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Volumn 2903, Issue , 2003, Pages 269-281

MML inference of decision graphs with multi-way joins and dynamic attributes

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; DECISION TREES; GRAPHIC METHODS; HEURISTIC ALGORITHMS; REDUNDANCY; SUPERVISED LEARNING; DATA REDUCTION; DECISION THEORY; HEURISTIC METHODS; PROBABILITY;

EID: 7444256160     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-24581-0_23     Document Type: Conference Paper
Times cited : (20)

References (28)
  • 3
    • 22944473495 scopus 로고
    • A decision tree model of bushfire activity
    • Monash University, Clayton, Vic. 3800, Australia
    • D.L. Dowe and N. Krusel. A decision tree model of bushfire activity. In (Technical report 93/190) Dept Computer Science, Monash University, Clayton, Vic. 3800, Australia, 1993.
    • (1993) (Technical Report 93/190) Dept Computer Science
    • Dowe, D.L.1    Krusel, N.2
  • 5
    • 34447464262 scopus 로고
    • Corroboration, Explanation, Evolving Probability, Simplicity, and a Sharpened Razor
    • I.J. Good. Corroboration, Explanation, Evolving Probability, Simplicity, and a Sharpened Razor. British Journal of Philosophy of Science, 19:123–143, 1968.
    • (1968) British Journal of Philosophy of Science , vol.19 , pp. 123-143
    • Good, I.J.1
  • 6
    • 0028565943 scopus 로고
    • Bottom-up induction of oblivious read-once decision graphs: Strengths and limitations
    • Ron Kohavi. Bottom-up induction of oblivious read-once decision graphs: Strengths and limitations. In National Conference on Artificial Intelligence, pages 613–618, 1994.
    • (1994) National Conference on Artificial Intelligence , pp. 613-618
    • Kohavi, R.1
  • 10
    • 84944768602 scopus 로고    scopus 로고
    • PhD thesis, Monash University, Clayton 3800, Australia, Computer Science and Software Engineering
    • Julian R. Neil. MML discovery of Causal Models. PhD thesis, Monash University, Clayton 3800, Australia, Computer Science and Software Engineering, 2001.
    • (2001) MML Discovery of Causal Models
    • Neil, J.R.1
  • 11
    • 0030263540 scopus 로고    scopus 로고
    • Using the minimum description length principle to infer reduced ordered decision graphs
    • Arlindo L. Oliveira and Alberto L. Sangiovanni-Vincentelli. Using the minimum description length principle to infer reduced ordered decision graphs. Machine Learning, 25(1):23–50, 1996.
    • (1996) Machine Learning , vol.25 , Issue.1 , pp. 23-50
    • Oliveira, A.L.1    Sangiovanni-Vincentelli, A.L.2
  • 16
    • 0042346121 scopus 로고    scopus 로고
    • Tree induction for probability-based ranking
    • Sept
    • Foster Provost and Pedro Domingos. Tree induction for probability-based ranking. Machine Learning, 52:199–215, Sept. 2003.
    • (2003) Machine Learning , vol.52 , pp. 199-215
    • Provost, F.1    Domingos, P.2
  • 17
    • 0003500248 scopus 로고
    • Morgan Kaufmann, San Mateo,CA
    • J.R. Quinlan. C4.5: Programs for Machine Learning. Morgan Kaufmann, San Mateo,CA, 1992. The latest version of C5 is available from http://www.rulequest.com.
    • (1992) C4.5: Programs for Machine Learning
    • Quinlan, J.R.1
  • 18
    • 0024627518 scopus 로고
    • Inferring Decision Trees Using the Minimum Description Length Principle
    • J.R. Quinlan and R. Rivest. Inferring Decision Trees Using the Minimum Description Length Principle. Information and Computation, 80:227–248, 1989.
    • (1989) Information and Computation , vol.80 , pp. 227-248
    • Quinlan, J.R.1    Rivest, R.2
  • 19
    • 0018015137 scopus 로고
    • Modeling by shortest data description
    • J.J. Rissanen. Modeling by shortest data description. Automatica, 14:465–471, 1978.
    • (1978) Automatica , vol.14 , pp. 465-471
    • Rissanen, J.J.1
  • 20
    • 84943245572 scopus 로고    scopus 로고
    • MML inference of decision graphs with multi-way joins
    • Springer, Canberra, Australia, 2-6 Dec
    • P.J. Tan and D.L. Dowe. MML inference of decision graphs with multi-way joins. In Proc. 15th Australian Joint Conf. on AI, LNAI 2557 (Springer), pages 131–142, Canberra, Australia, 2-6 Dec. 2002.
    • (2002) Proc. 15Th Australian Joint Conf. On AI , vol.2557 , pp. 131-142
    • Tan, P.J.1    Dowe, D.L.2
  • 22
    • 0000107517 scopus 로고
    • An Information Measure for Classification
    • C.S. Wallace and D.M. Boulton. An Information Measure for Classification. Computer Journal, 11:185–194, 1968.
    • (1968) Computer Journal , vol.11 , pp. 185-194
    • Wallace, C.S.1    Boulton, D.M.2
  • 24
    • 0032684826 scopus 로고    scopus 로고
    • Minimum Message Length and Kolmogorov Complexity. Computer Journal
    • C.S. Wallace and D.L. Dowe. Minimum Message Length and Kolmogorov Complexity. Computer Journal, Special Issue - Kolmogorov Complexity, 42(4):270–283, 1999.
    • (1999) Special Issue - Kolmogorov Complexity , vol.42 , Issue.4 , pp. 270-283
    • Wallace, C.S.1    Dowe, D.L.2
  • 25
    • 0042184023 scopus 로고    scopus 로고
    • MML Clustering of multi-state, Poisson, von Mises circular and Gaussian distributions
    • C.S. Wallace and D.L. Dowe. MML Clustering of multi-state, Poisson, von Mises circular and Gaussian distributions. Statistics and Computing, 10(1):73–83, Jan 2000.
    • (2000) Statistics and Computing , vol.10 Jan , Issue.1 , pp. 73-83
    • Wallace, C.S.1    Dowe, D.L.2
  • 28
    • 11344262990 scopus 로고    scopus 로고
    • Classification based on predictive association rules
    • San Francisco, CA, USA, May
    • Xiaoxin Yin and Jiawei Han. CPAR: Classification based on predictive association rules. In SIAM International Conference on Data MiningSan Francisco, CA, USA, May. 2003.
    • (2003) SIAM International Conference on Data Mining
    • Yin, X.1    Jiawei, H.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.