AI 2006: Advances in Artificial Intelligence: 19th Australian Joint Conference on Artificial Intelligence, Hobart, Australia, December 4-8, 2006. Proceedings

Front Matter....Pages -
What Can We Do with Graph-Structured Data? – A Data Mining Perspective....Pages 1-2
Morphological Computation – Connecting Brain, Body, and Environment....Pages 3-4
Interaction-Oriented Programming: Concepts, Theories, and Results on Commitment Protocols....Pages 5-6
Symmetry Breaking....Pages 7-8
Heyting Domains for Constraint Abduction....Pages 9-18
Feedback in Multimodal Self-organizing Networks Enhances Perception of Corrupted Stimuli....Pages 19-28
Identification of Fuzzy Relation Model Using HFC-Based Parallel Genetic Algorithms and Information Data Granulation....Pages 29-38
Evaluation of Incremental Knowledge Acquisition with Simulated Experts....Pages 39-48
Finite Domain Bounds Consistency Revisited....Pages 49-58
Speeding Up Weighted Constraint Satisfaction Using Redundant Modeling....Pages 59-68
Verification of Multi-agent Systems Via Bounded Model Checking....Pages 69-78
Logical Properties of Belief-Revision-Based Bargaining Solution....Pages 79-89
Knowledge Compilation for Belief Change....Pages 90-99
Design Methodologies of Fuzzy Set-Based Fuzzy Model Based on GAs and Information Granulation....Pages 100-109
$\mathcal{ALE}$ Defeasible Description Logic....Pages 110-119
Representation and Reasoning for Recursive Probability Models....Pages 120-130
Forgetting and Knowledge Update....Pages 131-140
Enhanced Temporal Difference Learning Using Compiled Eligibility Traces....Pages 141-150
A Simple Artificial Immune System (SAIS) for Generating Classifier Systems....Pages 151-160
Selection for Feature Gene Subset in Microarray Expression Profiles Based on an Improved Genetic Algorithm....Pages 161-169
An Efficient Alternative to SVM Based Recursive Feature Elimination with Applications in Natural Language Processing and Bioinformatics....Pages 170-180
Efficient AUC Learning Curve Calculation....Pages 181-191
Learning Hybrid Bayesian Networks by MML....Pages 192-203
A Novel Nearest Neighbor Classifier Based on Adaptive Nonparametric Separability....Pages 204-213
Virtual Attribute Subsetting....Pages 214-223
Parallel Chaos Immune Evolutionary Programming....Pages 224-232
Classification of Lung Disease Pattern Using Seeded Region Growing....Pages 233-242
Voting Massive Collections of Bayesian Network Classifiers for Data Streams....Pages 243-252
Feature Weighted Minimum Distance Classifier with Multi-class Confidence Estimation....Pages 253-263
z-SVM: An SVM for Improved Classification of Imbalanced Data....Pages 264-273
GP for Object Classification: Brood Size in Brood Recombination Crossover....Pages 274-284
IPSOM: A Self-organizing Map Spatial Model of How Humans Complete Interlocking Puzzles....Pages 285-294
Mining Generalised Emerging Patterns....Pages 295-304
Using Attack-Specific Feature Subsets for Network Intrusion Detection....Pages 305-311
Time Series Analysis Using Fractal Theory and Online Ensemble Classifiers....Pages 312-321
MML Mixture Models of Heterogeneous Poisson Processes with Uniform Outliers for Bridge Deterioration....Pages 322-331
Extracting Structural Features Among Words from Document Data Streams....Pages 332-341
Clustering Similarity Comparison Using Density Profiles....Pages 342-351
Efficient Mining of Frequent Itemsets in Distorted Databases....Pages 352-361
Improved Support Vector Machine Generalization Using Normalized Input Space....Pages 362-371
Turkish Fingerspelling Recognition System Using Axis of Least Inertia Based Fast Alignment....Pages 473-481
Vehicle Tracking and Traffic Parameter Extraction Based on Discrete Wavelet Transform....Pages 482-490
Neural Net Based Division of an Image Blob of People into Parts of Constituting Individuals....Pages 491-499
Applying Learning Vector Quantization Neural Network for Fingerprint Matching....Pages 500-509
Moving Object Detecting Using Gradient Information, Three-Frame-Differencing and Connectivity Testing....Pages 510-518
3D Morphable Model Parameter Estimation....Pages 519-528
Reconstructing Illumination Environment by Omnidirectional Camera Calibration....Pages 529-535
Color Region Tracking Against Brightness Changes....Pages 536-545
A Comparative Study of Information-Gathering Approaches for Answering Help-Desk Email Inquiries....Pages 546-556
A Language Independent n -Gram Model for Word Segmentation....Pages 557-565
An Efficient Similarity Measure for Clustering of Categorical Sequences....Pages 372-382
SDI: Shape Distribution Indicator and Its Application to Find Interrelationships Between Physical Activity Tests and Other Medical Measures....Pages 383-392
A Flexible Framework for SharedPlans....Pages 393-402
An Analysis of Three Puzzles in the Logic of Intention....Pages 403-412
Building Intelligent Negotiating Agents....Pages 413-422
Towards Goals in Informed Agent Negotiation....Pages 423-432
Application of OWA Based Classifier Fusion in Diagnosis and Treatment offering for Female Urinary Incontinence....Pages 433-442
Automatic Generation of Funny Cartoons Diary for Everyday Mobile Life....Pages 443-452
Welfare Interface Using Multiple Facial Features Tracking....Pages 453-462
Towards an Efficient Implementation of a Video-Based Gesture Interface....Pages 463-472
Intelligent Control of Mobile Agent Based on Fuzzy Neural Network in Intelligent Robotic Space....Pages 668-677
Neuromuscular-Like Control for an Artificial Finger with SMA Actuators....Pages 678-688
Studies on Motion Control of a Modular Robot Using Cellular Automata....Pages 689-698
BDDRPA*: An Efficient BDD-Based Incremental Heuristic Search Algorithm for Replanning....Pages 627-636
A Move Generating Algorithm for Hex Solvers....Pages 637-646
A Genetic Algorithm for Integration of Process Planning and Scheduling in a Job Shop....Pages 647-657
A Robust Shape Retrieval Method Based on Hough-Radii....Pages 658-667
TreeWrapper: Automatic Data Extraction Based on Tree Representation....Pages 566-576
Incorporating Pageview Weight into an Association-Rule-Based Web Recommendation System....Pages 577-586
A Novel Evolutionary Algorithm for Multi-constrained Path Selection....Pages 699-708
ODE: A Fast and Robust Differential Evolution Based on Orthogonal Design....Pages 709-718
Cancer Classification by Kernel Principal Component Self-regression....Pages 719-728
Content-Based Classification of Images Using Centroid Neural Network with Divergence Measure....Pages 729-738
Solving a Constraint Satisfaction Problem for Frequency Assignment in Low Power FM Broadcasting....Pages 739-748
An Intelligent Mobile Learning System for On-the-Job Training of Luxury Brand Firms....Pages 749-759
Studying the Performance of Unified Particle Swarm Optimization on the Single Machine Total Weighted Tardiness Problem....Pages 760-769
Neural Networks Fusion to Overlay Control System for Lithography Process....Pages 587-596
Polynomial Pipelined Neural Network and Its Application to Financial Time Series Prediction....Pages 597-606
Using Neural Networks to Tune the Fluctuation of Daily Financial Condition Indicator for Financial Crisis Forecasting....Pages 607-616
Predicting Stock Market Time Series Using Evolutionary Artificial Neural Networks with Hurst Exponent Input Windows....Pages 617-626
Classification of Bio-data with Small Data Set Using Additive Factor Model and SVM....Pages 770-779
Study of Dynamic Decoupling Method for Multi-axis Sensor Based on Niche Genetic Algorithm....Pages 780-789
User Action Based Adaptive Learning with Weighted Bayesian Classification for Filtering Spam Mail....Pages 790-798
A Novel Clonal Selection Algorithm for Face Detection....Pages 799-807
Hardware Implementation of Temporal Nonmonotonic Logics....Pages 808-817
Improvement of HSOFPNN Using Evolutionary Algorithm....Pages 818-825
Data Clustering and Visualization Using Cellular Automata Ants....Pages 826-836
A Neuro-fuzzy Inference System for the Evaluation of New Product Development Projects....Pages 837-846
Extracting Minimum Unsatisfiable Cores with a Greedy Genetic Algorithm....Pages 847-856
A Partitioned Portfolio Insurance Strategy by Relational Genetic Algorithm....Pages 857-866
A Hybrid Genetic Algorithm for 2D FCC Hydrophobic-Hydrophilic Lattice Model to Predict Protein Folding....Pages 867-876
Locality Preserving Projection on Source Code Metrics for Improved Software Maintainability....Pages 877-886
Ensemble Prediction of Commercial Bank Failure Through Diversification of Input Features....Pages 887-896
LRCA: Enhanced Energy-Aware Routing Protocol in MANETs....Pages 897-901
Enabling Agent Oriented Programming Using CORBA-Based Object Interconnection Technology for Ubiquitous Computing....Pages 902-906
An Improved E-Learner Communities Self-organizing Algorithm Based on Hebbian Learning Law....Pages 907-911
An Expert System for Recovering Broken Relics Using 3-D Information....Pages 912-916
Permutation Flow-Shop Scheduling Based on Multiagent Evolutionary Algorithm....Pages 917-921
A Novel Mobile Epilepsy Warning System....Pages 922-928
Modular Bayesian Networks for Inferring Landmarks on Mobile Daily Life....Pages 929-933
A Bi-level Genetic Algorithm for Multi-objective Scheduling of Multi- and Mixed-Model Apparel Assembly Lines....Pages 934-941
Membership Functions for Spatial Proximity....Pages 942-949
Engineering Evolutionary Algorithm to Solve Multi-objective OSPF Weight Setting Problem....Pages 950-955
Intelligent Face Recognition: Local Versus Global Pattern Averaging....Pages 956-961
Economic Optimisation of an Ore Processing Plant with a Constrained Multi-objective Evolutionary Algorithm....Pages 962-969
White and Color Noise Cancellation of Speech Signal by Adaptive Filtering and Soft Computing Algorithms....Pages 970-975
A Study on Time-of-Day Patterns for Internet User Using Recursive Partitioning Methods....Pages 976-980
Development of Data Miner for the Ship Design Based on Polynomial Genetic Programming....Pages 981-985
Detecting Giant Solar Flares Based on Sunspot Parameters Using Bayesian Networks....Pages 986-991
The Virtual Reality Brain-Computer Interface System for Ubiquitous Home Control....Pages 992-996
Verb Prediction and the Use of Particles for Generating Sentences in AAC System....Pages 997-1001
Abnormal Behavior Detection for Early Warning of Terrorist Attack....Pages 1002-1009
A Two-Stage Region-Based Image Retrieval Approach Using Combined Color and Texture Features....Pages 1010-1014
Beyond Accuracy, F-Score and ROC: A Family of Discriminant Measures for Performance Evaluation....Pages 1015-1021
Hybrid O ( $n \sqrt{n}$ ) Clustering for Sequential Web Usage Mining....Pages 1022-1026
Clustering Algorithms for ITS Sequence Data with Alignment Metrics....Pages 1027-1031
A Pruning Technique to Discover Correlated Sequential Patterns in Retail Databases....Pages 1032-1036
Clustering Categorical Data Using Qualified Nearest Neighbors Selection Model....Pages 1037-1041
Product Recommendations for Cross-Selling in Electronic Business....Pages 1042-1047
Enhancing DWT for Recent-Biased Dimension Reduction of Time Series Data....Pages 1048-1053
Mining Large Patterns with Profit-Based Support in e-Commerce....Pages 1054-1058
DynamicWEB: Profile Correlation Using COBWEB....Pages 1059-1063
Finding Robust Models Using a Stratified Design....Pages 1064-1068
Clustering Transactional Data Streams....Pages 1069-1073
Axiomatic Approach of Knowledge Granulation in Information System....Pages 1074-1078
Spreading Design Patterns with Semantic Web Technologies....Pages 1079-1083
Detecting Anomalies and Intruders....Pages 1084-1088
User Behavior Analysis of the Open-Ended Document Classification System....Pages 1089-1095
An Agent-Based Ontological Approach for Information Reorganisation....Pages 1096-1100
LPForget : A System of Forgetting in Answer Set Programming....Pages 1101-1105
Formalization of Ontological Relations of Korean Numeral Classifiers....Pages 1106-1110
Adaptive $\mathcal{ALE}$ -TBox for Extending Terminological Knowledge....Pages 1111-1115
Preference Reasoning in Advanced Question Answering Systems....Pages 1116-1121
Clustering Data Manipulation Method for Ensembles....Pages 1122-1126
Improving the Performance of Multi-objective Genetic Algorithm for Function Approximation Through Parallel Islands Specialisation....Pages 1127-1132
Generalized Unified Decomposition of Ensemble Loss....Pages 1133-1139
Feature Selection with RVM and Its Application to Prediction Modeling....Pages 1140-1144
Hybrid Data Clustering Based on Dependency Structure and Gibbs Sampling....Pages 1145-1151
Linear Methods for Reduction from Ranking to Multilabel Classification....Pages 1152-1156
Wavelet Kernel Matching Pursuit Machine....Pages 1157-1161
Causal Discovery with Prior Information....Pages 1162-1167
Simulation of Human Motion for Learning and Recognition....Pages 1168-1172
Lazy Learning for Improving Ranking of Decision Trees....Pages 1173-1178
Kernel Laplacian Eigenmaps for Visualization of Non-vectorial Data....Pages 1179-1183
An Evolutionary Approach for Clustering User Access Patterns from Web Logs....Pages 1184-1188
Simplified Support Vector Machines Via Kernel-Based Clustering....Pages 1189-1195
Protein Folding Prediction Using an Improved Genetic-Annealing Algorithm....Pages 1196-1200
Evolution of Characteristic Tree Structured Patterns from Semistructured Documents....Pages 1201-1207
Unsupervised Measurement of Translation Quality Using Multi-engine, Bi-directional Translation....Pages 1208-1214
Probabilistic, Multi-staged Interpretation of Spoken Utterances....Pages 1215-1220
New Hybrid Real-Coded Genetic Algorithm....Pages 1221-1225
Comparison of Numeral Strings Interpretation: Rule-Based and Feature-Based N-Gram Methods....Pages 1226-1230
Simulation Analysis on Effective Operation of Handling Equipments in Automated Container Terminal....Pages 1231-1238
A Study of Factors Affecting Due Date Predictibility for On-Time Delivery in a Dynamic Job Shop....Pages 1239-1245
A New Learning Method for S-GCM....Pages 1246-1251
Empirical Verification of a Strategy for Unbounded Resolution in Finite Player Goore Games....Pages 1252-1258
Robust Character Recognition Using a Hierarchical Bayesian Network....Pages 1259-1264
On the New Application of Call Patterns to CPM Testing of Prolog Programs....Pages 1265-1270
Correlation Error Reduction of Images in Stereo Vision with Fuzzy Method and Its Application on Cartesian Robot....Pages 1271-1275
A Hybrid Question Answering Schema Using Encapsulated Semantics in Lexical Resources....Pages 1276-1280
Structure Detection System from Web Documents Through Backpropagation Network Learning....Pages 1281-1287
An Effective Recommendation Algorithm for Improving Prediction Quality....Pages 1288-1292
Customer Online Shopping Behaviours Analysis Using Bayesian Networks....Pages 1293-1297
Back Matter....Pages -