The Management of Probabilistic Data.

Daniel Barbará, Hector Garcia-Molina, Daryl Porter: The Management of Probabilistic Data. IEEE Trans. Knowl. Data Eng. 4(5): 487-502(1992)
  author    = {Daniel Barbar{\'a} and
               Hector Garcia-Molina and
               Daryl Porter},
  title     = {The Management of Probabilistic Data},
  journal   = {IEEE Trans. Knowl. Data Eng.},
  volume    = {4},
  number    = {5},
  year      = {1992},
  pages     = {487-502},
  ee        = {db/journals/tkde/BarbaraGP92.html},
  bibsource = {DBLP,}


Copyright © 1992 by The Institute of Electrical and Electronic Engineers, Inc. (IEEE). Abstract used with permission.

Joint ACM SIGMOD / IEEE Computer Society Anthology

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Roger Cavallo, Michael Pittarelli: The Theory of Probabilistic Databases. VLDB 1987: 71-81 BibTeX
E. F. Codd: A Relational Model of Data for Large Shared Data Banks. Commun. ACM 13(6): 377-387(1970) BibTeX
Peter Dadam, Klaus Küspert, F. Andersen, Henk M. Blanken, R. Erbe, Jürgen Günauer, Vincent Y. Lum, Peter Pistor, Georg Walch: A DBMS Prototype to Support Extended NF2 Relations: An Integrated View on Flat Tables and Hierarchies. SIGMOD Conference 1986: 356-367 BibTeX
C. J. Date: An Introduction to Database Systems, Volume I, 4th Edition. Addison-Wesley 1986
Norbert Fuhr: A Probabilistic Framework for Vague Queries and Imprecise Information in Databases. VLDB 1990: 696-707 BibTeX
Erol Gelenbe, Georges Hébrail: A Probability Model of Uncertainty in Data Bases. ICDE 1986: 328-333 BibTeX
Sakti P. Ghosh: Statistical Relational Tables for Statistical Database Management. IEEE Trans. Software Eng. 12(12): 1106-1116(1986) BibTeX
Tomasz Imielinski: Query Processing in Deductive Databases with Incomplete Information. SIGMOD Conference 1986: 268-280 BibTeX
Tomasz Imielinski, Witold Lipski Jr.: Incomplete Information in Relational Databases. J. ACM 31(4): 761-791(1984) BibTeX
Witold Lipski Jr.: On Semantic Issues Connected with Incomplete Information Databases. ACM Trans. Database Syst. 4(3): 262-296(1979) BibTeX
Witold Lipski Jr.: On the Logic of Incomplete Transformation. MFCS 1977: 374-381 BibTeX
Ken-Chih Liu, Rajshekhar Sunderraman: On Representing Indefinite and Maybe Information in Relational Databases. ICDE 1988: 250-257 BibTeX
Haim Mendelson, Aditya N. Saharia: Incomplete Information Costs and Database Design. ACM Trans. Database Syst. 11(2): 159-185(1986) BibTeX
Joan M. Morrissey, C. J. van Rijsbergen: A Formal Treatment of Missing and Imprecise Information. SIGIR 1987: 149-156 BibTeX
Judea Pearl: Fusion, Propagation, and Structuring in Belief Networks. Artif. Intell. 29(3): 241-288(1986) BibTeX
Henri Prade, Claudette Testemale: Generalizing Database Relational Algebra for the Treatment of Incomplete/Uncertain Information and Vague Queries. Inf. Sci. 34(2): 115-143(1984) BibTeX
K. V. S. V. N. Raju, Arun K. Majumdar: Fuzzy Functional Dependencies and Lossless Join Decomposition of Fuzzy Relational Database Systems. ACM Trans. Database Syst. 13(2): 129-166(1988) BibTeX
Raymond Reiter: A sound and sometimes complete query evaluation algorithm for relational databases with null values. J. ACM 33(2): 349-370(1986) BibTeX
Arie Shoshani, Harry K. T. Wong: Statistical and Scientific Database Issues. IEEE Trans. Software Eng. 11(10): 1040-1047(1985) BibTeX
Arie Tzvieli: PL - A Probabilistic Logic. ICDE 1988: 462-469 BibTeX
Jeffrey D. Ullman: Principles of Database and Knowledge-Base Systems, Volume I. Computer Science Press 1988, ISBN 0-7167-8158-1
Contents BibTeX
Yannis Vassiliou: Functional Dependencies and Incomplete Information. VLDB 1980: 260-269 BibTeX
Eugene Wong: A Statistical Approach to Incomplete Information in Database Systems. ACM Trans. Database Syst. 7(3): 470-488(1982) BibTeX
Lotfi A. Zadeh: Fuzzy Sets. Information and Control 8(3): 338-353(1965) BibTeX
Lotfi A. Zadeh: Fuzzy Logic. IEEE Computer 21(4): 83-93(1988) BibTeX

Referenced by

  1. Ashish Mehta, James Geller, Yehoshua Perl, Erich J. Neuhold: The OODB Path-Method Generator (PMG) Using Access Weights and Precomputed Access Relevance. VLDB J. 7(1): 25-47(1998)
  2. Curtis E. Dyreson, Richard T. Snodgrass: Supporting Valid-Time Indeterminacy. ACM Trans. Database Syst. 23(1): 1-57(1998)
  3. William W. Cohen: Integration of Heterogeneous Databases Without Common Domains Using Queries Based on Textual Similarity. SIGMOD Conference 1998: 201-212
  4. Laks V. S. Lakshmanan, Nicola Leone, Robert B. Ross, V. S. Subrahmanian: ProbView: A Flexible Probabilistic Database System. ACM Trans. Database Syst. 22(3): 419-469(1997)
  5. Debabrata Dey, Sumit Sarkar: Extended SQL Support for Uncertain Data. ER 1997: 102-112
  6. Weining Zhang, Elizabeth Laun, Weiyi Meng: A Methodology of Integrating Fuzzy Relational Databases in a Multidatabase System. DASFAA 1997: 401-410
  7. Debabrata Dey, Sumit Sarkar: A Probabilistic Relational Model and Algebra. ACM Trans. Database Syst. 21(3): 339-369(1996)
  8. Ee-Peng Lim, Jaideep Srivastava, Shashi Shekhar: An Evidential Reasoning Approach to Attribute Value Conflict Resolution in Database Integration. IEEE Trans. Knowl. Data Eng. 8(5): 707-723(1996)
  9. Arbee L. P. Chen, Jui-Shang Chiu, Frank Shou-Cheng Tseng: Evaluating Aggregate Operations Over Imprecise Data. IEEE Trans. Knowl. Data Eng. 8(2): 273-284(1996)
  10. Fereidoon Sadri: Information Source Tracking Method: Efficiency Issues. IEEE Trans. Knowl. Data Eng. 7(6): 947-954(1995)
  11. Jui-Shang Chiu, Arbee L. P. Chen: An Exploration of Relationships Among Exclusive Disjunctive Data. IEEE Trans. Knowl. Data Eng. 7(6): 928-940(1995)
  12. Helmut Thöne, Ulrich Güntzer, Werner Kießling: Modeling, Chaining and Fusion of Uncertain Knowledge. DASFAA 1995: 197-205
  13. Thomas Lukasiewicz, Werner Kießling, Gerhard Köstler, Ulrich Güntzer: Taxonomic and Uncertain Integrity Constraints in Object-Oriented Databases - the TOP Approach. CIKM 1995: 241-249
  14. Vangalur S. Alagar, Fereidoon Sadri, Joseph N. Said: Semantics of an Extended Relational Model for Managing Uncertain Information. CIKM 1995: 234-240
  15. Michael Pittarelli: An Algebra for Probabilistic Databases. IEEE Trans. Knowl. Data Eng. 6(2): 293-303(1994)
  16. Ee-Peng Lim, Jaideep Srivastava, Shashi Shekhar: Resolving Attribute Incompatibility in Database Integration: An Evidential Reasoning Approach. ICDE 1994: 154-163
  17. Roger S. Barga, Calton Pu: Accessing Imprecise Data: An Approach Based on Intervals. IEEE Data Eng. Bull. 16(2): 12-15(1993)
  18. Curtis E. Dyreson, Richard T. Snodgrass: Valid-time Indeterminancy. ICDE 1993: 335-343
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