This book constitutes the refereed proceedings of the 23rd Australasian Joint Conference on Artificial Intelligence, AI 2010, held in Adelaide, Australia, in December 2010. The 52 revised full papers presented were carefully reviewed and selected from 112 submissions. The papers are organized in topical sections on knowledge representation and reasoning; data mining and knowledge discovery; machine learning; statistical learning; evolutionary computation; particle swarm optimization; intelligent agent; search and planning; natural language processing; and AI applications.
Author(s): Sebastian Haufe, Michael Thielscher (auth.), Jiuyong Li (eds.)
Series: Lecture Notes in Computer Science 6464 : Lecture Notes in Artificial Intelligence
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2011
Language: English
Pages: 528
Tags: Artificial Intelligence (incl. Robotics); Information Systems Applications (incl.Internet); Information Storage and Retrieval; Database Management; Data Mining and Knowledge Discovery; Computation by Abstract Devices
Front Matter....Pages -
Pushing the Envelope: General Game Players Prove Theorems....Pages 1-10
Temporal Belief-Change: κ -functions Approach....Pages 11-21
Resource-Sensitive Reasoning with Sequential Information....Pages 22-31
Frame-Based Dialogue Management Automated Error Recovery Approach....Pages 32-41
Characterizing Relevant Belief Revision Operators....Pages 42-51
Belief Erasure Using Partial Imaging....Pages 52-61
The Impact of Qualification on the Application of Qualitative Spatial and Temporal Reasoning Calculi....Pages 62-71
Two Methods for Constructing Horn Contractions....Pages 72-81
Database Normalization as a By-product of Minimum Message Length Inference....Pages 82-91
A Heuristic on Effective and Efficient Clustering on Uncertain Objects....Pages 92-101
A New Supervised Term Ranking Method for Text Categorization....Pages 102-111
A Comparative Study of a Practical Stochastic Clustering Method with Traditional Methods....Pages 112-121
An Effective Pattern Based Outlier Detection Approach for Mixed Attribute Data....Pages 122-131
Incremental Projection Vector Machine: A One-Stage Learning Algorithm for High-Dimension Large-Sample Dataset....Pages 132-141
Model-Based Viewpoint Invariant Human Activity Recognition from Uncalibrated Monocular Video Sequence....Pages 142-152
On Optimizing Locally Linear Nearest Neighbour Reconstructions Using Prototype Reduction Schemes....Pages 153-163
Efficient Two Stage Voting Architecture for Pairwise Multi-label Classification....Pages 164-173
Newton Trees....Pages 174-183
Learning Parse-Free Event-Based Features for Textual Entailment Recognition....Pages 184-193
A Gradient-Based Metric Learning Algorithm for k-NN Classifiers....Pages 194-203
Dimensionality Reduction for Classification through Visualisation Using L1SNE....Pages 204-212
Review of Modern Logistic Regression Methods with Application to Small and Medium Sample Size Problems....Pages 213-222
The Behaviour of the Akaike Information Criterion When Applied to Non-nested Sequences of Models....Pages 223-232
Unbounded Knowledge Acquisition Based upon Mutual Information in Dependent Questions....Pages 233-242
A Comparison of Classification Strategies in Genetic Programming with Unbalanced Data....Pages 243-252
An Encoding Scheme for Cooperative Coevolutionary Feedforward Neural Networks....Pages 253-262
Evolving Cooperation in the Spatial N-player Snowdrift Game....Pages 263-272
Sampling Methods in Genetic Programming for Classification with Unbalanced Data....Pages 273-282
Evolutionary Non Photo–Realistic Animations with Triangular Brushstrokes....Pages 283-292
Cellular Differential Evolution Algorithm....Pages 293-302
A Comparative Study of CMA-ES on Large Scale Global Optimisation....Pages 303-312
Hybrid Particle Swarm Optimisation Algorithms Based on Differential Evolution and Local Search....Pages 313-322
Edge and Corner Extraction Using Particle Swarm Optimisation....Pages 323-333
Fuzzy Adaptive Artificial Fish Swarm Algorithm....Pages 334-343
The Honourable Negotiator: When the Relationship Is What Matters....Pages 344-353
Tuning Java to Run Interactive Multiagent Simulations over Jason....Pages 354-363
Emergence of Cooperation in a Bio-inspired Multi-agent System....Pages 364-374
An Efficient Approach for Ordering Outcomes and Making Social Choices with CP-Nets....Pages 375-384
Real-Time Coordination of Concurrent Multiple Bilateral Negotiations under Time Constraints....Pages 385-394
A Logic for Reasoning about Actions and Explicit Observations....Pages 395-404
Taking Learning Out of Real-Time Heuristic Search for Video-Game Pathfinding....Pages 405-414
Heuristic Planning with SAT: Beyond Uninformed Depth-First Search....Pages 415-424
Performance of Infeasibility Empowered Memetic Algorithm (IEMA) on Engineering Design Problems....Pages 425-434
Short-Text Similarity Measurement Using Word Sense Disambiguation and Synonym Expansion....Pages 435-444
LEXA: Towards Automatic Legal Citation Classification....Pages 445-454
Hazardous Document Detection Based on Dependency Relations and Thesaurus....Pages 455-465
Improving Sentence Similarity Measurement by Incorporating Sentential Word Importance....Pages 466-475
Collaborative Filtering for People to People Recommendation in Social Networks....Pages 476-485
Head X: Customizable Audiovisual Synthesis for a Multi-purpose Virtual Head....Pages 486-495
Diagnosing Component Interaction Errors from Abstract Event Traces....Pages 496-505
Evaluating Sequential Single-Item Auctions for Dynamic Task Allocation....Pages 506-515
Maximal Matching for Double Auction....Pages 516-525
Back Matter....Pages -
