U.S. patents available from 1976 to present.
U.S. patent applications available from 2005 to present.

Reasoning method based on similarity of cases

Patent 6782376 Issued on August 24, 2004. Estimated Expiration Date: Icon_subject January 8, 2021. Estimated Expiration Date is calculated based on simple USPTO term provisions. It does not account for terminal disclaimers, term adjustments, failure to pay maintenance fees, or other factors which might affect the term of a patent.

Patent References

Case-based reasoning system
Patent #: 5581664
Issued on: 12/03/1996
Inventor: Allen, et al.

Method and apparatus for applying if-then-else rules to data sets in a relational data base and generating from the results of application of said rules a database of diagnostics linked to said data sets to aid executive analysis of financial data
Patent #: 5701400
Issued on: 12/23/1997
Inventor: Amado

Method and apparatus for automatically constructing a data flow architecture
Patent #: 5950182
Issued on: 09/07/1999
Inventor: Godbole, et al.

Prediction apparatus for predicting based on similar cases and method thereof
Patent #: 6418425
Issued on: 07/09/2002
Inventor: Maeda, et al.

Data display apparatus and method for displaying data mining results as multi-dimensional data
Patent #: 6477538
Issued on: 11/05/2002
Inventor: Yaginuma, et al.

Case-based reasoning system and method with a search engine that compares the input tokens with view tokens for matching cases within view Patent #: 6571251
Issued on: 05/27/2003
Inventor: Koski, et al.

Inventors

Assignee

Application

No. 09755138 filed on 01/08/2001

US Classes:

706/47, Ruled-based reasoning system706/45, KNOWLEDGE PROCESSING SYSTEM706/48Having specific pattern matching or control technique

Examiners

Primary: Starks, Wilbert L. Jr.
Assistant: Booker, Kelvin

Attorney, Agent or Firm

Foreign Patent References

  • 2632117 JP 04/01/1997

International Class

G06F 1700

Abstract

A reasoning method for determining similar cases by executing a case-similarity calculation step and utilizing a distribution of values of fields for calculation of reasoning results of cases having high similarities. Since the similar cases are determined taking a peripheral distribution of a new case into consideration, suitable similar cases can be selected for reasoning even when the case distribution is not uniform.

Other References

  • Khoshgoftarr et al., “Predicting Fault-Prone Modules with Case-Based Reasoning”, Proceedings of the 8th International Symposium on Software Reliability Engineering, Nov. 1997, pp. 27-35.*
  • Nomoto et al., “Similarity Measures Using Fuzzy Thesauri for Case-Based Reasoning”, 1999 IEEE International Conference on Systems, man and Cybernetics, Oct. 1999, vol. 3, pp. 68-72.*
  • Gebhardt et al., “On a Tool for Possibilistic Reasoning in Relational Structures”, Proceedings of the 5th IEEE International Conference on Fuzzy Systems, Sep. 1996, vol. 2, pp. 1471-1475.*
  • Holt et al., “Case-Based Reasoning With Spatial Data”, Proceedings of the 2nd New Zealand International Two-Stream Conference on Artificial Neural Networks and Expert Systems, Nov. 1995, pp. 385-388.*
  • Sudkamp, T., “Similarity as a Foundation for Possibility”, 9th IEEE International Conference on Fuzzy Systems, May 2000, vol. pp. 735-740.*
  • Sun et al., “Intergration of Abductive CBR and Deductive CBR”, 10th IEEE International Conference on Fuzzy Systems, Dec. 2001, vol. 3, pp. 1432-1435.*
  • De et al., “Case-Based Classification Using Fuzziness and Neural Networks”, IEE Colloquium on Knowledge Discovery and Data Mining (Digest No. 1998/310), May 1998, pp. 6/1-6/3.*
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  • Vasudevan et al., “Fuzzy Logic in Case-Based Reasoning”, Proceedings of the 1st Intl Joint Conference of the North American Fuzzy Information Processing Society Biannual Conference, Dec. 1994, pp. 301-302.*
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  • Racine et al., “Maintaining Unstructured Case Bases”, Proceedings of the 2nd Intl Conference on Case-Based Reasoning, 1997 pp. 553-564.*
  • Toward Memory-Based Reasoning, Dec. 1986.
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