Books in Shelfclass 2.M, Uncertainty, probabilistic reasoning, causality & graphical models:

Number of books: 114

Shelfclass Sortkey Title
2.M ASHER, HERBERT B Causal Modeling
2.M ATTOH-OKINE, NII O Applied Research in Uncertainty Modeling and Analysis
2.M AYYUB, BILAL M Analysis and Management of Uncertainty: Theory and Applications
2.M BACCHUS, FAHIEM Representing and Reasoning with Probabilistic Knowledge: A Logical Approach to Probabilities
2.M BALDWIN, J. F Fril - Fuzzy and Evidential Reasoning in Artificial Intelligence
2.M BANDEMER, HANS-WALTER Mathematics of Uncertainty: Ideas, Methods, Application Problems
2.M BEYTH-MAROM, RUTH An Elementary Approach to Thinking under Uncertainty
2.M BLACK, PAUL K Models of Inexact Reasoning
2.M BLALOCK, HUBERT M Causal Inferences in Nonexperimental Research
2.M BLALOCK, HUBERT M Causal Models in the Social Sciences
2.M BORGELT, CHRISTIAN Graphical Models: Methods for Data Analysis and Mining
2.M BUBNICKI, ZDZISLAW Uncertain Logics, Variables and Systems
2.M CACUCI, DAN G Sensitivity and Uncertainty Analysis: Volume II: Applications to Large-Scale Systems
2.M CAPEL, H. W Chance and Uncertainty: Their Role in Various Disciplines
2.M CARNAP, RUDOLF Logical Foundations of Probability
2.M CASTILLO, ENRIQUE Expert Systems and Probabilistic Network Models
2.M COHEN, L. JONATHAN The Probable and the Provable
2.M COHEN, PAUL R Heuristic Reasoning about Uncertainty: An Artificial Intelligence Approach
2.M COLETTI, GIULIANELLA Mathematical Models for Handling Partial Knowledge in Artificial Intelligence
2.M COLETTI, GIULIANELLA Probabilistic Logic in a Coherent Setting
2.M COOKE, ROGER M Experts in Uncertainty: Opinion and Subjective Probability in Science
2.M COWELL, ROBERT G Probabilistic Networks and Expert Systems
2.M COX, RICHARD T The Algebra of Probable Inference
2.M DELLA RICCIA, G Mathematical and Statistical Methods in Artificial Intelligence: Proceedings of the ISSEK94 Workshop
2.M DORN, GEORG J. W Deductive, Probabilistic and Inductive Dependence: An Axiomatic Study in Probability Semantics
2.M DOWE, PHIL Physical Causation
2.M EELLS, ELLERY Probabilistic Causality
2.M EELLS, ELLERY Rational Decision and Causality
2.M GÁMEZ, JOSÉ A Advances in Bayesian Networks
2.M GEFFNER, HECTOR Default Reasoning: Causal and Conditional Theories
2.M GELMAN, ANDREW Applied Bayesian Modeling and Causal Inference from Incomplete-Data Perspectives: An Essential Journey with Donald Rubin's Statistical Family
2.M GIL-ALUJA, JAIME Fuzzy Sets in the Management of Uncertainty
2.M GILLIES, D. A An Objective Theory of Probability
2.M GLÖCKNER, INGO Fuzzy Quantifiers: A Computational Theory
2.M GLYMOUR, CLARK Theory and Evidence
2.M GOERTZEL, BEN Probabilistic Logic Networks: A Comprehensive Framework for Uncertain Inference
2.M GOOD, I. J Probability and the Weighing of Evidence
2.M GOODMAN, IRWIN R Conditional Inference and Logic for Intelligent Systems: A Theory of Measure-Free Conditioning
2.M GOODMAN, IRWIN R Conditional Logic in Expert Systems
2.M GOODMAN, IRWIN R Uncertainty Models for Knowledge-Based Systems: A Unified Approach to the Measurement of Uncertainty
2.M GRABISCH, MICHEL Fundamentals of Uncertainty Calculi with Applications to Fuzzy Inference
2.M GREEN, PETER J Highly Structured Stochastic Systems
2.M GUPTA, MADAN M Approximate Reasoning in Expert Systems
2.M GUPTA, MADAN M Fuzzy Automata and Decision Processes
2.M HACKING, IAN The Emergence of Probability: A Philosophical Study of Early Ideas about Probability, Induction and Statistical Inference
2.M HAILPERIN, THEODORE Sentential Probability Logic: Origins, Development, Current Status, and Technical Applications
2.M HÁJEK, PETR Uncertain Information Processing in Expert Systems
2.M HALPERN, JOSEPH Y Reasoning about Uncertainty
2.M HAND, DAVID J AI and Computer Power: The Impact on Statistics
2.M HARPER, WILLIAM L Causation in Decision, Belief Change, and Statistics: Proceedings of the Irvine Conference on Probability and Causation: Volume II
2.M HISDAL, ELLEN Logical Structures for Representation of Knowledge and Uncertainty
2.M HORN, WERNER Causal AI models: Steps Toward Applications
2.M HOWSON, COLIN Scientific Reasoning: the Bayesian Approach
2.M HUNTER, ANTHONY Applications of Uncertainty Formalisms
2.M JENSEN, FINN V Bayesian Networks and Decision Graphs
2.M KAHNEMAN, DANIEL Judgment under Uncertainty: Heuristics and Biases
2.M KANDEL, ABRAHAM Fuzzy Mathematical Techniques with Applications
2.M KATZAN, HARRY Managing Uncertainty: A Pragmatic Approach
2.M KENNY, DAVID A. Correlation and Causality
2.M KLIR, GEORGE J Uncertainty-Based Information: Elements of Generalized Information Theory
2.M KOHLAS, JÜRG A Mathematical Theory of Hints: An Approach to the Dempster-Shafer Theory of Evidence
2.M KOHLAS, JÜRG Information Algebras: Generic Structures for Inference
2.M KRAMOSIL, IVAN Probabilistic Analysis of Belief Functions
2.M KRAUSE, PAUL Representing Uncertain Knowledge: An Artificial Intelligence Approach
2.M KRUSE, RUDOLF Uncertainty and Vagueness in Knowledge Based Systems: Numerical Methods
2.M KUROWICKA, DOROTA Uncertainty Analysis with High Dimensional Dependence Modelling
2.M KURZHANSKI, ALEXANDER B Modeling Techniques for Uncertain Systems: Proceedings of a Conference Held in Sopron, Hungary, July 1992
2.M KYBURG, HENRY E Probability and the Logic of Rational Belief
2.M KYBURG, HENRY E Studies in Subjective Probability
2.M KYBURG, HENRY E Uncertain Inference
2.M LAURITZEN, STEFFEN L Graphical Models
2.M LAWRY, JONATHAN Modelling with Words: Learning, Fusion, and Reasoning within a Formal Linguistic Representation Framework
2.M LEE, E. STANLEY Fuzzy and Evidence Reasoning
2.M LI, SHOUMEI Limit Theorems and Applications of Set-Valued and Fuzzy Set-Valued Random Variables
2.M LIU, BAODING Uncertainty Theory: An Introduction to its Axiomatic Foundations
2.M LIU, WEIRU Propositional, Probabilistic and Evidential Reasoning: Integrating Numerical and Symbolic Approaches
2.M LÓPEZ DE MÁNTARAS, RAMON Approximate Reasoning Models
2.M MALMNÄS, PER-ERIK From Qualitative to Quantitative Probability
2.M MARI, DOMINIQUE DROUET Correlation and Dependence
2.M MARTIN, T. P Logic Programming and Soft Computing
2.M MASUCH, MICHAEL Knowledge Representation and Reasoning under Uncertainty: logic at work
2.M MCIVER, ANNABELLE Abstraction, Refinement and Proof for Probabilistic Systems
2.M MCKIM, VAUGHN R Causality in Crisis?: Statistical Methods and the Search for Causal Knowledge in the Social Sciences
2.M MOTRO, AMIHAI Uncertainty Management in Information Systems: From Needs to Solutions
2.M NEAPOLITAN, RICHARD E Probabilistic Reasoning in Expert Systems: Theory and Algorithms
2.M OLIVER, ROBERT M Influence Diagrams, Belief Nets and Decision Analysis
2.M OLSSON, ERIK J Against Coherence: Truth, Probability, and Justification
2.M OSTEYEE, DAVID BRIDSTON Information, Weight of Evidence, the Singularity Between Probability Measures and Signal Detection
2.M PARIS, J. B The Uncertain Reasoner's Companion: A Mathematical Perspective
2.M PARSONS, SIMON Qualitative Methods for Reasoning under Uncertainty
2.M PAWLAK, ZDZISLAW Rough Sets: Theoretical Aspects of Reasoning about Data
2.M PEARL, JUDEA Causality: Models, Reasoning, and Inference
2.M PEARL, JUDEA Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference
2.M PEAT, F. DAVID From Certainty to Uncertainty: The Story of Science and Ideas in the Twentieth Century
2.M REICHENBACH, HANS The Theory of Probability: An Inquiry into the Logical and Mathematical Foundations of the Calculus of Probability
2.M SCHUM, DAVID A The Evidential Foundations of Probabilistic Reasoning
2.M SCOZZAFAVA, ROMANO Probabilistic Methods in Expert Systems: proceedings of the International Workshop, Roma, 14-15 Ottobre, 1993
2.M SHAFER, GLENN A Mathematical Theory of Evidence
2.M SHAFER, GLENN Probabilistic Expert Systems
2.M SHAFER, GLENN Readings in Uncertain Reasoning
2.M SKLAR, LAWRENCE The Philosophy of Science - A Collection of Essays: Bayesian and Non-Inductive Methods
2.M SKYRMS, BRIAN Causation, Chance, and Credence: Proceedings of the Irvine Conference on Probability and Causation
2.M STUDENÝ, MILAN Probabilistic Conditional Independence Structures
2.M SUPPES, PATRICK A Probabilistic Theory of Causality
2.M TAYLOR, JOHN R An Introduction to Error Analysis: The Study of Uncertainties in Physical Measurements
2.M VENN, JOHN The Logic of Chance
2.M VON FURSTENBERG, GEORGE M Acting Under Uncertainty: Multidisciplinary Conceptions
2.M WEICHSELBERGER, KURT A Methodology for Uncertainty in Knowledge-Based Systems
2.M WHITTAKER, JOE Graphical Models in Applied Multivariate Statistics
2.M WOODWARD, JAMES Making Things Happen: A Theory of Causal Explanation
2.M XIANG, YANG Probabilistic Reasoning in Multiagent Systems: A Graphical Models Approach
2.M YAGER, RONALD R Advances in the Dempster-Shafer Theory of Evidence
2.M ZADEH, LOTFI A Fuzzy Logic for the Management of Uncertainty
2.M ZIMAN, JOHN M Reliable Knowledge: An Exploration of the Grounds for Belief in Science