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Volumn 227, Issue , 2007, Pages 625-632

Bottom-up learning of Markov logic network structure

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; BENCHMARKING; DATA REDUCTION; LEARNING SYSTEMS; REAL TIME SYSTEMS; STATISTICAL METHODS;

EID: 34547988135     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1273496.1273575     Document Type: Conference Paper
Times cited : (120)

References (18)
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    • Bromberg, F., Margaritis, D., & Honavar, V. (2006). Efficient Markov network structure discovery using independence tests. SDM-06.
    • (2006) SDM-06
    • Bromberg, F.1    Margaritis, D.2    Honavar, V.3
  • 3
    • 34547977978 scopus 로고    scopus 로고
    • Getoor, L, & Taskar, B, Eds, to appear, Cambridge, MA: MIT Press
    • Getoor, L., & Taskar, B. (Eds.), (to appear 2007). Statistical relational learning. Cambridge, MA: MIT Press.
    • (2007) Statistical relational learning
  • 4
    • 0003846041 scopus 로고
    • A tutorial on learning Bayesian networks
    • MSR-TR-95-06, Microsoft Research, Redmond, WA
    • Heckerman, D. (1995). A tutorial on learning Bayesian networks (Technical Report MSR-TR-95-06). Microsoft Research, Redmond, WA.
    • (1995) Technical Report
    • Heckerman, D.1
  • 5
    • 84949187512 scopus 로고    scopus 로고
    • Towards combining inductive logic programming with Bayesian networks
    • Kersting, K., & De Raedt, L. (2001). Towards combining inductive logic programming with Bayesian networks. ILP-01.
    • (2001) ILP-01
    • Kersting, K.1    De Raedt, L.2
  • 6
    • 31844432693 scopus 로고    scopus 로고
    • Learning the structure of Markov logic networks
    • Kok, S., & Domingos, P. (2005). Learning the structure of Markov logic networks. ICML-2005.
    • (2005) ICML-2005
    • Kok, S.1    Domingos, P.2
  • 7
    • 33749545442 scopus 로고    scopus 로고
    • The Alchemy system for statistical relational AI
    • Department of Computer Science and. Engineering, University of Washington
    • Kok, S., Singla, P., Richardson, M., & Domingos, P. (2005). The Alchemy system for statistical relational AI (Technical Report). Department of Computer Science and. Engineering, University of Washington. http://www.cs.washington.edu/ai/alchemy.
    • (2005) Technical Report
    • Kok, S.1    Singla, P.2    Richardson, M.3    Domingos, P.4
  • 10
    • 0002304628 scopus 로고
    • Efficient induction of logic programs
    • S. Muggleton Ed, New York: Academic Press
    • Muggleton, S., & Feng, C. (1992). Efficient induction of logic programs. In S. Muggleton (Ed.), Inductive logic programming, 281-297. New York: Academic Press.
    • (1992) Inductive logic programming , pp. 281-297
    • Muggleton, S.1    Feng, C.2
  • 12
    • 34547978156 scopus 로고    scopus 로고
    • Sound and efficient inference with probabilistic and deterministic dependencies
    • Poon, H., & Domingos, P. (2006). Sound and efficient inference with probabilistic and deterministic dependencies. AAAI-2006.
    • (2006) AAAI-2006
    • Poon, H.1    Domingos, P.2
  • 13
    • 0001172265 scopus 로고
    • Learning logical definitions from relations
    • Quinlan, J. R. (1990). Learning logical definitions from relations. Machine Learning, 5, 239-266.
    • (1990) Machine Learning , vol.5 , pp. 239-266
    • Quinlan, J.R.1
  • 14
    • 0342864579 scopus 로고
    • Learning relations by pathfinding
    • Richards, B. L., & Mooney, R. J. (1992). Learning relations by pathfinding. AAAI-92.
    • (1992) AAAI-92
    • Richards, B.L.1    Mooney, R.J.2
  • 17
    • 4444306027 scopus 로고    scopus 로고
    • How to upgrade propositional learners to first order logic: Case study
    • S. Džeroski and N. Lavrač Eds, Berlin: Springer Verlag
    • Van Laer, W., & De Raedt, L. (2001). How to upgrade propositional learners to first order logic: Case study. In S. Džeroski and N. Lavrač (Eds.), Relational data mining, 235-256. Berlin: Springer Verlag.
    • (2001) Relational data mining , pp. 235-256
    • Van Laer, W.1    De Raedt, L.2
  • 18
    • 85027169320 scopus 로고
    • Combining top-down and bottom-up methods in inductive logic programming
    • Zelle, J. M., Mooney, R. J., & Konvisser, J. B. (1994). Combining top-down and bottom-up methods in inductive logic programming. ICML-94.
    • (1994) ICML , vol.94
    • Zelle, J.M.1    Mooney, R.J.2    Konvisser, J.B.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.