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@incollection{DBLP:series/sci/BrazAR08,
  author       = {Rodrigo de Salvo Braz and
                  Eyal Amir and
                  Dan Roth},
  editor       = {Dawn E. Holmes and
                  Lakhmi C. Jain},
  title        = {A Survey of First-Order Probabilistic Models},
  booktitle    = {Innovations in Bayesian Networks: Theory and Applications},
  series       = {Studies in Computational Intelligence},
  volume       = {156},
  pages        = {289--317},
  publisher    = {Springer},
  year         = {2008},
  url          = {https://doi.org/10.1007/978-3-540-85066-3\_12},
  doi          = {10.1007/978-3-540-85066-3\_12},
  timestamp    = {Tue, 16 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/sci/BrazAR08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@incollection{DBLP:series/sci/FloresGM08,
  author       = {M. Julia Flores and
                  Jos{\'{e}} A. G{\'{a}}mez and
                  Seraf{\'{\i}}n Moral},
  editor       = {Dawn E. Holmes and
                  Lakhmi C. Jain},
  title        = {Use of Explanation Treesto Describe the State Space of a Probabilistic-Based
                  Abduction Problem},
  booktitle    = {Innovations in Bayesian Networks: Theory and Applications},
  series       = {Studies in Computational Intelligence},
  volume       = {156},
  pages        = {251--280},
  publisher    = {Springer},
  year         = {2008},
  url          = {https://doi.org/10.1007/978-3-540-85066-3\_10},
  doi          = {10.1007/978-3-540-85066-3\_10},
  timestamp    = {Tue, 05 Sep 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/sci/FloresGM08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@incollection{DBLP:series/sci/Heckerman08,
  author       = {David Heckerman},
  editor       = {Dawn E. Holmes and
                  Lakhmi C. Jain},
  title        = {A Tutorial on Learning with Bayesian Networks},
  booktitle    = {Innovations in Bayesian Networks: Theory and Applications},
  series       = {Studies in Computational Intelligence},
  volume       = {156},
  pages        = {33--82},
  publisher    = {Springer},
  year         = {2008},
  url          = {https://doi.org/10.1007/978-3-540-85066-3\_3},
  doi          = {10.1007/978-3-540-85066-3\_3},
  timestamp    = {Tue, 16 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/sci/Heckerman08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@incollection{DBLP:series/sci/Holmes08,
  author       = {Dawn E. Holmes},
  editor       = {Dawn E. Holmes and
                  Lakhmi C. Jain},
  title        = {Toward a Generalized Bayesian Network},
  booktitle    = {Innovations in Bayesian Networks: Theory and Applications},
  series       = {Studies in Computational Intelligence},
  volume       = {156},
  pages        = {281--288},
  publisher    = {Springer},
  year         = {2008},
  url          = {https://doi.org/10.1007/978-3-540-85066-3\_11},
  doi          = {10.1007/978-3-540-85066-3\_11},
  timestamp    = {Tue, 16 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/sci/Holmes08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@incollection{DBLP:series/sci/HolmesJ08,
  author       = {Dawn E. Holmes and
                  Lakhmi C. Jain},
  editor       = {Dawn E. Holmes and
                  Lakhmi C. Jain},
  title        = {Introduction to Bayesian Networks},
  booktitle    = {Innovations in Bayesian Networks: Theory and Applications},
  series       = {Studies in Computational Intelligence},
  volume       = {156},
  pages        = {1--5},
  publisher    = {Springer},
  year         = {2008},
  url          = {https://doi.org/10.1007/978-3-540-85066-3\_1},
  doi          = {10.1007/978-3-540-85066-3\_1},
  timestamp    = {Tue, 16 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/sci/HolmesJ08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@incollection{DBLP:series/sci/JiangWC08,
  author       = {Xia Jiang and
                  Michael M. Wagner and
                  Gregory F. Cooper},
  editor       = {Dawn E. Holmes and
                  Lakhmi C. Jain},
  title        = {Modeling the Temporal Trend of the Daily Severity of an Outbreak Using
                  Bayesian Networks},
  booktitle    = {Innovations in Bayesian Networks: Theory and Applications},
  series       = {Studies in Computational Intelligence},
  volume       = {156},
  pages        = {169--185},
  publisher    = {Springer},
  year         = {2008},
  url          = {https://doi.org/10.1007/978-3-540-85066-3\_7},
  doi          = {10.1007/978-3-540-85066-3\_7},
  timestamp    = {Tue, 16 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/sci/JiangWC08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@incollection{DBLP:series/sci/KorbN08,
  author       = {Kevin B. Korb and
                  Ann E. Nicholson},
  editor       = {Dawn E. Holmes and
                  Lakhmi C. Jain},
  title        = {The Causal Interpretation of Bayesian Networks},
  booktitle    = {Innovations in Bayesian Networks: Theory and Applications},
  series       = {Studies in Computational Intelligence},
  volume       = {156},
  pages        = {83--116},
  publisher    = {Springer},
  year         = {2008},
  url          = {https://doi.org/10.1007/978-3-540-85066-3\_4},
  doi          = {10.1007/978-3-540-85066-3\_4},
  timestamp    = {Wed, 14 Jun 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/sci/KorbN08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@incollection{DBLP:series/sci/Lauria08,
  author       = {Eitel J. M. Laur{\'{\i}}a},
  editor       = {Dawn E. Holmes and
                  Lakhmi C. Jain},
  title        = {An Information-Geometric Approach to Learning Bayesian Network Topologies
                  from Data},
  booktitle    = {Innovations in Bayesian Networks: Theory and Applications},
  series       = {Studies in Computational Intelligence},
  volume       = {156},
  pages        = {187--217},
  publisher    = {Springer},
  year         = {2008},
  url          = {https://doi.org/10.1007/978-3-540-85066-3\_8},
  doi          = {10.1007/978-3-540-85066-3\_8},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/sci/Lauria08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@incollection{DBLP:series/sci/LerayMMM08,
  author       = {Philippe Leray and
                  Stijn Meganck and
                  Sam Maes and
                  Bernard Manderick},
  editor       = {Dawn E. Holmes and
                  Lakhmi C. Jain},
  title        = {Causal Graphical Models with Latent Variables: Learning and Inference},
  booktitle    = {Innovations in Bayesian Networks: Theory and Applications},
  series       = {Studies in Computational Intelligence},
  volume       = {156},
  pages        = {219--249},
  publisher    = {Springer},
  year         = {2008},
  url          = {https://doi.org/10.1007/978-3-540-85066-3\_9},
  doi          = {10.1007/978-3-540-85066-3\_9},
  timestamp    = {Tue, 30 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/sci/LerayMMM08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@incollection{DBLP:series/sci/NaglWW08,
  author       = {Sylvia B. Nagl and
                  Matthew Williams and
                  Jon Williamson},
  editor       = {Dawn E. Holmes and
                  Lakhmi C. Jain},
  title        = {Objective Bayesian Nets for Systems Modelling and Prognosis in Breast
                  Cancer},
  booktitle    = {Innovations in Bayesian Networks: Theory and Applications},
  series       = {Studies in Computational Intelligence},
  volume       = {156},
  pages        = {131--167},
  publisher    = {Springer},
  year         = {2008},
  url          = {https://doi.org/10.1007/978-3-540-85066-3\_6},
  doi          = {10.1007/978-3-540-85066-3\_6},
  timestamp    = {Fri, 02 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/series/sci/NaglWW08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@incollection{DBLP:series/sci/Neapolitan08,
  author       = {Richard E. Neapolitan},
  editor       = {Dawn E. Holmes and
                  Lakhmi C. Jain},
  title        = {A Polemic for Bayesian Statistics},
  booktitle    = {Innovations in Bayesian Networks: Theory and Applications},
  series       = {Studies in Computational Intelligence},
  volume       = {156},
  pages        = {7--32},
  publisher    = {Springer},
  year         = {2008},
  url          = {https://doi.org/10.1007/978-3-540-85066-3\_2},
  doi          = {10.1007/978-3-540-85066-3\_2},
  timestamp    = {Tue, 16 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/sci/Neapolitan08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@incollection{DBLP:series/sci/Niedermayer08,
  author       = {I. S. P. Daryle Niedermayer},
  editor       = {Dawn E. Holmes and
                  Lakhmi C. Jain},
  title        = {An Introduction to Bayesian Networks and Their Contemporary Applications},
  booktitle    = {Innovations in Bayesian Networks: Theory and Applications},
  series       = {Studies in Computational Intelligence},
  volume       = {156},
  pages        = {117--130},
  publisher    = {Springer},
  year         = {2008},
  url          = {https://doi.org/10.1007/978-3-540-85066-3\_5},
  doi          = {10.1007/978-3-540-85066-3\_5},
  timestamp    = {Tue, 16 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/sci/Niedermayer08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@book{DBLP:series/sci/2008-156,
  editor       = {Dawn E. Holmes and
                  Lakhmi C. Jain},
  title        = {Innovations in Bayesian Networks: Theory and Applications},
  series       = {Studies in Computational Intelligence},
  volume       = {156},
  publisher    = {Springer},
  year         = {2008},
  isbn         = {978-3-540-85065-6},
  timestamp    = {Mon, 24 Nov 2008 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/series/sci/2008-156.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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