Decision theory in expert systems and artificial intelligenc

[1]  R. T. Cox.  Probability, frequency and reasonable expectation , 1990 .

[2]  B. M. Hill,et al.  Theory of Probability , 1990 .

[3]  Jeffrey S. Rosenschein,et al.  Communication-Free Interactions among Rational Agents: A Probabilistic Approach , 1990, Distributed Artificial Intelligence.

[4]  Ronald A. Howard,et al.  Readings on the Principles and Applications of Decision Analysis , 1989 .

[5]  David Heckerman,et al.  An empirical comparison of three inference methods , 2013, UAI.

[6]  Gordon Johnson,et al.  Decision Analysis for the Professional with Supertree , 1988 .

[7]  Eric Horvitz,et al.  Reasoning under Varying and Uncertain Resource Constraints , 1988, AAAI.

[8]  Ross D. Shachter.  Probabilistic Inference and Influence Diagrams , 1988, Oper. Res..

[9]  Chris Elsaesser,et al.  Explanation of probabilistic inference for decision support systems , 1987, Int. J. Approx. Reason..

[10]  Gregory F. Cooper,et al.  An algorithm for computing probabilistic propositions , 1987, Int. J. Approx. Reason..

[11]  Eric Neufeld,et al.  Towards solving the multiple extension problem: Combining defaults and probabilities , 1987, Int. J. Approx. Reason..

[12]  Michael C. Higgins.  NAIVE: A method for representing uncertainty and temporal relationships in an automated reasoner , 1988, Int. J. Approx. Reason..

[13]  Max Henrion,et al.  Practical issues in constructing a Bayes belief network , 1987, Int. J. Approx. Reason..

[14]  David Heckerman,et al.  A perspective on confidence and its use in focusing attention during knowledge acquisition , 1987, Int. J. Approx. Reason..

[15]  Gregory F. Cooper,et al.  Stochastic simulation of Bayesian belief networks , 1987, Int. J. Approx. Reason..

[16]  Samuel Holtzman,et al.  Intelligent decision systems , 1988 .

[17]  L. Booker,et al.  Integrating logical and probabilistic reasoning for decision making. , 1988 .

[18]  Robert Scott Strait.  Decision analysis of strategic interaction , 1988 .

[19]  Michael P. Wellman.  Formulation of tradeoffs in planning under uncertainty , 1988 .

[20]  B Carroll,et al.  Artificial intelligence. Expert systems for clinical diagnosis: are they worth the effort? , 1987, Behavioral science.

[21]  Lawrence M. Fagan,et al.  A therapy planning architecture that combines decision theory and artificial intelligence techniques. , 1990, Computers and biomedical research, an international journal.

[22]  Matthew L. Ginsberg,et al.  Readings in Nonmonotonic Reasoning , 1987, AAAI 1987.

[23]  Ross D. Shachter,et al.  Thinking Backward for Knowledge Acquisition , 1987, AI Mag..

[24]  Steen Andreassen,et al.  MUNIN - A Causal Probabilistic Network for Interpretation of Electromyographic Findings , 1987, IJCAI.

[25]  Judea Pearl,et al.  The Logic of Representing Dependencies by Directed Graphs , 1987, AAAI.

[26]  Max Henrion,et al.  An Experimental Comparison of Knowledge Engineering for Expert Systems and for Decision Analysis , 1987, AAAI.

[27]  Eric Horvitz,et al.  On the Expressiveness of Rule-based Systems for Reasoning with Uncertainty , 1987, AAAI.

[28]  Eric Horvitz,et al.  Reasoning about beliefs and actions under computational resource constraints , 1987, Int. J. Approx. Reason..

[29]  Spencer Star,et al.  Theory-based inductive learning: An integration of symbolic and quantitative methods , 1987, Int. J. Approx. Reason..

[30]  Thomas O. Binford,et al.  Bayesian inference in model-based machine vision , 1987, Int. J. Approx. Reason..

[31]  J. S. Breese.  Knowledge representation and inference in intelligent decision systems , 1987 .

[32]  Judea Pearl,et al.  Evidential Reasoning Using Stochastic Simulation of Causal Models , 1987, Artif. Intell..

[33]  Brian C. Williams,et al.  Diagnosing Multiple Faults , 1987, Artif. Intell..

[34]  Max Henrion,et al.  Uncertainty in artificial intelligence: Is probability epistemologically and heuristically accurate? , 1987 .

[35]  Kenneth R. Hammond.  Toward a unified approach to the study of expert judgment , 1987 .

[36]  Alice M. Agogino,et al.  IDES: influence diagram based expert system , 1987 .

[37]  Gregory F. Cooper,et al.  Bayesian Belief Network Inference Using Simulation , 1987, UAI.

[38]  Chris Elsaesser,et al.  Explanation of Probabilistic Inference , 1987, Conference on Uncertainty in Artificial Intelligence.

[39]  Max Henrion,et al.  Some Practical Issues in Constructing Belief Networks , 1987, UAI.

[40]  David A Klein,et al.  Explaining and Refining Decision-Theoretic Choices , 1987 .

[41]  Lawrence M. Fagan,et al.  The Use of a Heuristic Problem-Solving Hierarchy to Facilitate the Explanation of Hypothesis-Directed Reasoning , 2016 .

[42]  Ross D. Shachter.  Evaluating Influence Diagrams , 1986, Oper. Res..

[43]  D. G. Swain.  Computer aided diagnosis of acute abdominal pain , 1986 .

[44]  Judea Pearl,et al.  Fusion, Propagation, and Structuring in Belief Networks , 1986, Artif. Intell..

[45]  W. Edwards,et al.  Decision Analysis and Behavioral Research , 1986 .

[46]  Eric Horvitz,et al.  A Framework for Comparing Alternative Formalisms for Plausible Reasoning , 1986, AAAI.

[47]  David Heckerman,et al.  An axiomatic framework for belief updates , 1986, UAI.

[48]  Dennis M. Buede.  Structuring Value Attributes , 1986 .

[49]  Haim Gaifman,et al.  A Theory of Higher Order Probabilities , 1986, TARK.

[50]  Nils J. Nilsson,et al.  Probabilistic Logic * , 2022 .

[51]  John G. Wilson,et al.  Subjective Probability and the Prisoner's Dilemma , 1986 .

[52]  Ben P. Wise.  An experimental comparison of uncertain inference systems (artificial intelligence, probability, entropy) , 1986 .

[53]  David Heckerman,et al.  Probabilistic Interpretation for MYCIN's Certainty Factors , 1990, UAI.

[54]  Lawrence M. Fagan,et al.  ONYX: An Architecture for Planning in Uncertain Environments , 1985, IJCAI.

[55]  Glenn Shafer,et al.  Probability Judgment in Artificial Intelligence , 1985, UAI.

[56]  Michael P. Wellman.  REASONING ABOUT PREFERENCE MODELS , 1985 .

[57]  Eric Horvitz,et al.  The Inconsistent Use of Measures of Certainty in Artificial Intelligence Research , 1985, UAI.

[58]  David E. Smith.  Controlling inference , 1985 .

[59]  Douglas Merritt Logan,et al.  The value of probability assessment , 1985 .

[60]  Yun Peng.  A Formalization of Parsimonious Covering and Probabilistic Reasoning in Abductive Diagnostic Inferen , 1985 .

[61]  J A Reggia,et al.  Answer justification in medical decision support systems based on Bayesian classification. , 1985, Computers in biology and medicine.

[62]  John S. Breese,et al.  Exact Reasoning About Uncertainty: On the Design of Expert Systems for Decision Support , 1985, UAI.

[63]  Bruce G. Buchanan,et al.  The MYCIN Experiments of the Stanford Heuristic Programming Project , 1985 .

[64]  Michael R. Genesereth,et al.  The Use of Design Descriptions in Automated Diagnosis , 1984, Artif. Intell..

[65]  Gregory F. Cooper,et al.  NESTOR: A Computer-Based Medical Diagnostic Aid That Integrates Causal and Probabilistic Knowledge. , 1984 .

[66]  MOSHE BEN-BASSAT,et al.  Human-oriented information acquisition in sequential pattern classification: Part I — Single membership classification , 1984, IEEE Transactions on Systems, Man, and Cybernetics.

[67]  P. Politser.  Explanations of Statistical Concepts: Can they Penetrate the Haze of Bayes? , 1984, Methods of Information in Medicine.

[68]  D. J. Spiegelhalter,et al.  Statistical and Knowledge‐Based Approaches to Clinical Decision‐Support Systems, with an Application in Gastroenterology , 1984 .

[69]  Randall Davis,et al.  Diagnosis Via Causal Reasoning: Paths of Interaction and the Locality Principle , 1989, AAAI.

[70]  James A. Reggia,et al.  Diagnostic Expert Systems Based on a Set Covering Model , 1983, Int. J. Man Mach. Stud..

[71]  Judea Pearl,et al.  A Computational Model for Causal and Diagnostic Reasoning in Inference Systems , 1983, IJCAI.

[72]  William R. Swartout,et al.  XPLAIN: A System for Creating and Explaining Expert Consulting Programs , 1983, Artif. Intell..

[73]  Scott M. Olmsted.  On representing and solving decision problems , 1983 .

[74]  Paul R. Cohen,et al.  Heuristic Reasoning About Uncertainty , 1983 .

[75]  L. Zadeh.  The role of fuzzy logic in the management of uncertainty in expert systems , 1983 .

[76]  Rakesh Kumar Sarin,et al.  Strength of Preference and Risky Choice , 1982, Oper. Res..

[77]  John P. McDermott,et al.  R1: A Rule-Based Configurer of Computer Systems , 1982, Artif. Intell..

[78]  Peter Szolovits,et al.  Artificial Intelligence in Medicine , 1982 .

[79]  E. Shortliffe,et al.  Explanatory Power for Medical Expert Systems: Studies in the Representation of Causal Relationships for Clinical Consultations , 1982, Methods of Information in Medicine.

[80]  B. Fischhoff,et al.  Calibration of probabilities: the state of the art to 1980 , 1982 .

[81]  David Lindley.  Scoring rules and the inevitability of probability , 1982 .

[82]  R L Blum,et al.  Discovery, confirmation, and incorporation of causal relationships from a large time-oriented clinical data base: the RX project. , 1982, Computers and biomedical research, an international journal.

[83]  M. Henrion.  The value of knowing how little you know : the advantages of a probabilistictreatment of uncerainty in policy analysis , 1982 .

[84]  E. Shortliffe,et al.  An analysis of physician attitudes regarding computer-based clinical consultation systems. , 1981, Computers and biomedical research, an international journal.

[85]  Ramesh S. Patil,et al.  Causal representation of patient illness for electrolyte and acid-base diagnosis , 1981 .

[86]  P. Fishburn.  Subjective expected utility: A review of normative theories , 1981 .

[87]  John Gaschnig,et al.  MODEL DESIGN IN THE PROSPECTOR CONSULTANT SYSTEM FOR MINERAL EXPLORATION , 1981 .

[88]  Janice S. Aikins.  Representation of Control Knowledge in Expert Systems , 1980, AAAI.

[89]  Lee D. Erman,et al.  The Hearsay-II Speech-Understanding System: Integrating Knowledge to Resolve Uncertainty , 1980, CSUR.

[90]  Randall Davis,et al.  Meta-Rules: Reasoning about Control , 1980, Artif. Intell..

[91]  Richard W. Carlson,et al.  Pattern-Based Interactive Diagnosis of Multiple Disorders: The MEDAS System , 1980, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[92]  R. L. Keeney,et al.  Decisions with Multiple Objectives: Preferences and Value Trade-Offs , 1977, IEEE Transactions on Systems, Man, and Cybernetics.

[93]  Peter Szolovits,et al.  Categorical and Probabilistic Reasoning in Medical Diagnosis , 1990, Artif. Intell..

[94]  D. Fryback.  Bayes' theorem and conditional nonindependence of data in medical diagnosis. , 1978, Computers and biomedical research, an international journal.

[95]  Ralph L. Keeney,et al.  The art of assessing multiattribute utility functions , 1977 .

[96]  Jerome A. Feldman,et al.  Decision Theory and Artificial Intelligence II: The Hungry Monkey , 1977, Cogn. Sci..

[97]  John B. Kidd,et al.  Decisions with Multiple Objectives—Preferences and Value Tradeoffs , 1977 .

[98]  Baruch Fischhoff,et al.  Calibration of Probabilities: The State of the Art , 1977 .

[99]  E H Shorthffe,et al.  Computer-based medical consultations mycin , 1976 .

[100]  Carl-Axel S. Staël von Holstein,et al.  Exceptional Paper---Probability Encoding in Decision Analysis , 1975 .

[101]  I. Coles.  Decision Analysis For An Experimental Robot With Unreliable Sensors , 1975, IJCAI.

[102]  M J Norusis,et al.  Diagnosis. I. Symptom nonindependence in mathematical models for diagnosis. , 1975, Computers and biomedical research, an international journal.

[103]  A. Tversky,et al.  Judgment under Uncertainty: Heuristics and Biases , 1974, Science.

[104]  F. T. de Dombal,et al.  Human and Computer-aided Diagnosis of Abdominal Pain: Further Report with Emphasis on Performance of Clinicians , 1974, British medical journal.

[105]  R. Dawes,et al.  Linear models in decision making. , 1974 .

[106]  Walter Jacobs,et al.  Robot Decisions Based on Maximizing Utility , 1973, IJCAI.

[107]  Gorry Ga,et al.  Computer-assisted clinical decision-making. , 1973 .

[108]  G. Gorry.  Computer-assisted clinical decision-making. , 1973, Methods of information in medicine.

[109]  Terry Winograd,et al.  Understanding natural language , 1974 .

[110]  R. Howard.  Proximal Decision Analysis , 1971 .

[111]  Terry Winograd,et al.  Procedures As A Representation For Data In A Computer Program For Understanding Natural Language , 1971 .

[112]  Ronald A. Howard,et al.  Decision analysis: Perspectives on inference, decision, and experimentation , 1970 .

[113]  M. Tribus.  Rational descriptions, decisions, and designs , 1969 .

[114]  Myron Tribus,et al.  What Do We Mean By Rational , 1969 .

[115]  G. Gorry,et al.  Experience with a model of sequential diagnosis. , 2011, Computers and biomedical research, an international journal.

[116]  Ronald A. Howard,et al.  The Foundations of Decision Analysis , 1968, IEEE Trans. Syst. Sci. Cybern..

[117]  W. F. Rousseau,et al.  A method for computing probabilities in complex situations , 1968 .

[118]  D. Hillman.  The probability of induction , 1963 .

[119]  Irving John Good,et al.  Subjective Probability as the Measure of a Non-measurable Set , 1962 .

[120]  Howard Raiffa,et al.  Applied Statistical Decision Theory. , 1961 .

[121]  H. Warner,et al.  A mathematical approach to medical diagnosis. Application to congenital heart disease. , 1961, JAMA.

[122]  H. Hartley.  THE EFFICIENCY OF INTERNAL REGRESSION FOR THE FITTING OF THE EXPONENTIAL REGRESSION , 1959 .

[123]  R. Sherman Lehman,et al.  On confirmation and rational betting , 1955, Journal of Symbolic Logic.

[124]  Abner Shimony,et al.  Coherence and the axioms of confirmation , 1955, Journal of Symbolic Logic.

[125]  H. Simon,et al.  A Behavioral Model of Rational Choice , 1955 .

[126]  L. J. Savage,et al.  The Foundations of Statistics , 1955 .

[127]  L. J. Savage,et al.  Probability and the weighing of evidence , 1951 .

[128]  L. Stein,et al.  Probability and the Weighing of Evidence , 1950 .

[129]  J. Neumann,et al.  Theory of games and economic behavior , 1945, 100 Years of Math Milestones.

[130]  L. M. M.-T..  Theory of Probability , 1929, Nature.

[131]  P. Laplace.  A Philosophical Essay On Probabilities , 1902 .

[132]  P. Deas.  Notes of a Case of Spontaneous Fracture of the Humerus and Femur, Resulting from Degeneration of the Bones , 1877, British medical journal.