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Probabilistic

Defining Explanation in Probabilistic Systems

Defining Explanation in Probabilistic Systems Urszula Chajewska Stanford University Department of Computer Science Stanford, CA 94305-9010 urszula@cs.stanford.edu JosephY.

Learning Probabilistic Models of Link Structure

Learning Probabilistic Models of Link Structure Lise Getoor GET O OR @ CS . UM D . ED U Computer Science Dept. and UMIACS University of Maryland College Park, MD 20742 Nir Friedman NIR @ CS .

Probabilistic Principal Component Analysis

September 27,1999 Microsoft Research St GeorgeHouse 1 Guildhall Street Cambridge CB23NH United Kingdom Tel: +44 (0)1223744744 Fax: +44 (0)1223744777 Probabilistic Principal Component Analysis MichaelE.

Probabilistic Databases: Diamonds in the Dirt (Extended Version)

Probabilistic Databases: Diamonds in the Dirt (Extended Version) Nilesh Dalvi Yahoo!Research USA ndalvi@yahoo-inc.com Christopher Ré University of Washington USA chrisre@cs.washington.edu Dan Suciu University of Washington USA suciu@cs.washington.edu 1.

Probabilistic models of cognition: exploring representations ...

Figure2 illustrates one way in which a probabilistic approach can illuminate the nature of mental representations. Considera property induction problem where participants learn that horses, cows, and dolphins have a certain property then must decide whether all mammals are likely to have this ...

Deterministic and Probabilistic Assessments

Deterministic vs Probabilistic •Deterministic-Consider of small number of scenarios: Mag, dist, number of standard deviation of ground motion(ε)-Choose the largest ground motion from cases considered •Probabilistic-Consider all possible scenarios: all mag, dist, and number of std dev ...

Probabilistic Risk Assessment: What Is It And Why Is It Worth ...

04/05/00 1 Probabilistic Risk Assessment: What Is It And Why Is It Worth Performing It? Dr. Michael Stamatelatos NASA Office of Safety and Mission Assurance What is Probabilistic Risk Assessment?

PROBABILISTIC APPROACHES: SCENARIO ANALYSIS, DECISION TREES ...

1 PROBABILISTIC APPROACHES: SCENARIO ANALYSIS, DECISION TREES AND SIMULATIONS In the last chapter, we examined ways in which we can adjust the value of a risky asset for its risk.

Corel Office Document

1 DETERMINISTIC VS. PROBABILISTIC EARTHQUAKE HAZARDS AND RISKS ROBIN K. MCGUIRE (Risk Engineering, Inc., 4155 Darley Avenue, Suite A, Boulder, Colorado, 80305, USA, email mcguire@riskeng. com) KEY WORDS Seismic hazard, seismic risk, deterministic, probabilistic ABSTRACT Both probabilistic and ...

Probabilistic Entity-Relationship Models, PRMs, and Plate Models

7 Probabilistic Entity-Relationship Models, PRMs, and Plate Models David Heckerman, Chris Meek, Daphne Koller In this chapter, we introducea graphical language for relational data called the probabilistic entity-relationship (PER) model.