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Raghu Ramakrishnan

Papers on DiSC'02


Mass collaboration and data mining

Publications


Note: Links lead to the DBLP on the Web.

Raghu Ramakrishnan

125 Venkatesh Ganti , Johannes Gehrke , Raghu Ramakrishnan, Wei-Yin Loh : A Framework for Measuring Differences in Data Characteristics. JCSS 64 (3): 542-578 (2002)

124 Venkatesh Ganti , Johannes Gehrke , Raghu Ramakrishnan: Mining Data Streams under Block Evolution. SIGKDD Explorations 3 (2): 1-10 (2002)

123 Raghu Ramakrishnan: Mass collaboration and data mining. KDD 2001 : 4

122 Venkatesh Ganti , Johannes Gehrke , Raghu Ramakrishnan: DEMON: Mining and Monitoring Evolving Data. TKDE 13 (1): 50-63 (2001)

121 Venkatesh Ganti , Johannes Gehrke , Raghu Ramakrishnan: DEMON: Mining and Monitoring Evolving Data. ICDE 2000 : 439-448

120 Jonathan Goldstein , Raghu Ramakrishnan: Squeezing the Most out of Relational Database Systems. ICDE 2000 : 81

119 Donko Donjerkovic , Yannis E. Ioannidis , Raghu Ramakrishnan: Dynamic Histograms: Capturing Evolving Data Sets. ICDE 2000 : 86

118 Raghu Ramakrishnan: From Browsing to Interacting: DBMS Support for Responive Websites (Abstract). SIGMOD Conference 2000 : 573

117 Venkatesh Ganti , Mong-Li Lee , Raghu Ramakrishnan: ICICLES: Self-Tuning Samples for Approximate Query Answering. VLDB 2000 : 176-187

116 Jonathan Goldstein , Raghu Ramakrishnan: Contrast Plots and P-Sphere Trees: Space vs. Time in Nearest Neighbour Searches. VLDB 2000 : 429-440

115 Johannes Gehrke , Raghu Ramakrishnan, Venkatesh Ganti : RainForest - A Framework for Fast Decision Tree Construction of Large Datasets. Data Mining and Knowledge Discovery 4 (2/3): 127-162 (2000)

114 Raghu Ramakrishnan, V. S. Subrahmanian : Guest Editor's Introduction: Logic-based Heterogeneous Information Systems. JLP 43 (1): 1-2 (2000)

113 Venkatesh Ganti , Raghu Ramakrishnan, Johannes Gehrke , Allison L. Powell , James C. French : Clustering Large Datasets in Arbitrary Metric Spaces. ICDE 1999 : 502-511

112 Kevin S. Beyer , Jonathan Goldstein , Raghu Ramakrishnan, Uri Shaft : When Is ''Nearest Neighbor'' Meaningful? ICDT 1999 : 217-235

111 Tian Zhang , Raghu Ramakrishnan, Miron Livny : Fast Density Estimation Using CF-Kernel for Very Large Databases. KDD 1999 : 312-316

110 Venkatesh Ganti , Johannes Gehrke , Raghu Ramakrishnan: CACTUS - Clustering Categorical Data Using Summaries. KDD 1999 : 73-83

109 Johannes Gehrke , Wie-Yin Loh , Raghu Ramakrishnan: Classification and Regression: Money *can* Grow on Trees. KDD Tutorial Notes 1999 : 1-73

108 Venkatesh Ganti , Johannes Gehrke , Raghu Ramakrishnan: A Framework for Measuring Changes in Data Characteristics. PODS 1999 : 126-137

107 Johannes Gehrke , Venkatesh Ganti , Raghu Ramakrishnan, Wei-Yin Loh : BOAT-Optimistic Decision Tree Construction. SIGMOD Conference 1999 : 169-180

106 Kevin S. Beyer , Raghu Ramakrishnan: Bottom-Up Computation of Sparse and Iceberg CUBEs. SIGMOD Conference 1999 : 359-370

105 Donko Donjerkovic , Raghu Ramakrishnan: Probabilistic Optimization of Top N Queries. VLDB 1999 : 411-422

104 Raghu Ramakrishnan: Review - Magic Sets and Other Strange Ways to Implement Logic Programs. ACM SIGMOD Digital Review 1 : (1999)

103 Venkatesh Ganti , Johannes Gehrke , Raghu Ramakrishnan: Mining Very Large Databases. IEEE Computer 32 (8): 38-45 (1999)

102 Joseph Albert , Yannis E. Ioannidis , Raghu Ramakrishnan: Equivalence of Keyed Relational Schemas by Conjunctive Queries. JCSS 58 (3): 512-534 (1999)

101 Richard T. Snodgrass , Serge Abiteboul , Sophie Cluet , Michael J. Franklin , Guy M. Lohman , David B. Lomet , Gultekin Özsoyoglu , Raghu Ramakrishnan, Kenneth A. Ross , Timos K. Sellis , Patrick Valduriez : Reminiscences on Influential Papers. SIGMOD Record 28 (1): 110-114 (1999)

100 Raghu Ramakrishnan: Database Management Systems. WCB/McGraw-Hill 1998

99 Kevin S. Beyer , Miron Livny , Raghu Ramakrishnan: Protecting the Quality of Service of Existing Information Systems. CoopIS 1998 : 74-85

98 Jonathan Goldstein , Raghu Ramakrishnan, Uri Shaft : Compressing Relations and Indexes. ICDE 1998 : 370-379

97 Raghu Ramakrishnan, Donko Donjerkovic , Arvind Ranganathan , Kevin S. Beyer , Muralidhar Krishnaprasad : SRQL: Sorted Relational Query Language. SSDBM 1998 : 84-95

96 Johannes Gehrke , Raghu Ramakrishnan, Venkatesh Ganti : RainForest - A Framework for Fast Decision Tree Construction of Large Datasets. VLDB 1998 : 416-427

95 François Bry , Raghu Ramakrishnan, Kotagiri Ramamohanaroa : Deductive and Object-Oriented Databases, 5th International Conference, DOOD'97, Montreux, Switzerland, December 8-12, 1997, Proceedings. Springer 1997

94 Jonathan Goldstein , Raghu Ramakrishnan, Uri Shaft , Jie-Bing Yu : Processing Queries By Linear Constraints. PODS 1997 : 257-267

93 Joseph Albert , Yannis E. Ioannidis , Raghu Ramakrishnan: Conjunctive Query Equivalence of Keyed Relational Schemas. PODS 1997 : 44-50

92 Raghu Ramakrishnan: Interactive Information Visualization. SEBD 1997 : 359-360

91 Miron Livny , Raghu Ramakrishnan, Kevin S. Beyer , Guangshun Chen , Donko Donjerkovic , Shilpa Lawande , Jussi Myllymaki , R. Kent Wenger : DEVise: Integrated Querying and Visualization of Large Datasets. SIGMOD Conference 1997 : 301-312

90 Miron Livny , Raghu Ramakrishnan, Kevin S. Beyer , Guangshun Chen , Donko Donjerkovic , Shilpa Lawande , Jussi Myllymaki , R. Kent Wenger : DEVise: Integrated Querying and Visual Exploration of Large Datasets (Demo Abstract). SIGMOD Conference 1997 : 517-520

89 Stefano Ceri , Raghu Ramakrishnan: Rules in Data-Based Systems. The Computer Science and Engineering Handbook 1997 : 1142-1157

88 Praveen Seshadri , Miron Livny , Raghu Ramakrishnan: The Case for Enhanced Abstract Data Types. VLDB 1997 : 66-75

87 Raghu Ramakrishnan: Constraints in Databases. Constraints 2 (1): 93-94 (1997)

86 Raghu Ramakrishnan, Peter J. Stuckey : Introduction to the Special Issue on Constraints and Databases. Constraints 2 (3/4): 243 (1997)

85 Tian Zhang , Raghu Ramakrishnan, Miron Livny : BIRCH: A New Data Clustering Algorithm and Its Applications. Data Mining and Knowledge Discovery 1 (2): 141-182 (1997)

84 Tian Zhang , Raghu Ramakrishnan, Miron Livny : BIRCH: An Efficient Data Clustering Method for Very Large Databases. SIGMOD Conference 1996 : 103-114

83 Praveen Seshadri , Joseph M. Hellerstein , Hamid Pirahesh , T. Y. Cliff Leung , Raghu Ramakrishnan, Divesh Srivastava , Peter J. Stuckey , S. Sudarshan : Cost-Based Optimization for Magic: Algebra and Implementation. SIGMOD Conference 1996 : 435-446

82 Sameet Agarwal , Rakesh Agrawal , Prasad Deshpande , Ashish Gupta , Jeffrey F. Naughton , Raghu Ramakrishnan, Sunita Sarawagi : On the Computation of Multidimensional Aggregates. VLDB 1996 : 506-521

81 Praveen Seshadri , Miron Livny , Raghu Ramakrishnan: The Design and Implementation of a Sequence Database System. VLDB 1996 : 99-110

80 Stefano Ceri , Raghu Ramakrishnan: Rules in Database Systems. ACM Computing Surveys 28 (1): 109-111 (1996)

79 Raghu Ramakrishnan: Constraints in Databases. ACM Computing Surveys 28 (4es): 73 (1996)

78 Raghu Ramakrishnan: Some Promising Directions for Database Research. ACM Computing Surveys 28 (4es): article 86 (1996)

77 Praveen Seshadri , Miron Livny , Raghu Ramakrishnan: E-ADTs: Turbo-Charging Complex Data. Data Engineering Bulletin 19 (4): 11-18 (1996)

76 Uri Shaft , Raghu Ramakrishnan: Data Modeling and Querying in the PIQ Image DBMS. Data Engineering Bulletin 19 (4): 28-36 (1996)

75 Ravi Krishnamurthy , Raghu Ramakrishnan, Oded Shmueli : A Framework for Testing Safety and Effective Computability. JCSS 52 (1): 100-124 (1996)

74 Inderpal Singh Mumick , Sheldon J. Finkelstein , Hamid Pirahesh , Raghu Ramakrishnan: Magic Conditions. TODS 21 (1): 107-155 (1996)

73 Raghu Ramakrishnan: Applications of Logic Databases. Kluwer 1995

72 Praveen Seshadri , Miron Livny , Raghu Ramakrishnan: SEQ: A Model for Sequence Databases. ICDE 1995 : 232-239

71 Raghu Ramakrishnan, Hector Garcia-Molina , Gerhard Rossbach , Abraham Silberschatz , Gio Wiederhold , Jaco Zijlstra : Scientific Journals: Extinction or Explosion? (Panel). VLDB 1995 : 631

70 Raghu Ramakrishnan, Jeffrey D. Ullman : A survey of deductive database systems. JLP 23 (2): 125-149 (1995)

69 Jeffrey F. Naughton , Raghu Ramakrishnan, Yehoshua Sagiv , Jeffrey D. Ullman : Argument Reduction by Factoring. TCS 146 (1&2): 269-310 (1995)

68 Yannis E. Ioannidis , Raghu Ramakrishnan: Containment of Conjunctive Queries: Beyond Relations as Sets. TODS 20 (3): 288-324 (1995)

67 Divesh Srivastava , S. Sudarshan , Raghu Ramakrishnan, Jeffrey F. Naughton : Space Optimization in Deductive Databases. TODS 20 (4): 472-516 (1995)

66 Raghu Ramakrishnan: Sequence Queries and Applications. COMAD 1994 : 0-

65 Renée J. Miller , Yannis E. Ioannidis , Raghu Ramakrishnan: Schema Equivalence in Heterogeneous Systems: Bridging Theory and Practice (Extended Abstract). EDBT 1994 : 73-80

64 Divesh Srivastava , Raghu Ramakrishnan, Peter Z. Revesz : Constraint Objects. PPCP 1994 : 218-228

63 Praveen Seshadri , Miron Livny , Raghu Ramakrishnan: Sequence Query Processing. SIGMOD Conference 1994 : 430-441

62 Shaul Dar , Raghu Ramakrishnan: A Performance Study of Transitive Closure Algorithms. SIGMOD Conference 1994 : 454-465

61 Raghu Ramakrishnan, Kenneth A. Ross , Divesh Srivastava , S. Sudarshan : Efficient Incremental Evaluation of Queries with Aggregation. SLP 1994 : 204-218

60 Raghu Ramakrishnan, Divesh Srivastava : Semantics and Optimization of Constraint Queries in Databases. Data Engineering Bulletin 17 (2): 14-17 (1994)

59 Renée J. Miller , Yannis E. Ioannidis , Raghu Ramakrishnan: Schema equivalence in heterogeneous systems: bridging theory and practice. IS 19 (1): 3-31 (1994)

58 Jeffrey F. Naughton , Raghu Ramakrishnan: How to Forget the Past Without Repeating It. JACM 41 (6): 1151-1177 (1994)

57 Saumya K. Debray , Raghu Ramakrishnan: Abstract Interpretation of Logic Programs using Magic Transformations. JLP 18 (2): 149-176 (1994)

56 Raghu Ramakrishnan, Divesh Srivastava , S. Sudarshan : Rule Ordering in Bottom-Up Fixpoint Evaluation of Logic Programs. TKDE 6 (4): 501-517 (1994)

55 Raghu Ramakrishnan, Divesh Srivastava , S. Sudarshan , Praveen Seshadri : The CORAL Deductive System. VLDB Journal 3 (2): 161-210 (1994)

54 Tarun Arora , Raghu Ramakrishnan, William G. Roth , Praveen Seshadri , Divesh Srivastava : Explaining Program Execution in Deductive Systems. DOOD 1993 : 101-119

53 S. Sudarshan , Raghu Ramakrishnan: Optimizations of Bottom-Up Evaluation with Non-Ground Terms. ILPS 1993 : 557-574

52 S. Sudarshan , Divesh Srivastava , Raghu Ramakrishnan, Catriel Beeri : Extending the Well-Founded and Valid Semantics for Aggregation. ILPS 1993 : 590-608

51 Tarun Arora , Raghu Ramakrishnan, William G. Roth , Praveen Seshadri , Divesh Srivastava : Explaining Program Execution in Deductive Systems. LPE 1993 : 1-7

50 Renée J. Miller , Yannis E. Ioannidis , Raghu Ramakrishnan: Understanding Schemas. RIDE-IMS 1993 : 170-173

49 Raghu Ramakrishnan, Divesh Srivastava , S. Sudarshan , Praveen Seshadri : Implementation of the CORAL Deductive Database System. SIGMOD Conference 1993 : 167-176

48 Raghu Ramakrishnan, William G. Roth , Praveen Seshadri , Divesh Srivastava , S. Sudarshan : The CORAL Deductive Database System. SIGMOD Conference 1993 : 544-545

47 Renée J. Miller , Yannis E. Ioannidis , Raghu Ramakrishnan: The Use of Information Capacity in Schema Integration and Translation. VLDB 1993 : 120-133

46 Divesh Srivastava , Raghu Ramakrishnan, Praveen Seshadri , S. Sudarshan : Coral++: Adding Object-Orientation to a Logic Database Language. VLDB 1993 : 158-170

45 William G. Roth , Raghu Ramakrishnan, Praveen Seshadri : MIMSY: A System for Stock Market Analysis. Workshop on Programming with Logic Databases (Book), ILPS 1993 : 121-142

44 Raghu Ramakrishnan, Praveen Seshadri , Divesh Srivastava , S. Sudarshan : The CORAL Deductive Database System. Workshop on Programming with Logic Databases (Informal Proceedings), ILPS 1993 : 162

43 William G. Roth , Raghu Ramakrishnan, Praveen Seshadri : MIMSY: A System for Analyzing Time Series Data in the Stock Market Domain. Workshop on Programming with Logic Databases (Informal Proceedings), ILPS 1993 : 33-43

42 Raghu Ramakrishnan, Yehoshua Sagiv , Jeffrey D. Ullman , Moshe Y. Vardi : Logical Query Optimization by Proff-Tree Transformation. JCSS 47 (1): 222-248 (1993)

41 Divesh Srivastava , Raghu Ramakrishnan: Pushing Constraint Selections. JLP 16 (3): 361-414 (1993)

40 Yannis E. Ioannidis , Raghu Ramakrishnan, Linda Winger : Transitive Closure Algorithms Based on Graph Traversal. TODS 18 (3): 512-576 (1993)

39 Raghu Ramakrishnan, Divesh Srivastava , S. Sudarshan : Controlling the Search in Bottom-Up Evaluation. JICSLP 1992 : 273-287

38 Divesh Srivastava , Raghu Ramakrishnan: Pushing Constraint Selections. PODS 1992 : 301-315

37 Catriel Beeri , Raghu Ramakrishnan, Divesh Srivastava , S. Sudarshan : The Valid Model Semantics for Logic Programs. PODS 1992 : 91-104

36 Raghu Ramakrishnan, Divesh Srivastava , S. Sudarshan : CORAL - Control, Relations and Logic. VLDB 1992 : 238-250

35 S. Sudarshan , Raghu Ramakrishnan: Optimizations of Bottom-Up Evaluation with Non-Ground Terms (Extended Abstract). Workshop on Deductive Databases, JICSLP 1992 : 136-145

34 Jeffrey F. Naughton , Raghu Ramakrishnan: Bottom-Up Evaluation of Logic Programs. Computational Logic - Essays in Honor of Alan Robinson 1991 : 640-700

33 Raghu Ramakrishnan, S. Sudarshan : Top-Down versus Bottom-Up Revisited. ISLP 1991 : 321-336

32 S. Sudarshan , Divesh Srivastava , Raghu Ramakrishnan, Jeffrey F. Naughton : Space Optimization in the Bottom-Up Evaluation of Logic Programs. SIGMOD Conference 1991 : 68-77

31 S. Sudarshan , Raghu Ramakrishnan: Aggregation and Relevance in Deductive Databases. VLDB 1991 : 501-511

30 Raghu Ramakrishnan: Parallelism in Logic Programs. Annals of Mathematics and Artificial Intelligence 3 (2-4): 295-330 (1991)

29 Catriel Beeri , Raghu Ramakrishnan: On the Power of Magic. JLP 10 (1/2/3&4): 255-299 (1991)

28 Raghu Ramakrishnan: Magic Templates: A Spellbinding Approach To Logic Programs. JLP 11 (3&4): 189-216 (1991)

27 Inderpal Singh Mumick , Sheldon J. Finkelstein , Hamid Pirahesh , Raghu Ramakrishnan: Magic Conditions. PODS 1990 : 314-330

26 Raghu Ramakrishnan: Parallelism in Logic Programs. POPL 1990 : 246-260

25 Inderpal Singh Mumick , Sheldon J. Finkelstein , Hamid Pirahesh , Raghu Ramakrishnan: Magic is Relevant. SIGMOD Conference 1990 : 247-258

24 Inderpal Singh Mumick , Hamid Pirahesh , Raghu Ramakrishnan: The Magic of Duplicates and Aggregates. VLDB 1990 : 264-277

23 Jeffrey F. Naughton , Raghu Ramakrishnan: How to Forget the Past Without Repeating It. VLDB 1990 : 278-289

22 Raghu Ramakrishnan, Divesh Srivastava , S. Sudarshan : Rule Ordering in Bottom-Up Fixpoint Evaluation of Logic Programs. VLDB 1990 : 359-371

21 Raghu Ramakrishnan, Per Bothner , Divesh Srivastava , S. Sudarshan : CORAL - A Database Programming Language. Workshop on Deductive Databases 1990 : 0-

20 Catriel Beeri , Paris C. Kanellakis , François Bancilhon , Raghu Ramakrishnan: Bounds on the Propagation of Selection into Logic Programs. JCSS 41 (2): 157-180 (1990)

19 Michael J. Maher , Raghu Ramakrishnan: Déjà Vu in Fixpoints of Logic Programs. NACLP 1989 : 963-980

18 Raghu Ramakrishnan, Yehoshua Sagiv , Jeffrey D. Ullman , Moshe Y. Vardi : Proof-Tree Transformation Theorems and Their Applications. PODS 1989 : 172-181

17 Jeffrey F. Naughton , Raghu Ramakrishnan, Yehoshua Sagiv , Jeffrey D. Ullman : Efficient Evaluation of Right-, Left-, and Mult-Lineare Rules. SIGMOD Conference 1989 : 235-242

16 Jeffrey F. Naughton , Raghu Ramakrishnan, Yehoshua Sagiv , Jeffrey D. Ullman : Argument Reduction by Factoring. VLDB 1989 : 173-182

15 François Bancilhon , Raghu Ramakrishnan: Performance Evaluation of Data Intensive Logic Programs. Foundations of Deductive Databases and Logic Programming. 1988 : 439-517

14 Raghu Ramakrishnan: Magic Templates: A Spellbinding Approach to Logic Programs. ICLP/SLP 1988 : 140-159

13 Michael Kifer , Raghu Ramakrishnan, Abraham Silberschatz : An Axiomatic Approach to Deciding Query Safety in Deductive Databases. PODS 1988 : 52-60

12 Raghu Ramakrishnan, Catriel Beeri , Ravi Krishnamurthy : Optimizing Existential Datalog Queries. PODS 1988 : 89-102

11 Ravi Krishnamurthy , Raghu Ramakrishnan, Oded Shmueli : A Framework for Testing Safety and Effective Computability of Extended Datalog (Extended Abstract). SIGMOD Conference 1988 : 154-163

10 Yannis E. Ioannidis , Raghu Ramakrishnan: Efficient Transitive Closure Algorithms. VLDB 1988 : 382-394

9 Catriel Beeri , Shamim A. Naqvi , Raghu Ramakrishnan, Oded Shmueli , Shalom Tsur : Sets and Negation in a Logic Database Language (LDL1). PODS 1987 : 21-37

8 Catriel Beeri , Paris C. Kanellakis , François Bancilhon , Raghu Ramakrishnan: Bounds on the Propagation of Selection into Logic Programs. PODS 1987 : 214-226

7 Catriel Beeri , Raghu Ramakrishnan: On the Power of Magic. PODS 1987 : 269-283

6 Raghu Ramakrishnan, François Bancilhon , Abraham Silberschatz : Safety of Recursive Horn Clauses With Infinite Relations. PODS 1987 : 328-339

5 Raghu Ramakrishnan, Abraham Silberschatz : Annotations for Distributed Programming in Logic. POPL 1986 : 255-262

4 François Bancilhon , Raghu Ramakrishnan: An Amateur's Introduction to Recursive Query Processing Strategies. SIGMOD Conference 1986 : 16-52

3 François Bancilhon , Catriel Beeri , Paris C. Kanellakis , Raghu Ramakrishnan: Pushing Selections into Logic Programs. XP1 Workshop on Database Theory 1986

2 Raghu Ramakrishnan, François Bancilhon , Abraham Silberschatz : Safety of Recursive Horn Clauses With Function Symbols. XP1 Workshop on Database Theory 1986

1 Raghu Ramakrishnan, Abraham Silberschatz : The MR Diagram - A Model for Conceptual Database Design. VLDB 1985 : 376-393




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