Mohammad Ali Javidian and Marco Valtorta. "Structural Learning of Multivariate Regression Chain Graphs via Decomposition" (updated version of ArXiv 1806.00882; to be submitted).
Mohammad Ali Javidian and Marco Valtorta. "On the Properties of MVR Chain Graphs" (extended version)" ArXiv 1803.04262.
Scott Langevin and Marco Valtorta. Agent Encapsulated Bayesian Networks---Draft. Draft for use by participants in the special session "Recent Development in Graphical Models" at ASMDA-11.
Scott Langevin and Marco Valtorta. Probabilistic Multiagent Systems and the Rumor Problem---Draft. Draft for use by participants in the special session "Recent Development in Graphical Models" at ASMDA-11.
Marco Valtorta, John Byrnes, Michael Huhns, and Richard Rohwer. "Combining Facts and Expert Opinion in Analytical Models via Logical and Probabilistic Reasoning." Released on July 24, 2006.
Yimin Huang and Marco Valtorta. "Identifiability in Causal Bayesian Networks: A Sound and Complete Algorithm." Presented at AAAI-06. Slightly modified on March 3, 2006.
Yimin Huang and Marco Valtorta. "A Study of Identifiability in Causal Bayesian Networks." Written on December 8, 2005. Released on February 6, 2006.
Yimin Huang and Marco Valtorta. "On the Completeness of an Identifiability Algorithm for Semi-Markovian Models." Written on December 8, 2005. Released on February 6, 2006. Updated on July 11, 2006. Two Bayesian networks referenced at the end of Appendix A: exampleD1TS.net, and exampleD2TS.net, both in Hugin .net format.
Marco Valtorta, Jiangbo Dang, Hrishikesh Goradia, Jingshan Huang, and Michael Huhns. "Extending Heuer's Analysis of Competing Hypotheses Method to Support Complex Data." February 15, 2005.
Valerie Sessions and Marco Valtorta "Learning Bayesian Networks from Inaccurate Data." June 16, 2004.
Marco Valtorta et al. "OmniSeer: A Cognitive Framework for User Modeling, Reuse of Prior and Tacit Knowledge, and Collaborative Knowledge Services." June 15, 2004.
TR 2002-017 (MS-Word) Bhaskara Moole and Marco Valtorta. "Causal Explanation with Background Knowledge." October 3, 2002.
Updated Version of above (pdf) Bhaskara Moole and Marco Valtorta. "Causal Explanation with Background Knowledge." July 2, 2003.
Updated Version of above (pdf) Bhaskara Moole and Marco Valtorta. "Causal Explanation with Background Knowledge." August 13, 2004.
TR 2002-016 (gzipped postscript) Marco Valtorta, Subramani Mani, and Suzanne McDermott. "MENTOR: Building Bayesian Network Models in Medicine." October 3, 2002.
Updated Version of the Above (gzipped postscript) Marco Valtorta, Subramani Mani, and Suzanne McDermott. "Building Bayesian Network Models in Medicine: the MENTOR Experience." October 15, 2002.
Updated Version of the Above (pdf) Marco Valtorta, Subramani Mani, and Suzanne McDermott. "Building Bayesian Network Models in Medicine: the MENTOR Experience." October 15, 2002.
TR 2001-005 (MS-Word) V. Gowadia, C. Farkas, M. Valtorta. Intrusion Analysis with Soft Evidential Updates.
TR 2002-005 (gzipped postscript) Young-Gyun Kim, Marco Valtorta, and Jiri Vomlel. "A Prototypical System for Soft Evidential Update." June 12, 2002.
Updated Version of the Above (gzipped postscript) Young-Gyun Kim, Marco Valtorta, and Jiri Vomlel. "A Prototypical System for Soft Evidential Update." June 12, 2002.
Updated Version of the Above (pdf) Young-Gyun Kim, Marco Valtorta, and Jiri Vomlel. "A Prototypical System for Soft Evidential Update." June 12, 2002.
TR 2002-006 (postscript) Bloemeke, Mark and Marco Valtorta. "The Rumor Problem in Multiagent Systems." June 10, 2002.
TR 2002-006 (updated version of the above with a new title, postscript) Bloemeke, Mark and Marco Valtorta. "Agent-Encapsulated Bayesian Networks and The Rumor Problem." June 10, 2002, updated December 20, 2002.
TR 2002-006 (updated version of the above with a new title, pdf) Bloemeke, Mark and Marco Valtorta. "Agent-Encapsulated Bayesian Networks and The Rumor Problem." June 10, 2002, updated December 20, 2002.
TR 1999-11 (pdf) Jayanta Ghosh and Marco Valtorta. "Probabilistic Bayesian Network Model Building of Heart Disease." November 30, 1999.