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AI 2006 : advances in artificial intelligence : 19th Australian Joint Conference on Artificial Intelligence, Hobart, Australia, December 4-8, 2006 : proceedings

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Cover of 'AI 2006 : advances in artificial intelligence : 19th Australian Joint Conference on Artificial Intelligence, Hobart, Australia, December 4-8, 2006 : proceedings'

Table of Contents

  1. Altmetric Badge
    Book Overview
  2. Altmetric Badge
    Chapter 1 What Can We Do with Graph-Structured Data? – A Data Mining Perspective
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    Chapter 2 Morphological Computation – Connecting Brain, Body, and Environment
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    Chapter 3 Interaction-Oriented Programming: Concepts, Theories, and Results on Commitment Protocols
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    Chapter 4 Symmetry Breaking
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    Chapter 5 Heyting Domains for Constraint Abduction
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    Chapter 6 Feedback in Multimodal Self-organizing Networks Enhances Perception of Corrupted Stimuli
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    Chapter 7 Identification of Fuzzy Relation Model Using HFC-Based Parallel Genetic Algorithms and Information Data Granulation
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    Chapter 8 Evaluation of Incremental Knowledge Acquisition with Simulated Experts
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    Chapter 9 Finite Domain Bounds Consistency Revisited
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    Chapter 10 Speeding Up Weighted Constraint Satisfaction Using Redundant Modeling
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    Chapter 11 Verification of Multi-agent Systems Via Bounded Model Checking
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    Chapter 12 Logical Properties of Belief-Revision-Based Bargaining Solution
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    Chapter 13 Knowledge Compilation for Belief Change
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    Chapter 14 Design Methodologies of Fuzzy Set-Based Fuzzy Model Based on GAs and Information Granulation
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    Chapter 15 $\mathcal{ALE}$ Defeasible Description Logic
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    Chapter 16 AI 2006: Advances in Artificial Intelligence
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    Chapter 17 Forgetting and Knowledge Update
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    Chapter 18 Enhanced Temporal Difference Learning Using Compiled Eligibility Traces
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    Chapter 19 A Simple Artificial Immune System (SAIS) for Generating Classifier Systems
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    Chapter 20 Selection for Feature Gene Subset in Microarray Expression Profiles Based on an Improved Genetic Algorithm
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    Chapter 21 An Efficient Alternative to SVM Based Recursive Feature Elimination with Applications in Natural Language Processing and Bioinformatics
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    Chapter 22 Efficient AUC Learning Curve Calculation
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    Chapter 23 Learning Hybrid Bayesian Networks by MML
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    Chapter 24 A Novel Nearest Neighbor Classifier Based on Adaptive Nonparametric Separability
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    Chapter 25 AI 2006: Advances in Artificial Intelligence
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    Chapter 26 Parallel Chaos Immune Evolutionary Programming
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    Chapter 27 Classification of Lung Disease Pattern Using Seeded Region Growing
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    Chapter 28 Voting Massive Collections of Bayesian Network Classifiers for Data Streams
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    Chapter 29 Feature Weighted Minimum Distance Classifier with Multi-class Confidence Estimation
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    Chapter 30 z-SVM: An SVM for Improved Classification of Imbalanced Data
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    Chapter 31 GP for Object Classification: Brood Size in Brood Recombination Crossover
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    Chapter 32 IPSOM: A Self-organizing Map Spatial Model of How Humans Complete Interlocking Puzzles
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    Chapter 33 Mining Generalised Emerging Patterns
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    Chapter 34 Using Attack-Specific Feature Subsets for Network Intrusion Detection
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    Chapter 35 Time Series Analysis Using Fractal Theory and Online Ensemble Classifiers
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    Chapter 36 MML Mixture Models of Heterogeneous Poisson Processes with Uniform Outliers for Bridge Deterioration
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    Chapter 37 Extracting Structural Features Among Words from Document Data Streams
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    Chapter 38 Clustering Similarity Comparison Using Density Profiles
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    Chapter 39 Efficient Mining of Frequent Itemsets in Distorted Databases
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    Chapter 40 Improved Support Vector Machine Generalization Using Normalized Input Space
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    Chapter 41 An Efficient Similarity Measure for Clustering of Categorical Sequences
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    Chapter 42 SDI: Shape Distribution Indicator and Its Application to Find Interrelationships Between Physical Activity Tests and Other Medical Measures
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    Chapter 43 A Flexible Framework for SharedPlans
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    Chapter 44 An Analysis of Three Puzzles in the Logic of Intention
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    Chapter 45 Building Intelligent Negotiating Agents
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    Chapter 46 AI 2006: Advances in Artificial Intelligence
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    Chapter 47 Application of OWA Based Classifier Fusion in Diagnosis and Treatment offering for Female Urinary Incontinence
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    Chapter 48 Automatic Generation of Funny Cartoons Diary for Everyday Mobile Life
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    Chapter 49 Welfare Interface Using Multiple Facial Features Tracking
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    Chapter 50 Towards an Efficient Implementation of a Video-Based Gesture Interface
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    Chapter 51 Turkish Fingerspelling Recognition System Using Axis of Least Inertia Based Fast Alignment
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    Chapter 52 Vehicle Tracking and Traffic Parameter Extraction Based on Discrete Wavelet Transform
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    Chapter 53 Neural Net Based Division of an Image Blob of People into Parts of Constituting Individuals
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    Chapter 54 Applying Learning Vector Quantization Neural Network for Fingerprint Matching
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    Chapter 55 Moving Object Detecting Using Gradient Information, Three-Frame-Differencing and Connectivity Testing
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    Chapter 56 3D Morphable Model Parameter Estimation
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    Chapter 57 Reconstructing Illumination Environment by Omnidirectional Camera Calibration
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    Chapter 58 Color Region Tracking Against Brightness Changes
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    Chapter 59 A Comparative Study of Information-Gathering Approaches for Answering Help-Desk Email Inquiries
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    Chapter 60 A Language Independent n -Gram Model for Word Segmentation
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    Chapter 61 TreeWrapper: Automatic Data Extraction Based on Tree Representation
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    Chapter 62 Incorporating Pageview Weight into an Association-Rule-Based Web Recommendation System
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    Chapter 63 Neural Networks Fusion to Overlay Control System for Lithography Process
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    Chapter 64 Polynomial Pipelined Neural Network and Its Application to Financial Time Series Prediction
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    Chapter 65 Using Neural Networks to Tune the Fluctuation of Daily Financial Condition Indicator for Financial Crisis Forecasting
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    Chapter 66 Predicting Stock Market Time Series Using Evolutionary Artificial Neural Networks with Hurst Exponent Input Windows
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    Chapter 67 BDDRPA*: An Efficient BDD-Based Incremental Heuristic Search Algorithm for Replanning
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    Chapter 68 A Move Generating Algorithm for Hex Solvers
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    Chapter 69 A Genetic Algorithm for Integration of Process Planning and Scheduling in a Job Shop
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    Chapter 70 A Robust Shape Retrieval Method Based on Hough-Radii
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    Chapter 71 Intelligent Control of Mobile Agent Based on Fuzzy Neural Network in Intelligent Robotic Space
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    Chapter 72 Neuromuscular-Like Control for an Artificial Finger with SMA Actuators
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    Chapter 73 Studies on Motion Control of a Modular Robot Using Cellular Automata
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    Chapter 74 A Novel Evolutionary Algorithm for Multi-constrained Path Selection
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    Chapter 75 ODE: A Fast and Robust Differential Evolution Based on Orthogonal Design
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    Chapter 76 Cancer Classification by Kernel Principal Component Self-regression
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    Chapter 77 Content-Based Classification of Images Using Centroid Neural Network with Divergence Measure
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    Chapter 78 Solving a Constraint Satisfaction Problem for Frequency Assignment in Low Power FM Broadcasting
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    Chapter 79 An Intelligent Mobile Learning System for On-the-Job Training of Luxury Brand Firms
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    Chapter 80 Studying the Performance of Unified Particle Swarm Optimization on the Single Machine Total Weighted Tardiness Problem
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    Chapter 81 Classification of Bio-data with Small Data Set Using Additive Factor Model and SVM
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    Chapter 82 Study of Dynamic Decoupling Method for Multi-axis Sensor Based on Niche Genetic Algorithm
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    Chapter 83 User Action Based Adaptive Learning with Weighted Bayesian Classification for Filtering Spam Mail
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    Chapter 84 A Novel Clonal Selection Algorithm for Face Detection
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    Chapter 85 Hardware Implementation of Temporal Nonmonotonic Logics
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    Chapter 86 Improvement of HSOFPNN Using Evolutionary Algorithm
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    Chapter 87 Data Clustering and Visualization Using Cellular Automata Ants
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    Chapter 88 A Neuro-fuzzy Inference System for the Evaluation of New Product Development Projects
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    Chapter 89 Extracting Minimum Unsatisfiable Cores with a Greedy Genetic Algorithm
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    Chapter 90 A Partitioned Portfolio Insurance Strategy by Relational Genetic Algorithm
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    Chapter 91 A Hybrid Genetic Algorithm for 2D FCC Hydrophobic-Hydrophilic Lattice Model to Predict Protein Folding
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    Chapter 92 Locality Preserving Projection on Source Code Metrics for Improved Software Maintainability
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    Chapter 93 Ensemble Prediction of Commercial Bank Failure Through Diversification of Input Features
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    Chapter 94 LRCA: Enhanced Energy-Aware Routing Protocol in MANETs
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    Chapter 95 Enabling Agent Oriented Programming Using CORBA-Based Object Interconnection Technology for Ubiquitous Computing
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    Chapter 96 An Improved E-Learner Communities Self-organizing Algorithm Based on Hebbian Learning Law
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    Chapter 97 An Expert System for Recovering Broken Relics Using 3-D Information
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    Chapter 98 Permutation Flow-Shop Scheduling Based on Multiagent Evolutionary Algorithm
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    Chapter 99 A Novel Mobile Epilepsy Warning System
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    Chapter 100 Modular Bayesian Networks for Inferring Landmarks on Mobile Daily Life
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    Chapter 101 A Bi-level Genetic Algorithm for Multi-objective Scheduling of Multi- and Mixed-Model Apparel Assembly Lines
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    Chapter 102 AI 2006: Advances in Artificial Intelligence
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    Chapter 103 Engineering Evolutionary Algorithm to Solve Multi-objective OSPF Weight Setting Problem
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    Chapter 104 Intelligent Face Recognition: Local Versus Global Pattern Averaging
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    Chapter 105 Economic Optimisation of an Ore Processing Plant with a Constrained Multi-objective Evolutionary Algorithm
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    Chapter 106 White and Color Noise Cancellation of Speech Signal by Adaptive Filtering and Soft Computing Algorithms
  108. Altmetric Badge
    Chapter 107 A Study on Time-of-Day Patterns for Internet User Using Recursive Partitioning Methods
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    Chapter 108 Development of Data Miner for the Ship Design Based on Polynomial Genetic Programming
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    Chapter 109 Detecting Giant Solar Flares Based on Sunspot Parameters Using Bayesian Networks
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    Chapter 110 The Virtual Reality Brain-Computer Interface System for Ubiquitous Home Control
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    Chapter 111 Verb Prediction and the Use of Particles for Generating Sentences in AAC System
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    Chapter 112 Abnormal Behavior Detection for Early Warning of Terrorist Attack
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    Chapter 113 A Two-Stage Region-Based Image Retrieval Approach Using Combined Color and Texture Features
  115. Altmetric Badge
    Chapter 114 Beyond Accuracy, F-Score and ROC: A Family of Discriminant Measures for Performance Evaluation
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    Chapter 115 Hybrid O ( $n \sqrt{n}$ ) Clustering for Sequential Web Usage Mining
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    Chapter 116 Clustering Algorithms for ITS Sequence Data with Alignment Metrics
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    Chapter 117 A Pruning Technique to Discover Correlated Sequential Patterns in Retail Databases
  119. Altmetric Badge
    Chapter 118 Clustering Categorical Data Using Qualified Nearest Neighbors Selection Model
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    Chapter 119 Product Recommendations for Cross-Selling in Electronic Business
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    Chapter 120 AI 2006: Advances in Artificial Intelligence
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    Chapter 121 Mining Large Patterns with Profit-Based Support in e-Commerce
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    Chapter 122 DynamicWEB: Profile Correlation Using COBWEB
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    Chapter 123 Finding Robust Models Using a Stratified Design
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    Chapter 124 Clustering Transactional Data Streams
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    Chapter 125 Axiomatic Approach of Knowledge Granulation in Information System
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    Chapter 126 Spreading Design Patterns with Semantic Web Technologies
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    Chapter 127 Detecting Anomalies and Intruders
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    Chapter 128 User Behavior Analysis of the Open-Ended Document Classification System
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    Chapter 129 An Agent-Based Ontological Approach for Information Reorganisation
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    Chapter 130 LPForget : A System of Forgetting in Answer Set Programming
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    Chapter 131 Formalization of Ontological Relations of Korean Numeral Classifiers
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    Chapter 132 Adaptive $\mathcal{ALE}$ -TBox for Extending Terminological Knowledge
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    Chapter 133 Preference Reasoning in Advanced Question Answering Systems
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    Chapter 134 Clustering Data Manipulation Method for Ensembles
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    Chapter 135 Improving the Performance of Multi-objective Genetic Algorithm for Function Approximation Through Parallel Islands Specialisation
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    Chapter 136 Generalized Unified Decomposition of Ensemble Loss
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    Chapter 137 Feature Selection with RVM and Its Application to Prediction Modeling
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    Chapter 138 Hybrid Data Clustering Based on Dependency Structure and Gibbs Sampling
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    Chapter 139 Linear Methods for Reduction from Ranking to Multilabel Classification
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    Chapter 140 Wavelet Kernel Matching Pursuit Machine
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    Chapter 141 Causal Discovery with Prior Information
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    Chapter 142 Simulation of Human Motion for Learning and Recognition
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    Chapter 143 Lazy Learning for Improving Ranking of Decision Trees
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    Chapter 144 Kernel Laplacian Eigenmaps for Visualization of Non-vectorial Data
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    Chapter 145 An Evolutionary Approach for Clustering User Access Patterns from Web Logs
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    Chapter 146 Simplified Support Vector Machines Via Kernel-Based Clustering
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    Chapter 147 Protein Folding Prediction Using an Improved Genetic-Annealing Algorithm
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    Chapter 148 Evolution of Characteristic Tree Structured Patterns from Semistructured Documents
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    Chapter 149 Unsupervised Measurement of Translation Quality Using Multi-engine, Bi-directional Translation
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    Chapter 150 Probabilistic, Multi-staged Interpretation of Spoken Utterances
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    Chapter 151 New Hybrid Real-Coded Genetic Algorithm
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    Chapter 152 Comparison of Numeral Strings Interpretation: Rule-Based and Feature-Based N-Gram Methods
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    Chapter 153 Simulation Analysis on Effective Operation of Handling Equipments in Automated Container Terminal
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    Chapter 154 A Study of Factors Affecting Due Date Predictibility for On-Time Delivery in a Dynamic Job Shop
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    Chapter 155 A New Learning Method for S-GCM
  157. Altmetric Badge
    Chapter 156 Empirical Verification of a Strategy for Unbounded Resolution in Finite Player Goore Games
  158. Altmetric Badge
    Chapter 157 Robust Character Recognition Using a Hierarchical Bayesian Network
  159. Altmetric Badge
    Chapter 158 On the New Application of Call Patterns to CPM Testing of Prolog Programs
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    Chapter 159 Correlation Error Reduction of Images in Stereo Vision with Fuzzy Method and Its Application on Cartesian Robot
  161. Altmetric Badge
    Chapter 160 AI 2006: Advances in Artificial Intelligence
  162. Altmetric Badge
    Chapter 161 Structure Detection System from Web Documents Through Backpropagation Network Learning
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    Chapter 162 An Effective Recommendation Algorithm for Improving Prediction Quality
  164. Altmetric Badge
    Chapter 163 AI 2006: Advances in Artificial Intelligence
Attention for Chapter 23: Learning Hybrid Bayesian Networks by MML
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Chapter title
Learning Hybrid Bayesian Networks by MML
Chapter number 23
Book title
AI 2006: Advances in Artificial Intelligence
Published by
Springer, Berlin, Heidelberg, December 2006
DOI 10.1007/11941439_23
Book ISBNs
978-3-54-049787-5, 978-3-54-049788-2
Authors

Rodney T. O’Donnell, Lloyd Allison, Kevin B. Korb

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Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 11 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 11 100%

Demographic breakdown

Readers by professional status Count As %
Student > Doctoral Student 3 27%
Researcher 3 27%
Student > Ph. D. Student 2 18%
Professor 1 9%
Student > Master 1 9%
Other 1 9%
Readers by discipline Count As %
Computer Science 8 73%
Engineering 2 18%
Biochemistry, Genetics and Molecular Biology 1 9%

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