniel Barbará, William DuMouchel, Christos Faloutsos, Peter J. Haas, Joseph M. Hellerstein, Yannis E. Ioannidis, H. V. Jagadish, Theodore Johnson, Raymond T. Ng, Viswanath Poosala, Kenneth A. Ross, Kenneth C. Sevcik: The New Jersey Data Reduction Report. IEEE Data Eng. Bull. 20(4): 3-45 (1997)
- [j29]Christos Faloutsos, Ibrahim Kamel: Relaxing the Uniformity and Independence Assumptions Using the Concept of Fractal Dimension. J. Comput. Syst. Sci. 55(2): 229-240 (1997)
- [j28]Christos Faloutsos, H. V. Jagadish, Yannis Manolopoulos: Analysis of the n-Dimensional Quadtree Decomposition for Arbitrary Hyperectangles. IEEE Trans. Knowl. Data Eng. 9(3): 373-383 (1997)
- [j27]Euripides G. M. Petrakis, Christos Faloutsos: Similarity Searching in Medical Image Databases. IEEE Trans. Knowl. Data Eng. 9(3): 435-447 (1997)
- [c40]Vikrant Kobla, David S. Doermann, Christos Faloutsos: VideoTrails: Representing and Visualizing Structure in Video Sequences. ACM Multimedia 1997: 335-346
- [c39]Flip Korn, H. V. Jagadish, Christos Faloutsos: Efficiently Supporting Ad Hoc Queries in Large Datasets of Time Sequences. SIGMOD Conference 1997: 289-300
- [c38]Brent Agnew, Christos Faloutsos, Zhengyu Wang, Donald J. Welch, Xiaogang Xue: Multimedia Indexing over the Web. Storage and Retrieval for Image and Video Databases (SPIE) 1997: 72-83
- [c37]Vikrant Kobla, David S. Doermann, King-Ip Lin, Christos Faloutsos: Compressed-Domain Video Indexing Techniques Using DCT and Motion Vector Information in MPEG Video. Storage and Retrieval for Image and Video Databases (SPIE) 1997: 200-211
- [c36]Timos K. Sellis, Nick Roussopoulos, Christos Faloutsos: Multidimensional Access Methods: Trees Have Grown Everywhere. VLDB 1997: 13-14
- [c35]Christos Faloutsos, H. V. Jagadish, Nikolaos Sidiropoulos: Recovering Information from Summary Data. VLDB 1997: 36-45
- [p3]
- 1996
- [b1]Christos Faloutsos: Searching Multimedia Databases by Content. Advances in Database Systems 3, Kluwer 1996, ISBN 978-0-7923-9777-9, pp. I-XII, 1-155
- [j26]Yannis Manolopoulos, Christos Faloutsos: Experimenting with Pattern-Matching Algorithms. Inf. Sci. 90(1-4): 75-89 (1996)
- [c34]