메뉴 건너뛰기




Volumn 18, Issue 4, 2003, Pages 60-67

Using Reinforcement Learning for Similarity Assessment in Case-Based Systems

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; EXPERT SYSTEMS; FEEDBACK; REINFORCEMENT; WEATHER FORECASTING;

EID: 0141829831     PISSN: 15411672     EISSN: None     Source Type: Journal    
DOI: 10.1109/MIS.2003.1217629     Document Type: Article
Times cited : (32)

References (13)
  • 1
    • 0001448580 scopus 로고    scopus 로고
    • Storing and Indexing Plan Derivations through Explanation-Based Analysis of Retrieval Failures
    • Nov.
    • L. Ihrig and S. Kambhampati, “Storing and Indexing Plan Derivations through Explanation-Based Analysis of Retrieval Failures,” J. Artificial Intelligence Research, vol. 7, Nov. 1997, pp. 161-198.
    • (1997) J. Artificial Intelligence Research , vol.7 , pp. 161-198
    • Ihrig, L.1    Kambhampati, S.2
  • 2
    • 84974334700 scopus 로고    scopus 로고
    • Case-Based Reasoning: A Review
    • I. Watson and F. Marir, “Case-Based Reasoning: A Review,” The Knowledge Eng. Rev., vol. 9, no. 4, pp. 327-354.
    • The Knowledge Eng. Rev. , vol.9 , Issue.4 , pp. 327-354
    • Watson, I.1    Marir, F.2
  • 3
    • 84947703348 scopus 로고
    • Learning a Local Similarity Metric for Case-Based Reasoning
    • Springer-Verlag
    • F. Ricci and P. Avesani, “Learning a Local Similarity Metric for Case-Based Reasoning,” Proc. 1st Int'l Conf. Case-Based Reasoning, Springer-Verlag, 1995, pp. 301-312.
    • (1995) Proc. 1st Int'l Conf. Case-Based Reasoning , pp. 301-312
    • Ricci, F.1    Avesani, P.2
  • 4
    • 0141504005 scopus 로고    scopus 로고
    • Hybrid Approaches for Integrating Neural Networks and Case-Based Reasoning: From Loosely Coupled to Tightly Coupled Models
    • S.K. Pal, T.S. Dillon, and D.S. Yeung, eds., Springer-Verlag
    • M. Malek, “Hybrid Approaches for Integrating Neural Networks and Case-Based Reasoning: From Loosely Coupled to Tightly Coupled Models,” Soft Computing in Case-Based Reasoning, S.K. Pal, T.S. Dillon, and D.S. Yeung, eds., Springer-Verlag, 2001, pp. 73-94.
    • (2001) Soft Computing in Case-Based Reasoning , pp. 73-94
    • Malek, M.1
  • 5
    • 0141504004 scopus 로고    scopus 로고
    • Towards Integration of Memory-Based Learning and Neural Networks
    • S.K. Pal, T.S. Dillon, and D.S. Yeung, eds., Springer-Verlag
    • C.-K. Shin and S.C. Park, “Towards Integration of Memory-Based Learning and Neural Networks,” Soft Computing in Case-Based Reasoning, S.K. Pal, T.S. Dillon, and D.S. Yeung, eds., Springer-Verlag, 2001, pp. 95-114.
    • (2001) Soft Computing in Case-Based Reasoning , pp. 95-114
    • Shin, C.-K.1    Park, S.C.2
  • 6
    • 0031073477 scopus 로고    scopus 로고
    • A Review and Empirical Comparison of Feature Weighting Methods for a Class of Lazy Learning Algorithms
    • Feb.
    • D. Wettschereck, D. Aha, and T. Mohri, “A Review and Empirical Comparison of Feature Weighting Methods for a Class of Lazy Learning Algorithms,” Artificial Intelligence Rev., vol. 11, no. 1-5, Feb. 1997, pp. 237-314.
    • (1997) Artificial Intelligence Rev. , vol.11 , Issue.1-5 , pp. 237-314
    • Wettschereck, D.1    Aha, D.2    Mohri, T.3
  • 7
    • 85008007929 scopus 로고
    • The Application of Case-Based Reasoning to the Tasks of Health-Care Planning
    • Lecture Notes in Artificial Intelligence 837, Springer-Verlag
    • C. Bradburn and J. Zeleznikow, “The Application of Case-Based Reasoning to the Tasks of Health-Care Planning,” Proc. 1st European Workshop Case-Based Reasoning, Lecture Notes in Artificial Intelligence 837, Springer-Verlag, 1993, pp. 365-378.
    • (1993) Proc. 1st European Workshop Case-Based Reasoning , pp. 365-378
    • Bradburn, C.1    Zeleznikow, J.2
  • 9
    • 0028378376 scopus 로고
    • Integrating Consultation and Semi-Automatic Knowledge Acquisition in a Prototype-Based Architecture: Experiences with Dysmorphic Syndromes
    • Feb.
    • L. Gierl and S. Stengel-Rutkowski, “Integrating Consultation and Semi-Automatic Knowledge Acquisition in a Prototype-Based Architecture: Experiences with Dysmorphic Syndromes,” Artificial Intelligence in Medicine, vol. 6, no. 1, Feb. 1994, pp. 29-49.
    • (1994) Artificial Intelligence in Medicine , vol.6 , Issue.1 , pp. 29-49
    • Gierl, L.1    Stengel-Rutkowski, S.2
  • 11
    • 0015667648 scopus 로고
    • Punish/ Reward: Learning with a Critic in Adaptive Threshold Systems
    • Man, and Cybernetics, May
    • B. Widrow, N. Gupta, and S. Maitra, “Punish/ Reward: Learning with a Critic in Adaptive Threshold Systems,” IEEE Trans. Systems, Man, and Cybernetics, vol. 3, no. 5, May 1973, pp. 455-465.
    • (1973) IEEE Trans. Systems , vol.3 , Issue.5 , pp. 455-465
    • Widrow, B.1    Gupta, N.2    Maitra, S.3
  • 12
    • 0003979924 scopus 로고
    • Introduction to the Theory of Neural Computation
    • Addison-Wesley
    • J. Hertz, A. Krogh, and R.G. Palmer, Introduction to the Theory of Neural Computation, Addison-Wesley, 1991.
    • (1991)
    • Hertz, J.1    Krogh, A.2    Palmer, R.G.3
  • 13
    • 0000217085 scopus 로고
    • Tolerating Noisy, Irrelevant, and Novel Attributes in Instance-Based Learning Algorithms
    • D. Aha, “Tolerating Noisy, Irrelevant, and Novel Attributes in Instance-Based Learning Algorithms,” Int'l J. Man-Machine Studies, vol. 36, no. 2, 1992, pp. 267-287.
    • (1992) Int'l J. Man-Machine Studies , vol.36 , Issue.2 , pp. 267-287
    • Aha, D.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.