Artificial Intelligence Arrives to the 21st Century

Properties of Markovian subgraphs of a decomposable graph p. 15 Pre-conceptual schema : a conceptual-graph-like knowledge representation for requirements elicitation p. 27 A recognition-inference procedure for a knowledge representation scheme based on fuzzy petri nets p. 38 Inference scheme for order-sorted logic using noun phrases with variables as sorts p. 49 Answer set general theories and preferences p. 59 A framework for the E-R computational creativity model p. 70 First-Order interval type-1 non-singleton type-2 TSK fuzzy logic systems p. 81 Fuzzy state estimation of discrete event systems p. 90 Real-time adaptive fuzzy motivations for evolutionary behavior learning by a mobile robot p. 101 Fuzzy-based adaptive threshold determining method for the interleaved authentication in sensor networks p. 112 A fuzzy logic model for software development effort estimation at personal level p. 122 Reconfigurable networked fuzzy Takagi Sugeno control for magnetic levitation case study p. 134 Automatic estimation of the fusion method parameters to reduce rule base of fuzzy control complex systems p. 146 A fault detection system design for uncertain T-S fuzzy systems p. 156 An uncertainty model for a diagnostic expert system based on fuzzy algebras of strict monotonic operations p. 165 A connectionist fuzzy case-based reasoning model p. 175 Error bounds between marginal probabilities and beliefs of loopy belief propagation algorithm p. 186 Applications of Gibbs measure theory to loopy belief propagation algorithm p. 197 A contingency analysis of LeActiveMath's learner model p. 208 Constructing virtual sensors using probabilistic reasoning p. 218 Solving hybrid Markov decision processes p. 227 Comparing fuzzy naive Bayes and Gaussian naive bayes for decision making in RoboCup 3D p. 237 Using the beliefs of self-efficacy to improve the effectiveness of ITS : an empirical study p. 248 Qualitative reasoning and bifurcations in dynamic systems p. 259 Introducing partitioning training set strategy to intrinsic incremental evolution p. 272 Evolutionary method for nonlinear systems of equations p. 283 A multi-objective particle swarm optimizer hybridized with scatter search p. 291 An interval approach for weight's initialization of feedforward neural networks p. 305 Aggregating regressive estimators : gradient-based neural network ensemble p. 316 The adaptive learning rates of extended Kalman filter based training algorithm for wavelet neural networks p. 327 Multistage neural network metalearning with application to foreign exchange rates forecasting p. 338