ISBN: 3-540-66131-X
TITLE: Symbolic and Quantitative Approaches to Reasoning and Uncertainty
AUTHOR: Hunter, Anthony; Parsons, Simon (Eds.)
TOC:

On the dynamics of default reasoning
Grigoris Antoniou 1
Non-monotonic and paraconsistent reasoning: From basic entailments to plausible relations
Ofer Arieli and Arnon Avron 11
A comparison of systematic and local search algorithms for regular CNF formulas
Ramn Bjar and Felip Many 22
Query-answering in prioritized default logic
Farid Benhammadi, Pascal Nicolas and Torsten Schaub 32
Updating directed belief networks
Boutheina Ben Yaghlane and Khaled Mellouli 43
Inferring causal explanations
Philippe Besnard and Marie-Odile Cordier 55
A critique of inductive causation
Christian Borgelt and Rudolf Kruse 68
Connecting lexicographic with maximum entropy entailment
Rachel A. Bourne and Simon Parsons 80
Avoiding non-ground variables
Stefan Brning and Torsten Schaub 92
Anchoring symbols to vision data by fuzzy logic
Silvia Coradeschi and Alessandro Saffiotti 104
Filtering vs revision and update: Let us debate!
Corine Cossart and Catherine Tessier 116
Irrelevance and independence axioms in quasi-Bayesian theory
Fabio G. Cozman 128
Assessing the value of a candidate: A qualitative possibilistic approach
Didier Dubois, Michel Grabisch and Henri Prade 137
Learning default theories
Batrice Duval and Pascal Nicolas 148
Knowledge representation for inductive learning
Peter A. Flach 160
Handling inconsistency efficiently in the incremental construction of stratified belief bases
Eric Grgoire 168
Rough knowledge discovery and applications
J. W. Guan and D. A. Bell 179
Gradient descent training of Bayesian networks
Finn V. Jensen 190
Open default theories over closed domains: An extended abstract
Michael Kaminski 201
Shopbot economics
Jeffrey O. Kephart and Amy R. Greenwald 208
Optimized algorithm for learning Bayesian network from data
Fdia Khalfallah and Khaled Mellouli 221
Merging with integrity constraints
Sbastien Konieczny and Ramn Pino Prez 233
Boolean-like interpretation of Sugeno integral
Ivan Kramosil 245
An alternative to outward propagation for Dempster-Shafer belief functions
Norbert Lehmann and Rolf Haenni 256
On bottom-up pre-processing techniques for automated default reasoning
Thomas Linke and Torsten Schaub 268
Probabilisitc logic programming under maximum entropy
Thomas Lukasiewicz and Gabriele Kern-Isberner 279
Lazy propagation and independence of causal influence
Anders L. Madsen and Bruce D'Ambrosio 293
A Monte Carlo algorithm for combining Dempster-Shafer belief based on approximate pre-computation
Serafn Moral and Antonio Salmern 305
An extension of a linguistic negation model allowing us to deny nuanced property combinations
Daniel Pacholczyk 316
Argumentation and qualitative decision making
Simon Parsons and Shaw Green 328
Handling different forms of uncertainty in regression analysis: A fuzzy belief structure approach
Simon Petit-Renaud and Thierry Denoeux 340
State recognition in discrete dynamical systems using Petri nets and evidence theory
Michle Rombaut, Iman Jarkass and Thierry Denoeux 352
Robot navigation and map building with thevent calculus
Murray Shanahan and Mark Witkowski 362
Information fusion in the context of stock index prediction
Stefan Siekmann, Jrg Gebhardt and Rudolf Kruse 363
Defeasible goals
Leendert van der Torre 374
Logical deduction using the local computation framework
Nic Wilson and Jrme Mengin 386
Author Index 397
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