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Christos Faloutsos

Papers on DiSC'02


Similarity Search without Tears: The OMNI Family of All-purpose Access Methods

VideoGraph: a new tool for video mining and classification

The "DGX" distribution for mining massive, skewed data

Tri-plots: scalable tools for multidimensional data mining

NetCube: A Scalable Tool for Fast Data Mining and Compression

Publications


Note: Links lead to the DBLP on the Web.

Christos Faloutsos

115 Myoung-Ah Kang , Christos Faloutsos, Robert Laurini , Sylvie Servigne : Indexing Values in Continuous Field Databases. EDBT 2002 : 197-214

114 Mengzhi Wang , Tara M. Madhyastha , Ngai Hang Chan , Spiros Papadimitriou , Christos Faloutsos: Data Mining Meets Performance Evaluation: Fast Algorithms for Modeling Bursty Traffic. ICDE 2002

113 Christos Faloutsos: Sensor Data Mining: Similarity Search and Pattern Analysis. VLDB 2002

112 Costas Georgiadis , Peter Triantafillou , Christos Faloutsos: Fundamentals of Scheduling and Performance of Video Tape Libraries. Multimedia Tools and Applications 18 (2): 137-158 (2002)

111 Caetano Traina Jr. , Agma J. M. Traina , Christos Faloutsos, Bernhard Seeger : Fast Indexing and Visualization of Metric Data Sets using Slim-Trees. TKDE 14 (2): 244-260 (2002)

110 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

109 Jia-Yu Pan , Christos Faloutsos, VideoGraph : a new tool for video mining and classification. JCDL 2001 : 116-117

108 Zhiqiang Bi , Christos Faloutsos, Flip Korn : The "DGX" distribution for mining massive, skewed data. KDD 2001 : 17-26

107 Agma J. M. Traina , Caetano Traina Jr. , Spiros Papadimitriou , Christos Faloutsos: Tri-plots: scalable tools for multidimensional data mining. KDD 2001 : 184-193

106 Dimitris Margaritis , Christos Faloutsos, Sebastian Thrun : NetCube: A Scalable Tool for Fast Data Mining and Compression. VLDB 2001 : 311-320

105 Erik Riedel , Christos Faloutsos, Garth A. Gibson , David Nagle : Active Disks for Large-Scale Data Processing. IEEE Computer 34 (6): 68-74 (2001)

104 Alan L. Montgomery , Christos Faloutsos: Identifying Web Browsing Trends and Patterns. IEEE Computer 34 (7): 94-95 (2001)

103 Leejay Wu , Christos Faloutsos, Katia P. Sycara , Terry R. Payne : Multimedia Queries by Example and Relevance Feedback. IEEE Data Engineering Bulletin 24 (3): 14-21 (2001)

102 Bongki Moon , H. V. Jagadish , Christos Faloutsos, Joel H. Saltz : Analysis of the Clustering Properties of the Hilbert Space-Filling Curve. TKDE 13 (1): 124-141 (2001)

101 Flip Korn , Bernd-Uwe Pagel , Christos Faloutsos: On the 'Dimensionality Curse' and the 'Self-Similarity Blessing'. TKDE 13 (1): 96-111 (2001)

100 Guido Proietti , Christos Faloutsos: Accurate Modeling of Region Data. TKDE 13 (6): 874-883 (2001)

99 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

98 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

97 Caetano Traina Jr. , Agma J. M. Traina , Christos Faloutsos: Distance Exponent: A New Concept for Selectivity Estimation in Metric Trees. ICDE 2000 : 195

96 Bernd-Uwe Pagel , Flip Korn , Christos Faloutsos: Deflating the Dimensionality Curse Using Multiple Fractal Dimensions. ICDE 2000 : 589-598

95 Erik Riedel , Christos Faloutsos, Gregory R. Ganger , David Nagle : Data Mining on an OLTP System (Nearly) for Free. SIGMOD Conference 2000 : 13-21

94 Christos Faloutsos, Bernhard Seeger , Agma J. M. Traina , Caetano Traina Jr. : Spatial Join Selectivity Using Power Laws. SIGMOD Conference 2000 : 177-188

93 Christopher R. Palmer , Christos Faloutsos: Density Biased Sampling: An Improved Method for Data Mining and Clustering. SIGMOD Conference 2000 : 82-92

92 Christos Faloutsos: Searching, Data Mining and Visualization of Multimedia Data. VDB 2000 : 141-

91 Leejay Wu , Christos Faloutsos, Katia P. Sycara , Terry R. Payne : FALCON: Feedback Adaptive Loop for Content-Based Retrieval. VLDB 2000 : 297-306

90 Byoung-Kee Yi , Christos Faloutsos: Fast Time Sequence Indexing for Arbitrary Lp Norms. VLDB 2000 : 385-394

89 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)

88 Guido Proietti , Christos Faloutsos: Analysis of Range Queries and Self-Spatial Join Queries on Real Region Datasets Stored Using an R-Tree. TKDE 12 (5): 751-762 (2000)

87 Flip Korn , Alexandros Labrinidis , Yannis Kotidis , Christos Faloutsos: Quantifiable Data Mining Using Ratio Rules. VLDB Journal 8 (3-4): 254-266 (2000)

86 Alex Delis , Christos Faloutsos, Shahram Ghandeharizadeh : SIGMOD 1999, Proceedings ACM SIGMOD International Conference on Management of Data, June 1-3, 1999, Philadelphia, Pennsylvania, USA. ACM Press 1999

85 Guido Proietti , Christos Faloutsos: I/O Complexity for Range Queries on Region Data Stored Using an R-tree. ICDE 1999 : 628-635

84 Michalis Faloutsos , Petros Faloutsos , Christos Faloutsos: On Power-law Relationships of the Internet Topology. SIGCOMM 1999 : 251-262

83 Guido Proietti , Christos Faloutsos: Selectivity Estimation of Window Queries. CIKM 1998 : 340-347

82 Byoung-Kee Yi , H. V. Jagadish , Christos Faloutsos: Efficient Retrieval of Similar Time Sequences Under Time Warping. ICDE 1998 : 201-208

81 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

80 Yoshiharu Ishikawa , Ravishankar Subramanya , Christos Faloutsos: MindReader: Querying Databases Through Multiple Examples. VLDB 1998 : 218-227

79 Flip Korn , Alexandros Labrinidis , Yannis Kotidis , Christos Faloutsos: Ratio Rules: A New Paradigm for Fast, Quantifiable Data Mining. VLDB 1998 : 582-593

78 Erik Riedel , Garth A. Gibson , Christos Faloutsos: Active Storage for Large-Scale Data Mining and Multimedia. VLDB 1998 : 62-73

77 Peter Triantafillou , Christos Faloutsos: Overlay Striping and Optimal Parallel I/O for Modern Applications. Parallel Computing 24 (1): 21-43 (1998)

76 Anil Kumar , Vassilis J. Tsotras , Christos Faloutsos: Designing Access Methods for Bitemporal Databases. TKDE 10 (1): 1-20 (1998)

75 Flip Korn , Nikolaos Sidiropoulos , Christos Faloutsos, Eliot Siegel , Zenon Protopapas : Fast and Effective Retrieval of Medical Tumor Shapes. TKDE 10 (6): 889-904 (1998)

74 Alberto Belussi , Christos Faloutsos: Self-Spacial Join Selectivity Estimation Using Fractal Concepts. TOIS 16 (2): 161-201 (1998)

73 Carlo Zaniolo , Stefano Ceri , Christos Faloutsos, Richard T. Snodgrass , V. S. Subrahmanian , Roberto Zicari : Advanced Database Systems. Morgan Kaufmann 1997

72 Vikrant Kobla , David S. Doermann , Christos Faloutsos: VideoTrails : Representing and Visualizing Structure in Video Sequences. ACM Multimedia 1997 : 335-346

71 Christos Faloutsos: Indexing of Multimedia Data. Multimedia Databases in Perspective 1997 : 219-245

70 Flip Korn , H. V. Jagadish , Christos Faloutsos: Efficiently Supporting Ad Hoc Queries in Large Datasets of Time Sequences. SIGMOD Conference 1997 : 289-300

69 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

68 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

67 Timos K. Sellis , Nick Roussopoulos , Christos Faloutsos: Multidimensional Access Methods: Trees Have Grown Everywhere. VLDB 1997 : 13-14

66 Christos Faloutsos, H. V. Jagadish , Nikolaos Sidiropoulos : Recovering Information from Summary Data. VLDB 1997 : 36-45

65 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. Data Engineering Bulletin 20 (4): 3-45 (1997)

64 Christos Faloutsos, Ibrahim Kamel : Relaxing the Uniformity and Independence Assumptions Using the Concept of Fractal Dimension. JCSS 55 (2): 229-240 (1997)

63 Christos Faloutsos, H. V. Jagadish , Yannis Manolopoulos : Analysis of the n-Dimensional Quadtree Decomposition for Arbitrary Hyperectangles. TKDE 9 (3): 373-383 (1997)

62 Euripides G. M. Petrakis , Christos Faloutsos: Similarity Searching in Medical Image Databases. TKDE 9 (3): 435-447 (1997)

61 Nick Koudas , Christos Faloutsos, Ibrahim Kamel : Declustering Spatial Databases on a Multi-Computer Architecture. EDBT 1996 : 592-614

60 Manish Arya , William F. Cody , Christos Faloutsos, Joel Richardson , Arthur Toya : Design and Implementation of QBISM, a 3D Medical Image Database System. Multimedia Database System: Issues and Research Direction 1996 : 79-100

59 Flip Korn , Nikolaos Sidiropoulos , Christos Faloutsos, Eliot Siegel , Zenon Protopapas : Fast Nearest Neighbor Search in Medical Image Databases. VLDB 1996 : 215-226

58 Christos Faloutsos, Yossi Matias , Abraham Silberschatz : Modeling Skewed Distribution Using Multifractals and the `80-20' Law. VLDB 1996 : 307-317

57 Christos Faloutsos, Volker Gaede : Analysis of n-Dimensional Quadtrees using the Hausdorff Fractal Dimension. VLDB 1996 : 40-50

56 Yannis Manolopoulos , Christos Faloutsos: Experimenting with Pattern-Matching Algorithms. Information Sciences 90 (1-4): 75-89 (1996)

55 Christos Faloutsos, King-Ip Lin : FastMap: A Fast Algorithm for Indexing, Data-Mining and Visualization of Traditional and Multimedia Datasets. SIGMOD Conference 1995 : 163-174

54 Christos Faloutsos: Indexing Multimedia Databases (Tutorial). SIGMOD Conference 1995 : 467

53 Anil Kumar , Vassilis J. Tsotras , Christos Faloutsos: Access Methods for Bi-Temporal Databases. Temporal Databases 1995 : 235-254

52 Alberto Belussi , Christos Faloutsos: Estimating the Selectivity of Spatial Queries Using the `Correlation' Fractal Dimension. VLDB 1995 : 299-310

51 Christos Faloutsos: Fast Searching by Content in Multimedia Databases. Data Engineering Bulletin 18 (4): 31-40 (1995)

50 Christos Faloutsos, Raymond T. Ng , Timos K. Sellis : Flexible and Adaptable Buffer Management Techniques for Database Management Systems. IEEE Transactions on Computers 44 (4): 546-560 (1995)

49 George Panagopoulos , Christos Faloutsos: Bit-Sliced Signature Files for Very Large Text Databases an a Parallel Machine Architecture. EDBT 1994 : 379-392

48 Manish Arya , William F. Cody , Christos Faloutsos, Joel Richardson , Arthur Toya : QBISM: Extending a DBMS to Support 3D Medical Images. ICDE 1994 : 314-325

47 Christos Faloutsos, Ibrahim Kamel : Beyond Uniformity and Independence: Analysis of R-trees Using the Concept of Fractal Dimension. PODS 1994 : 4-13

46 Christos Faloutsos, M. Ranganathan , Yannis Manolopoulos : Fast Subsequence Matching in Time-Series Databases. SIGMOD Conference 1994 : 419-429

45 Rakesh Agrawal , Michael J. Carey , Christos Faloutsos, Sakti P. Ghosh , Maurice A. W. Houtsma , Tomasz Imielinski , Balakrishna R. Iyer , A. Mahboob , H. Miranda , Ramakrishnan Srikant , Arun N. Swami : Quest: A Project on Database Mining. SIGMOD Conference 1994 : 514

44 Ibrahim Kamel , Christos Faloutsos: Hilbert R-tree: An Improved R-tree using Fractals. VLDB 1994 : 500-509

43 Christos Faloutsos, Ron Barber , Myron Flickner , Jim Hafner , Wayne Niblack , Dragutin Petkovic , William Equitz : Efficient and Effective Querying by Image Content. JIIS 3 (3/4): 231-262 (1994)

42 King-Ip Lin , H. V. Jagadish , Christos Faloutsos: The TV-Tree: An Index Structure for High-Dimensional Data. VLDB Journal 3 (4): 517-542 (1994)

41 Ibrahim Kamel , Christos Faloutsos: On Packing R-trees. CIKM 1993 : 490-499

40 Rakesh Agrawal , Christos Faloutsos, Arun N. Swami : Efficient Similarity Search In Sequence Databases. FODO 1993 : 69-84

39 Christos Faloutsos, Pravin Bhagwat : Declustering Using Fractals. PDIS 1993 : 18-25

38 Wayne Niblack , Ron Barber , William Equitz , Myron Flickner , Eduardo H. Glasman , Dragutin Petkovic , Peter Yanker , Christos Faloutsos, Gabriel Taubin : The QBIC Project: Querying Images by Content, Using Color, Texture, and Shape. Storage and Retrieval for Image and Video Databases (SPIE) 1993 : 173-187

37 Manish Arya , William F. Cody , Christos Faloutsos, Joel Richardson , Arthur Toya : QBISM: A Prototype 3-D Medical Image Database System. Data Engineering Bulletin 16 (1): 38-42 (1993)

36 Christos Faloutsos, Ibrahim Kamel : High Performance R-trees. Data Engineering Bulletin 16 (3): 28-33 (1993)

35 Christos Faloutsos, H. V. Jagadish : Hybrid Index Organizations for Text Databases. EDBT 1992 : 310-327

34 Christos Faloutsos: Signature Files. Information Retrieval: Data Structures & Algorithms 1992 : 44-65

33 Ibrahim Kamel , Christos Faloutsos: Parallel R-trees. SIGMOD Conference 1992 : 195-204

32 Christos Faloutsos, H. V. Jagadish : On B-Tree Indices for Skewed Distributions. VLDB 1992 : 363-374

31 Zheng Lin , Christos Faloutsos: Frame-Sliced Signature Files. TKDE 4 (3): 281-289 (1992)

30 Christos Faloutsos, Yi Rong : DOT: A Spatial Access Method Using Fractals. ICDE 1991 : 152-159

29 Raymond T. Ng , Christos Faloutsos, Timos K. Sellis : Flexible Buffer Allocation Based on Marginal Gains. SIGMOD Conference 1991 : 387-396

28 Christos Faloutsos, Raymond T. Ng , Timos K. Sellis : Predictive Load Control for Flexible Buffer Allocation. VLDB 1991 : 265-274

27 Christos Faloutsos, Dimitris N. Metaxas : Disk Allocation Methods Using Error Correcting Codes. IEEE Transactions on Computers 40 (8): 907-914 (1991)

26 Nick Roussopoulos , Leo Mark , Timos K. Sellis , Christos Faloutsos: An Architecture for High Performance Engineering Information Systems. TSE 17 (1): 22-33 (1991)

25 Yannis Manolopoulos , Christos Faloutsos: Analysis for the End of Block Wasted Space. BIT 30 (4): 620-630 (1990)

24 Christos Faloutsos: Signature-Based Text Retrieval Methods: A Survey. Data Engineering Bulletin 13 (1): 25-32 (1990)

23 Christos Faloutsos, Raymond Lee , Catherine Plaisant , Ben Shneiderman : Incorporating String Search in a Hypertext System: User Interface and Signature File Design Issues. Hypermedia 2 (3): 183-200 (1990)

22 Christos Faloutsos, Shari Roseman : Fractals for Secondary Key Retrieval. PODS 1989 : 247-252

21 Christos Faloutsos, Dimitris N. Metaxas : Declustering Using Error Correcting Codes. PODS 1989 : 253-258

20 Chih-Chen Lin , Leo Mark , Timos K. Sellis , Christos Faloutsos: Performance Issues in the Binary Relationship Model. DKE 4 : 195-221 (1989)

19 Christos Faloutsos, Winston Rego : Tri-cell-a data structure for spatial objects. IS 14 (2): 131-139 (1989)

18 Christos Faloutsos, Raphael Chan : Fast Text Access Methods for Optical and Large Magnetic Disks: Designs and Performance Comparison. VLDB 1988 : 280-293

17 Christos Faloutsos: Signature Files: An Integrated Access Method for Text and Attributes, Sluitable for Optical Disk Storage. BIT 28 (4): 736-754 (1988)

16 Timos K. Sellis , Nick Roussopoulos , Leo Mark , Christos Faloutsos: Expert Database Systems: Efficient Support for Engineering Environments. DKE 3 : 71-85 (1988)

15 Christos Faloutsos: Gray Codes for Partial Match and Range Queries. TSE 14 (10): 1381-1393 (1988)

14 Nick Roussopoulos , Christos Faloutsos, Timos K. Sellis : An Efficient Pictorial Database System for PSQL. TSE 14 (5): 639-650 (1988)

13 Christos Faloutsos, Timos K. Sellis , Nick Roussopoulos : Analysis of Object Oriented Spatial Access Methods. SIGMOD Conference 1987 : 426-439

12 Timos K. Sellis , Nick Roussopoulos , Christos Faloutsos: The R+-Tree: A Dynamic Index for Multi-Dimensional Objects. VLDB 1987 : 507-518

11 Christos Faloutsos, Stavros Christodoulakis : Optimal Signature Extraction and Information Loss. TODS 12 (3): 395-428 (1987)

10 Christos Faloutsos, Stavros Christodoulakis : Description and Performance Analysis of Signature File Methods for Office Filing. TOIS 5 (3): 237-257 (1987)

9 Christos Faloutsos: Multiattribute Hashing Using Gray Codes. SIGMOD Conference 1986 : 227-238

8 Stavros Christodoulakis , Christos Faloutsos: Design and Performance Considerations for an Optical Disk-Based Multimedia Object Server. IEEE Computer 19 (12): 45-56 (1986)

7 Christos Faloutsos: Signature files: Design and Performance Comparison of Some Signature Extraction Methods. SIGMOD Conference 1985 : 63-82

6 Christos Faloutsos, Stavros Christodoulakis : Design of a Signature File Method that Accounts for Non-Uniform Occurrence and Query Frequencies. VLDB 1985 : 165-170

5 Christos Faloutsos: Access Methods for Text. ACM Computing Surveys 17 (1): 49-74 (1985)

4 Christos Faloutsos, Stavros Christodoulakis : Signature Files: An Access Method for Documents and Its Analytical Performance Evaluation. TOIS 2 (4): 267-288 (1984)

3 Stavros Christodoulakis , Christos Faloutsos: Design Considerations for a Message File Server. TSE 10 (2): 201-210 (1984)

2 Dennis Tsichritzis , Stavros Christodoulakis , P. Economopoulos , Christos Faloutsos, A. Lee , D. Lee , J. Vandenbroeck , Carson C. Woo : A Multimedia Office Filing System. VLDB 1983 : 2-7

1 Stavros Christodoulakis , Christos Faloutsos: Performance Considerations in Message Files. Int. CMG Conference 1982 : 262-268




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