Here are some related papers, some in UAI proceedings (Matzkevich & 
Abramson UAI-1992 and UAI-1993; Pennock and Wellman UAI-1999). Good luck!

Dave

==============================

@phdthesis{Bonduelle87,
title="Aggregating expert opinions by resolving sources of disagreement",
author="Yann Bonduelle",
school="Stanford University",
year=1987}

@inproceedings{Matzkevich92,
author="Izhar Matzkevich and Bruce Abramson",
title="The topological fusion of {B}ayes nets",
booktitle="Eighth Conference on
Uncertainty in Artificial Intelligence",
pages="152--158",
year=1992}

@inproceedings{Matzkevich93,
author="Izhar Matzkevich and Bruce Abramson",
title="Some complexity considerations in the combination of belief 
networks",
booktitle="Ninth Conference on Uncertainty in Artificial Intelligence",
pages="152--158",
year=1993}

@article{Ng94,
author="Ng, Keung-{C}hi and Abramson, Bruce",
title="Probabilistic Multi-Knowledge-Base Systems",
journal="Applied Intelligence",
volume=4,
number=2,
pages="219--236",
year=1994}

@inproceedings{Pennock99,
author="David M. Pennock and Michael P. Wellman",
title="Graphical Representations of Consensus Belief",
booktitle="Fifteenth Conference on
           Uncertainty in Artificial Intelligence (UAI--99)",
month=jul,
pages="531--540",
year=1999}

@Article{Xiang93,
  author =   "Y. Xiang and D. Poole and M. P. Beddoes",
  title =    "Multiply sectioned {B}ayesian networks and junction
                  forests for large knowledge based systems",
  journal =      "Comput. Intell.",
  year =     1993,
  volume =   9,
  pages =    "171--220"}

@Article{Xiang96,
  author =   "Y. Xiang",
  title =    "A probabilistic framework for cooperative
                  multi-agent distributed interpretation and
                  optimization of communication",
  journal =      "Artificial Intelligence",
  year =     1996,
  volume =   87,
  number =   "1--2",
  OPTmonth = nov,
  pages =    "295--342"}

@article{Xiang98,
  author =   "Y. Xiang",
  title =    "Verification of {DAG} structures in cooperative belief
              network-based multiagent systems",
  journal =      "Networks",
  year =     1998,
  volume =   31,
  pages =    "183--191"}

On Wed, 18 Sep 2002, Sergio Storari wrote:

> Hi I'm beginning to work on multi-agent system for distributed
> diagnosis.  To this purpose I'm investigating on bayesian networks and
> how to merge the reasoning of different agents each one enclosing its
> own bayesian network and collecting documentation about works
> regarding these methodologies.
> 
> I kindly ask to anyone who knows relevant literature about this subject to
> send me references.
> Thank you in advance.
> Best Regards
> Sergio Storari
> 
> 
> _________________________________
> Ing.Sergio Storari
> Dipartimento di Ingegneria
> Universit� di Ferrara
> Via Saragat,1
> 44100 Ferrara FE
> Tel: +39532293893
> Fax: +39532768602
> email: [EMAIL PROTECTED]
> _________________________________
> 
> 
> 

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