Symbolic and Quantitative Approaches to Reasoning with Uncertainty : 9th European Conference, ECSQARU 2007, Hammamet, Tunisia, October 31 - November 2, 2007, Proceedings / edited by Khaled Mellouli.

Format:

Book

Contributor:

Mellouli, Khaled, editor.

SpringerLink (Online service)

Series:

Computer Science (Springer-11645)

Lecture notes in computer science. Lecture notes in artificial intelligence ; 4724.

Lecture Notes in Artificial Intelligence ; 4724

Language:

English

Subjects (All):

Artificial intelligence.

Logic, Symbolic and mathematical.

Artificial Intelligence.

Mathematical Logic and Formal Languages.

Local Subjects:

Artificial Intelligence.

Mathematical Logic and Formal Languages.

Physical Description:

1 online resource (XV, 916 pages).

Edition:

First edition 2007.

Contained In:

Springer eBooks

Place of Publication:

Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2007.

System Details:

text file PDF

Contents:

Invited Talks

Pattern Recognition and Information Fusion Using Belief Functions: Some Recent Developments

Causality and Dynamics of Beliefs in Qualitative Uncertainty Frameworks

Elements of Argumentation

Causal Networks

Causal Graphical Models with Latent Variables: Learning and Inference

Learning Causal Bayesian Networks from Incomplete Observational Data and Interventions

Belief Revision and Inconsistency Handling

Measuring Inconsistency for Description Logics Based on Paraconsistent Semantics

On the Dynamics of Total Preorders: Revising Abstract Interval Orders

Approaches to Constructing a Stratified Merged Knowledge Base

Syntactic Propositional Belief Bases Fusion with Removed Sets

COBA 2.0: A Consistency-Based Belief Change System

An Algorithm for Computing Inconsistency Measurement by Paraconsistent Semantics

How Dirty Is Your Relational Database? An Axiomatic Approach

Logics Under Uncertainty

A Top-Down Query Answering Procedure for Normal Logic Programs Under the Any-World Assumption

Measure Logic

Weak Implication in Terms of Conditional Uncertainty Measures

Language Invariance and Spectrum Exchangeability in Inductive Logic

Best Approximation of Ruspini Partitions in Gödel Logic

A Logical Approach to Qualitative and Quantitative Reasoning

Description Logic Programs Under Probabilistic Uncertainty and Fuzzy Vagueness

From DEL to EDL: Exploring the Power of Converse Events

Argumentation Systems

Comparing Argumentation Semantics with Respect to Skepticism

An Algorithm for Computing Semi-stable Semantics

The Logical Handling of Threats, Rewards, Tips, and Warnings

On the Acceptability of Incompatible Arguments

Handling Ignorance in Argumentation: Semantics of Partial Argumentation Frameworks

Dialectical Proof Theories for the Credulous Prudent Preferred Semantics of Argumentation

Towards an Extensible Argumentation System

Dialectical Explanations in Defeasible Argumentation

Arguing over Actions That Involve Multiple Criteria: A Critical Review

Belief Functions

Shared Ordered Binary Decision Diagrams for Dempster-Shafer Theory

Cautious Conjunctive Merging of Belief Functions

Consonant Belief Function Induced by a Confidence Set of Pignistic Probabilities

On the Orthogonal Projection of a Belief Function

On Latent Belief Structures

The DSm Approach as a Special Case of the Dempster-Shafer Theory

Interpreting Belief Functions as Dirichlet Distributions

Forward-Backward-Viterbi Procedures in the Transferable Belief Model for State Sequence Analysis Using Belief Functions

Uncertainty in Semantic Ontology Mapping: An Evidential Approach

Learning and Classification

Measures of Ruleset Quality Capable to Represent Uncertain Validity

A Discriminative Learning Method of TAN Classifier

Discriminative vs. Generative Learning of Bayesian Network Classifiers

PADUA Protocol: Strategies and Tactics

A Semi-naive Bayes Classifier with Grouping of Cases

Split Criterions for Variable Selection Using Decision Trees

Inference and Learning in Multi-dimensional Bayesian Network Classifiers

Combining Decision Trees Based on Imprecise Probabilities and Uncertainty Measures

Belief Classification Approach Based on Generalized Credal EM

Bayesian Networks and Probabilistic Reasoning

Logical Compilation of Bayesian Networks with Discrete Variables

Local Monotonicity in Probabilistic Networks

Independence Decomposition in Dynamic Bayesian Networks

Average and Majority Gates: Combining Information by Means of Bayesian Networks

A Fast Hill-Climbing Algorithm for Bayesian Networks Structure Learning

On Directed and Undirected Propagation Algorithms for Bayesian Networks

Reasoning About Preferences

Lexicographic Refinements of Sugeno Integrals

Algebraic Structures for Bipolar Constraint-Based Reasoning

A Revised Qualitative Choice Logic for Handling Prioritized Preferences

An Abstract Theory of Argumentation That Accommodates Defeasible Reasoning About Preferences

Relaxing Ceteris Paribus Preferences with Partially Ordered Priorities

Reasoning and Decision Making Under Uncertainty

Conceptual Uncertainty and Reasoning Tools

Reasoning with an Incomplete Information Exchange Policy

Qualitative Constraint Enforcement in Advanced Policy Specification

A Qualitative Hidden Markov Model for Spatio-temporal Reasoning

A Multiobjective Resource-Constrained Project-Scheduling Problem

Game Theory

Extending Classical Planning to the Multi-agent Case: A Game-Theoretic Approach

Dependencies Between Players in Boolean Games

Fuzzy Sets and Fuzzy Logic

The Use of Fuzzy t-Conorm Integral for Combining Classifiers

Integrated Query Answering with Weighted Fuzzy Rules

On Decision Support Under Risk by the WOWA Optimization

Transposing the Sociology of Organized Action into a Fuzzy Environment

Possibility Theory

An Axiomatization of Conditional Possibilistic Preference Functionals

Conflict Analysis and Merging Operators Selection in Possibility Theory

Extending Description Logics with Uncertainty Reasoning in Possibilistic Logic

Information Affinity: A New Similarity Measure for Possibilistic Uncertain Information

Applications

Measuring the Quality of Health-Care Services: A Likelihood-Based Fuzzy Modeling Approach

Automatic Indexing from a Thesaurus Using Bayesian Networks: Application to the Classification of Parliamentary Initiatives

A Genetic Programming Classifier Design Approach for Cell Images

Use of Radio Frequency Identification for Targeted Advertising: A Collaborative Filtering Approach Using Bayesian Networks

Development of an Intelligent Assessment System for Solo Taxonomies Using Fuzzy Logic.

Other Format:

Printed edition:

ISBN:

978-3-540-75256-1

9783540752561

Access Restriction:

Restricted for use by site license.