Izhar Matzkevich, Bruce Abramson  Home/Search
Context Related
| auai.org/dnai_bda.ps.Z auai.org/dnai_bda.ps.Z Cached: PS.gz PS PDF This document uses CoBlitz to cache paper downloads. If your firewall is blocking outgoing connections to port 3125, you can use these links to download local copies.
Image Update HelpPS.gz PS PDF From: auai.org/auaitutes (more) (Enter author homepages) |
Rate this article:      (best)Comment on this article |
Abstract: Researchers in artificial intelligence and decision analysis share a concern with the construction of formal models of human knowledge and expertise. Historically, however, their approaches to these problems have diverged. Members of these two communities have recently discovered common ground: a family of graphical models of decision theory known as influence diagrams or as belief networks. These models are equally attractive to theoreticians, decision modelers, and designers of... (Update)
Context of citations to this paper: More
...development. The most important practical methods for modelling uncertain decision situations are decision trees and influence diagrams [48, 54], and more recent sequential decision diagrams [21] which all in turn use probabilities and density functions to model the underlying...
Cited by: More
Using Decision Tools in Deciding System Product Requirements.. - Hurri (2000) (Correct)
Flexible Distributed Database Management with AgentTeam - Kumova (2000) (Correct)
Active bibliography (related documents): More All
1.3: A Roadmap to Research on Bayesian Networks and other.. - Chrisman (1998) (Correct)
0.8: Decision Theory in Expert Systems and Artificial Intelligence - Horvitz, Breese (1988) (Correct)
0.6: Importance Sampling Algorithms for the Propagation of.. - Jose Cano (1996) (Correct)
Similar documents based on text: More All
0.1: Graphical Representations of Consensus Belief - Pennock, Wellman (1999) (Correct)
0.1: Decision Analysis by Augmented Probability Simulation - Concha Bielza Peter (1999) (Correct)
0.1: Analysis of the behaviour of genetic algorithms.. - Etxeberria.. (1997) (Correct)
BibTeX entry: (Update)
Matzkevich, Izhar; Abramson, Bruce; 1995; "Decision Analytic Networks in Artificial Intelligence"; Management Science, Vol.41 http://citeseer.ist.psu.edu/izhar95decision.html More
@article{ matzkevich95.decision,
author = "I. Matzkevich and B. Abramson",
title = "Decision Analytic Networks In Artificial Intelligence",
year = "1995",
journal = "Management Science",
volume = "41",
number = "1",
pages = "1-22",
url = "citeseer.ist.psu.edu/izhar95decision.html" }
Citations (may not include all citations):760 Probabilistic Reasoning in Intelligent Systems (context) - Pearl - 1988
625 A Mathematical Theory of Evidence (context) - Shafer - 1976
582 Local Computations with Probabilities on Graphical Structure.. (context) - Lauritzen, Spiegelhalter - 1988
402 An analysis of time-dependent planning (context) - Dean, Boddy - 1988
284 The Computational Complexity of Probabilistic Inference Usin.. (context) - Cooper - 1990
253 The Foundations of Statistics (context) - Savage - 1954
242 Planning and Control (context) - Dean, Wellman - 1991
166 Evaluating Influence Diagrams (context) - Shachter - 1986
135 Bayesian Updating of Causal Probabilistic Networks by Local .. (context) - Jensen, Lauritzen et al. - 1991
130 Influence Diagrams (context) - Howard, Matheson - 1984
126 Components of Expertise (context) - Steels - 1990
114 Ordinal Conditional Functions: A Dynamic Theory of Epistemic.. (context) - Spohn - 1988
108 Approximating Probabilistic Inference in Bayesian Belief Net.. (context) - Dagum, Luby - 1993
104 A Theory of Inferred Causation - Pearl, Verma - 1991
96 Bayesian Networks without Tears (context) - Charniak - 1991
93 Reasoning about beliefs and actions under computational reso.. - Horvitz - 1989
89 Hugin -- a shell for building bayesian belief universes for .. (context) - Andersen, Olesen et al. - 1989
80 Probabilistic diagnosis using a reformulation of the interni.. - Shwe, Middleton et al. - 1991
74 Formulation of Tradeoffs in Planning Under Uncertainty (context) - Wellman - 1990
73 Probabilistic Similarity Networks (context) - Heckerman - 1991
72 Probabilistic Inference and Influence Diagram (context) - Shachter - 1988
70 Propagating Uncertainty in Bayesian Networks by Probabilisti.. (context) - Henrion - 1988
60 Reflection and action under scarce resources: Theoretical pr.. - Horvitz, Cooper et al. - 1989
55 Evidential Reasoning Using Stochastic Simulation of Causal N.. (context) - Pearl - 1987
49 MUNIN -- A Causal Probabilistic Network for the Interpretati.. (context) - Andreassen, Woldbye et al. - 1987
48 Some practical issues in constructing belief networks (context) - Henrion - 1989
44 An algebra of bayesian belief universes for knowledge-based .. (context) - Jensen, Olesen et al. - 1990
44 Fusion and Propagation with Multiple Observations in Belief .. (context) - Peot, Shachter - 1991
43 Decision Theory and Artificial Intelligence II: The Hungry M.. (context) - Feldman, Sproull - 1977
42 Computation and Action Under Bounded Resources (context) - Horvitz - 1990
41 Graphoids: Graph-based logic for reasoning about relevance r.. (context) - Pearl, Paz - 1986
39 Toward Normative Expert Systems: Part (context) - Heckerman, Horvitz et al. - 1992
38 Gaussian Influence Diagrams (context) - Shachter, Kenley - 1989
37 A Probabilistic Model of Plan Recognition (context) - Charniak, Goldman - 1991
37 Symbolic probabilistic inference in belief networks (context) - Shachter, D'Ambrosio et al. - 1990
37 Applied Statistical Decision Theory (context) - Raiffa, Schlaifer - 1961
36 Judgement Under Uncertainty: Heuristics and Biases (context) - Kahneman, Slovic et al. - 1982
35 IEEE Transactions on Systems Science and Cybernetics (context) - Howard, Theory - 1966
35 Decision Making Using Probabilistic Inference Methods (context) - Shachter, Peot - 1992
35 Decision Analysis (context) - Raiffa - 1968
34 A bayesian method for constructing bayesian belief networks .. (context) - Cooper, Herskovits - 1991
32 Discovering Causal Structures (context) - Glymour, Scheines et al. - 1987
32 A probabilistic causal model for diagnostic problem solving .. (context) - Peng, Reggia - 1987
32 An Introduction to Algorithms for Inference in Belief Nets (context) - Henrion - 1990
31 Decision Analysis and Behavioral Research (context) - von Winterfeldt, Edwards - 1986
31 Decision Analysis and Expert Systems (context) - Henrion, Breese et al. - 1991
31 Weighting and integrating evidence for stochastic simulation.. (context) - Fung, Chang - 1990
29 An Inquiry into Computer Understanding (context) - Cheeseman - 1988
29 Dynamic programming and influence diagrams (context) - Tatman, Shachter - 1990
28 NESTOR: A Computer-Based Medical Diagnostic Aid that Integra.. (context) - Cooper - 1984
28 Bayesian Inference in Model-Based Machine Vision (context) - Binford, Levitt et al. - 1989
27 separation: From theorems to algorithms (context) - Geiger, Verma et al. - 1990
26 Probabilistic reasoning in predictive expert systems (context) - Spiegelhalter - 1986
25 An Ordered Examination of Influence Diagrams (context) - Shachter - 1990
25 Search-based methods to bound diagnostic probabilities in ve.. (context) - Henrion - 1991
24 Model-Based Influence Diagrams for Machine Vision (context) - Levitt, Agosta et al. - 1990
23 Automated construction of sparse bayesian networks (context) - Russel, Srinivas et al. - 1990
23 A tractable inference algorithm for diagnosing multiple dise.. (context) - Heckerman - 1990
22 Evidence absorption and propagation through evidence reversa.. (context) - Shachter - 1990
22 Bayesian Statistical Inference for Psychological Research (context) - Edwards, Lindman et al. - 1963
22 Intelligent Decision Systems (context) - Holtzman - 1989
20 Advances in probabilistic reasoning (context) - Geiger, Heckerman - 1991
19 An approximate nonmyopic computation for value of informatio.. (context) - Heckerman, Horvitz et al. - 1991
18 Introduction to Bayesian Inference and Decision (context) - Winkler - 1972
17 A valuation-based language for expert systems (context) - Shenoy - 1989
17 Inference in possibilistic hypergraphs (context) - Dubois, Prade - 1991
16 Expected-Outcome: A General Model of Static Evaluation (context) - Abramson - 1990
15 Heuristic search as evidential reasoning (context) - Hansson, Mayer - 1989
15 Consensus Diagnosis: A Simulation Study (context) - Ng, Abramson - 1992
13 A Bayesian Analysis of Simulation Algorithms for Inference i.. - Dagum, Horvitz - 1993
13 Conditional Independence Relations Have No Finite Completene.. - Studeny - 1990
13 Bayesian belief network inference using simulation (context) - Chin, Cooper - 1989
13 Potential Influence Diagrams (context) - Ndilikilikesha - 1991
13 Local expression languages for probabilistic dependence: A p.. (context) - D'Ambrosio - 1991
11 The Equivalence of Exact Methods for Probabilistics Inferenc.. (context) - Shachter, Andersen et al. - 1993
11 Annals of Mathematics and Artificial Intelligence (context) - Shafer, Shenoy - 1990
11 Interval influence diagrams (context) - Fertig, Breese - 1990
11 Uncertainty Management in Expert Systems (context) - Ng, Abramson - 1990
10 ARCO1: An Application of Belief Networks to the Oil Market (context) - Abramson - 1991
10 An Empirical Comparison of Three Inference Methods (context) - Heckerman - 1990
10 Utility-Based Control for Computer Vision (context) - Levitt, Binford et al. - 1990
10 Toward Normative Expert Systems: Part II (context) - Heckerman, Nathwani - 1992
9 Updating uncertain information (context) - de Campos, Moral - 1991
9 Towards efficient probabilistic diagnosis in multiply connec.. (context) - Henrion - 1989
9 The Topological Fusion of Bayes Nets (context) - Matzkevich, Abramson - 1992
9 A Comparison of Approaches and Implementations for Automatin.. (context) - Call, Miller - 1990
8 Plan Recognition in Stories and in Life (context) - Charniak, Goldman - 1990
7 Graphical Inference in Qualitative Probabilistic Networks (context) - Wellman - 1990
7 Is Probability Theory Sufficient for Dealing with Uncertaint.. (context) - Zadeh - 1986
7 Qualitative and linguistic explanations of probabilistic rea.. (context) - Henrion, Druzdzel - 1990
7 The structure of bayes networks for visual recognition (context) - Agosta - 1990
7 Using Influence Diagrams to Value Information and Control (context) - Matheson - 1989
7 IEEE Transactions on Systems Science and Cybernetics (context) - Matheson, Value et al. - 1968
7 The Development of Automated Aids for Decision Analysis (context) - Miller, Merkhofer et al. - 1976
7 Qualitative probabilistic networks for planning under uncert.. (context) - Wellman - 1988
6 Multiple Sensor Expert System for Diagnostic Reasoning (context) - Agogino, Srinivas et al. - 1988
6 An Evaluation of the Diagnostic Accuracy of Pathfinder (context) - Heckerman, Nathwani - 1992
5 Decision-Theoretic Control of Problem Solving: Principles an.. (context) - Breese, Fehling - 1988
5 The Expected-Outcome Model of Two-Player Games (context) - Abramson - 1991
5 Intelligent probabilistic inference (context) - Shachter - 1986
5 From relational databases to belief networks (context) - Wen - 1991
4 Knowledge Representation and Inference in Intelligent Decisi.. (context) - Breese - 1987
4 A fusion algorithm for solving bayesian decision problems (context) - Shenoy - 1991
4 IDES: Influence Diagram Based Expert Systems (context) - Agogino, Rege - 1987
4 Decision Processes in Influence Diagrams: Formulation and An.. (context) - Tatman - 1985
4 Deriving a Minimal I-Map of a Belief Network Relative to a T.. (context) - Matzkevich, Abramson - 1993
4 Management Science (context) - Howard - 1989
4 Some Complexity Considerations in the Combination of Belief .. (context) - Matzkevich, Abramson - 1993
3 An Analysis of Error Recovery and Sensory Integration for Dy.. (context) - Abramson - 1991
3 The Annals of Mathematics and Artificial Intelligence (context) - Hansson, Mayer et al. - 1990
3 An empirical evaluation of randomized algorithm for probabil.. (context) - Chavez, Cooper - 1990
3 Decision Theory in Expert Systems and Artificial Intelligenc.. (context) - Henrion, Breese et al. - 1988
3 TETRAD II User's Manual (context) - Spirtes, Glymour et al. - 1992
3 A linear approximation method for probabilistic inference (context) - Shachter - 1990
3 A Sensitivity Analysis of Pathfinder: A Follow-Up Study (context) - Ng, Abramson - 1991
2 Symbolic probabilistic inference with continuous variables (context) - Chang, Fung - 1991
2 Dynamic Decision Theory and Probabilistic Information Proces.. (context) - Edwards - 1962
2 Integrating Artificial Intelligence and Decision Theory to F.. (context) - Klein - 1988
2 Symbolic probabilistic inference (context) - D'Ambrosio - 1989
2 Using Belief Networks to Forecast Oil Prices (context) - Abramson, Finizza - 1991
1 Noetic Systems (context) - Manual - 1991
1 On Knowledge Representation in Belief Networks (context) - Abramson - 1991
1 A Belief Network Implementation of Target Capacity Utilizati.. (context) - Abramson, Finizza - 1991
1 Simulation approaches to general probabilisitc inferencece o.. (context) - Shachter, Peot - 1990
1 Probabilistic Multi-Knowledge-Base Systems (context) - Ng, Abramson - 1994
1 The Concept of Influence and its Use in Structuring Complex .. (context) - Owen - 1978
1 Journal of Behavioral Decision Making (context) - Schum, Probability - 1989
1 A Belief Network-Based System that Forecasts the Oil Market .. (context) - Abramson, Finizza - 1993
1 Towards an Art and Science of Knowledge Engineering: A Case .. (context) - Abramson, Ng - 1993
1 Symbolic probabilistic inference with evidence potential (context) - Chang, Fung - 1991
1 A Decision-Theoretic Approach to Automated Monitor and Contr.. (context) - Abramson, Smyth - 1989
1 Knowledge-based Systems volume 1: Knowledge Acquisition for .. (context) - Gaines, Boose - 1988
1 Probabilistic Multi-Knowledge-Base Systems: Automated Group .. (context) - Ng - 1990
1 Modeling temporal processes via belief networks and petri ne.. (context) - Berzuini - 1990
1 Spatial Understanding: The SUCCESSOR System (context) - Binford - 1989
1 Decision Analysis: Theory and Practice (context) - Howard - 1988
1 Directed Reduction Algorithm and Decomoposable Graphs (context) - Shachter, Andersen et al. - 1990
1 Aggregating Expert Opinions by Reconciling Sources of Disagr.. (context) - Bonduelle - 1987
1 A Sensitivity Analysis of Pathfinder (context) - Ng, Abramson - 1990
1 Uncertainty in Artificial Intelligence (context) - Levitt - 1988
1 A computational model for casual and diagnostic reasoning in.. (context) - Kim, Pearl - 1983
1 Department of Computer Science (context) - Klein, Analysis et al. - 1989
1 Explaining Decision-Theoretic Choices (context) - Klein, Shortliffe - 1990
1 Reasoning with belief functions: An analysis and compatibili.. (context) - Pearl - 1990
1 Qualitative intercausal relations (context) - Wellman, Henrion - 1991
1 ADA Decision Systems (context) - Manual - 1990
1 A belief network model for forecasting within the electricit.. (context) - Lehtila, Silvernoinen et al. - 1990
1 Demos Tutorial -- An Introduction to Demos (context) - Drake, Arnold - 1991
1 David: Influence diagram processing environment for the maci.. (context) - Shachter - 1986
1 Probabilistic Inference using a Reformulation of the Interni.. (context) - Middleton, Shwe et al. - 1991
1 Bayesian Inference for Radar Imagery Based Surveillance (context) - Levitt - 1988
1 Management Brief: Decisions (context) - Economist - 1989
1 Cordoza Law Review (context) - Edwards, Bayesian et al. - 1991
Documents on the same site (http://www.auai.org/auai-tutes.html): More
Why the logistic function? A tutorial discussion on probabilities .. - Jordan (1995) (Correct)
Learning Probabilistic Networks - Krause (1998) (Correct)
From Laplace To Supernova Sn 1987a: Bayesian Inference In.. - Loredo (Correct)
Online articles have much greater impact More about CiteSeer.IST Add search form to your site Submit documents Feedback
CiteSeer.IST - Copyright Penn State and NEC