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| topics: |
BN | LGM | RPM | TPM |
|---|
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1999
|
| C |
N. Friedman, L. Getoor, D. Koller, and A. Pfeffer (1999). "Learning probabilistic relational models." Proceedings of the Sixteenth International Joint Conference on Artificial Intelligence (IJCAI-99) (pp. 1300-1309).
| bib/abs
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| topics: |
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LGM |
RPM |
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| C |
A. Pfeffer, D. Koller, B. Milch, and K. Takusagawa (1999). "SPOOK: A system for probabilistic object-oriented knowledge representation." Proceedings of the 15th Annual Conference on Uncertainty in AI (UAI) (pp. 541-550).
| bib/abs
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| topics: |
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RPM |
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|
| Ch |
D. Koller (1999). "Probabilistic relational models." In Sa\vso D\vzeroski and Peter Flach, editors, Proceedings of 9th International Workshop on Inductive Logic Programming (ILP) (pp. 3-13).
Invited contribution.
| bib
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| topics: |
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RPM |
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1998
|
| C |
N. Friedman, D. Koller, and A. Pfeffer (1998). "Structured representation of complex stochastic systems." Proceedings of the 15th National Conference on Artificial Intelligence (AAAI) (pp. 157-164).
| bib/abs
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| topics: |
|
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RPM |
TPM |
|
| C |
D. Koller and A. Pfeffer (1998). "Probabilistic frame-based systems." Proceedings of the 15th National Conference on Artificial Intelligence (AAAI) (pp. 580-587).
| bib/abs
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| topics: |
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RPM |
|
|
1997
|
| C |
D. Koller and A. Pfeffer (1997). "Object-Oriented Bayesian Networks." Proceedings of the 13th Annual Conference on Uncertainty in AI (UAI) (pp. 302-313).
Winner of the Best Student Paper Award.
| bib/abs
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| topics: |
BN |
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RPM |
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|
| C |
D. Koller, D. McAllester, and A. Pfeffer (1997). "Effective Bayesian Inference for Stochastic Programs." Proceedings of the 14th National Conference on Artificial Intelligence (AAAI) (pp. 740-747).
| bib/abs
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| topics: |
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RPM |
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|
| C |
D. Koller, A. Levy, and A. Pfeffer (1997). "P-Classic: A Tractable Probabilistic Description Logic." Proceedings of the 14th National Conference on Artificial Intelligence (AAAI) (pp. 390-397).
| bib/abs
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| topics: |
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RPM |
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|
| C |
D. Koller and A. Pfeffer (1997). "Learning probabilities for noisy first-order rules." Proceedings of the International Joint Conference on Artificial Intelligence (pp. 1316-1321).
| bib/abs
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| topics: |
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LGM |
RPM |
|
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1995
|
| C |
S. Glesner and D. Koller (1995). "Constructing flexible dynamic belief networks from first-order probabilistic knowledge bases." Proceedings of the European Conference on Symbolic andQuantitative Approaches to Reasoning and Uncertainty (ECSQARU '95) (pp. 217-226).
| bib/abs
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| topics: |
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RPM |
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