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Ai 2003 : Lecture Notes in Artificial Intelligence - Tomas Gedeon

Ai 2003

Lecture Notes in Artificial Intelligence

By: Tomas Gedeon (Editor), Lance C.C. Fung (Editor)

Paperback

Published: January 2004
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This book constitutes the refereed proceedings of the 16th Australian Conference on Artificial Intelligence, AI 2003, held in Perth, Australia in December 2003.The 87 revised full papers presented together with 4 keynote papers were carefully reviewed and selected from 179 submissions. The papers are organized in topical sections on ontologies, problem solving, knowledge discovery and data mining, expert systems, neural network applications, belief revision and theorem proving, reasoning and logic, machine learning, AI applications, neural computing, intelligent agents, computer vision, medical applications, machine learning and language, AI and business, soft computing, language understanding, and theory.

Discovery of Emerging Patterns and Their Use in Classificationp. 1
Robot Soccer: Science or Just Fun and Games?p. 12
On How to Learn from a Stochastic Teacher or a Stochastic Compulsive Liar of Unknown Identityp. 24
Multimedia Analysis and Synthesisp. 41
Modelling Message Handling Systemp. 53
A New Approach for Concept-Based Web Searchp. 65
Representing the Spatial Relations in the Semantic Web Ontologiesp. 77
Inductive Construction of Ontologies from Formal Concept Analysisp. 88
Dynamic Variable Filtering for Hard Random 3-SAT Problemsp. 100
A Proposal of an Efficient Crossover Using Fitness Prediction and Its Applicationp. 112
A New Hybrid Genetic Algorithm for the Robust Graph Coloring Problemp. 125
Estimating Problem Metrics for SAT Clause Weighting Local Searchp. 137
Information Extraction via Path Mergingp. 150
Natural Language Agreement Description for Reversible Grammarsp. 161
Token Identification Using HMM and PPM Modelsp. 173
Korean Compound Noun Term Analysis Based on a Chart Parsing Techniquep. 186
A Language Modeling Approach to Search Distributed Text Databasesp. 196
Combining Multiple Host-Based Detectors Using Decision Treep. 208
Association Rule Discovery with Unbalanced Class Distributionsp. 221
Efficiently Mining Frequent Patterns from Dense Datasets Using a Cluster of Computersp. 233
Weighted MCRDR: Deriving Information about Relationships between Classifications in MCRDRp. 245
Fuzzy Cognitive Map Learning Based on Nonlinear Hebbian Rulep. 256
MML Inference of Decision Graphs with Multi-way Joins and Dynamic Attributesp. 269
Selection of Parameters in Building Fuzzy Decision Treesp. 282
Tool Condition Monitoring in Drilling Using Artificial Neural Networksp. 293
Software Verification of Redundancy in Neuro-Evolutionary Roboticsp. 302
A Firearm Identification System Based on Neural Networksp. 315
Predicting the Australian Stock Market Index Using Neural Networks Exploiting Dynamical Swings and Intermarket Influencesp. 327
A Tableaux System for Deontic Interpreted Systemsp. 339
Decidability of Propositionally Quantified Logics of Knowledgep. 352
Some Logics of Belief and Disbeliefp. 364
Axiomatic Analysis of Negotiation Protocolsp. 377
A Probabilistic Line Breaking Algorithmp. 390
Semiring-Valued Satisfiabilityp. 402
A Defeasible Logic of Policy-Based Intentionp. 414
Dynamic Agent Ordering in Distributed Constraint Satisfaction Problemsp. 427
On Why Discretization Works for Naive-Bayes Classifiersp. 440
Adjusting Dependence Relations for Semi-Lazy TAN Classifiersp. 453
Reduction of Non Deterministic Automata for Hidden Markov Model Based Pattern Recognition Applicationsp. 466
Unsupervised Learning of Correlated Multivariate Gaussian Mixture Models Using MMLp. 477
Cooperative Learning in Self-Organizing E-Learner Communities Based on a Multi-Agents Mechanismp. 490
The Effects of Material, Tempo and Search depth on Win-Loss Ratios in Chessp. 501
Using Multiple Classification Ripple Down Rules for Intelligent Tutoring System's Knowledge Acquisitionp. 511
Model-Based Reinforcement Learning for Alternating Markov Gamesp. 520
HLabelSOM: Automatic Labelling of Self Organising Maps toward Hierarchical Visualisation for Information Retrievalp. 532
Using Images to Compare Two Constructive Network Techniquesp. 544
Pareto Neuro-Ensemblesp. 554
Predicting the Distribution of Discrete Spatial Events Using Artificial Neural Networksp. 567
Learning Action Selection Network of Intelligent Agentp. 578
A Dynamic Self-Organizing E-Learner Communities with Improved Multi-agent Matchmaking Algorithmp. 590
Learning to Survive: Increased Learning Rates by Communication in a Multi-agent Systemp. 601
An Infrastructure for Agent Collaboration in Open Environmentsp. 612
Fingerprint Images Segmentation Using Two Stages Coarse to Fine Discrimination Techniquep. 624
Automatic Fingerprint Center Point Determination by Using Modified Directional Field and Morphologyp. 633
Convolutional Neural Networks for Image Processing: An Application in Robot Visionp. 641
Towards Automated Creation of Image Interpretation Systemsp. 653
Dealing with Decision Costs in CBR in Medical Applicationsp. 666
A Case Study in Feature Invention for Breast Cancer Diagnosis Using X-Ray Scatter Imagesp. 677
Effectiveness of A Direct Speech Transform Method Using Inductive Learning from Laryngectomee Speech to Normal Speechp. 686
Robustness for Evaluating Rule's Generalization Capability in Data Miningp. 699
Choosing Learning Algorithms Using Sign Tests with High Replicabilityp. 710
Evaluating a Nearest-Neighbor Method to Substitute Continuous Missing Valuesp. 723
Single-Class Classification Augmented with Unlabeled Data: A Symbolic Approachp. 735
C3: A New Learning Scheme to Improve Classification of Rare Category Emailsp. 747
A New Approach for Scientific Citation Classification Using Cue Phrasesp. 759
Automatic Dialogue Segmentation Using Discourse Chunkingp. 772
On Using Prototype Reduction Schemes and Classifier Fusion Strategies to Optimize Kernel-Based Nonlinear Subspace Methodsp. 783
Noise Tolerance of EP-Based Classifiersp. 796
Guided Operators for a Hyper-Heuristic Genetic Algorithmp. 807
Translating Novelty of Business Model into Terms of Modal Logicsp. 821
An eNegotiation Frameworkp. 833
Teaching Computational Intelligent Techniques with Real-Life Problems in Stock Tradingp. 847
Finding Optimal Architectures and Weights for ANN: A Combined Hierarchical Approachp. 857
Race Car Chassis Tuning Using Artificial Neural Networksp. 866
Applications of Soft Computing for Musical Instrument Classificationp. 878
Nonlinear Time Series Prediction Based on Lyapunov Theory-Based Fuzzy Neural Network and Multiobjective Genetic Algorithmp. 890
A Unified Stochastic Architecture for Spoken Dialogue Systemsp. 899
Evaluating Corpora for Named Entity Recognition Using Character-Level Featuresp. 910
Active Learning: Applying RinSCut Thresholding Strategy a Uncertainty Samplingp. 922
The Effect of Evolved Attributes on Classification Algorithms
Semi-Automatic Construction of Metadata from a Series of Web Documentsp. 942
Constructive Plausible Logic Is Relatively Consistentp. 954
Heuristic Search Algorithms Based on Symbolic Data Structuresp. 966
BN+BN: Behavior Network with Bayesian Network for Intelligent Agentp. 979
Effectiveness of Syntactic Information for Document Classificationp. 992
Off-Line Signature Verification and Forgery Detection System Based on Fuzzy Modelingp. 1003
Case Study: A Course Advisor Expert Systemp. 1014
Applications of the Ecological Visualization System Using Artificial Neural Network and Mathematical Analysisp. 1027
Dynamic Games to Assess Network Value and Performancep. 1038
Design and Implementation of an Intelligent Information Infrastructurep. 1051
MML Classification of Music Genresp. 1063
Author Indexp. 1073
Table of Contents provided by Blackwell. All Rights Reserved.

ISBN: 9783540206460
ISBN-10: 3540206469
Series: Lecture Notes in Artificial Intelligence
Audience: Professional
Format: Paperback
Language: English
Number Of Pages: 1078
Published: January 2004
Publisher: Springer-Verlag Berlin and Heidelberg Gmbh & Co. Kg
Country of Publication: DE
Dimensions (cm): 23.5 x 15.5  x 5.46
Weight (kg): 1.62