> > ------- Start of forwarded message ------- > From: "Jim Myers" <[EMAIL PROTECTED]> > To: <[EMAIL PROTECTED]> > Subject: Dempster-Shafer vs Bayes > Date: Thu, 13 May 1999 19:42:21 -0400 > > Dear Colleagues > > I would appreciate any pointers to papers comparing the Dempster-Shafer and > Bayesian approaches. I'm looking for papers that cover both theory and, > especially, applications. I have a copy of David Heckerman's 90 UAI paper. Hi, On http://www.cs.ualberta.ca/~dmitri/WorldModeling I have pointers to the comparison of DS and Bayesian approaches as applied to the problem of range data fusion. You might be interested in these links: <LI> Reasoning With Uncertainty in AI (Evidence- vs Probability- approaches) <UL> <LI> <A HREF="http://turing.wins.uva.nl/~fransv"> Frans Voorbraak </A>: on justification of Demspter-Shafer; DS vs Bayesian vs Partial Probability Theory; for robotics</LI><LI> <A HREF="ttp://www.wins.uva.nl/research/pion/index.html"> <i>Reasoning with Uncertainty </i> project </A> </LI> <LI> <A HREF="ftp://cs.nyu.edu/pub/local/hummel/papers/uncertainty.ps.Z">RobertHummel</A>, Bayesian foundation to Demspter-Shafer method; Relationship of DS Kalman Filtering</LI> <LI>Dempster-Shafer Theory for Sensor Fusion in Autonomous Mobile Robotsby <ahref="http://www.mines.edu/fs_home/rmurphy/research/evidential.html"> Robin R. Murphy </a>: temporal fusion, sensor failure issue <LI> Approximations for Dempster-Shafer rule: <A HREF="http://www.dfki.de/~bauer">Mathias Bauer</a></LI> <li> Defect in Dempster-Shafer theory (on {E,F} example: degree of belief (which if function of accumulating weight of evidence) doesn'tconverge to chance: Bel != Pr=t^/t):<A HREF="http://www.cogsci.indiana.edu/farg/pwang_papers.html"> Pei Wang </a><LI> Thanks, Russ Regards Dmitry -- Dmitry O. Gorodnichy, Ph.D. http://www.cs.ualberta.ca/~dmitri tel. (780)492-3976, (780)492-2821 > > Also, I would appreciate any ideas on how to best compare the two methods > empirically. How should I design experiments, what metrics, any other > ideas? > > Thank you in advance > Best Regards > Jim Myers, Ph.D. > ------- End of forwarded message ------- >
