AI 2015: Advances in Artificial Intelligence: 28th Australasian Joint Conference, Canberra, ACT, Australia, November 30 -- December 4, 2015, Proceedings

Front Matter....Pages I-XVII
Exploiting the Beta Distribution-Based Reputation Model in Recommender System....Pages 1-13
A Heuristic Search Approach to Find Contrail Avoidance Flight Routes....Pages 14-20
Temporal Conjunctive Queries in Expressive Description Logics with Transitive Roles....Pages 21-33
Scaling up Multi-island Competitive Cooperative Coevolution for Real Parameter Global Optimisation....Pages 34-48
An Evolutionary Algorithm with Classifier Guided Constraint Evaluation Strategy for Computationally Expensive Optimization Problems....Pages 49-62
Cost to Evaluate Versus Cost to Learn? Performance of Selective Evaluation Strategies in Multiobjective Optimization....Pages 63-75
A Propositional Plausible Logic....Pages 76-82
Monte Carlo Analysis of a Puzzle Game....Pages 83-95
Tracking Drift Severity in Data Streams....Pages 96-108
Probabilistic Belief Contraction: Considerations on Epistemic Entrenchment, Probability Mixtures and KL Divergence....Pages 109-122
DMAPP: A Distributed Multi-agent Path Planning Algorithm....Pages 123-135
Graph-Based Collaborative Filtering Using Rating Nodes: A Solution to the High Ratings/Low Ratings Problem....Pages 136-148
A Comparative Study on Vector Similarity Methods for Offer Generation in Multi-attribute Negotiation....Pages 149-156
Analytical Results on the BFS vs. DFS Algorithm Selection Problem. Part I: Tree Search....Pages 157-165
Analytical Results on the BFS vs. DFS Algorithm Selection Problem: Part II: Graph Search....Pages 166-178
Region-Growing Planar Segmentation for Robot Action Planning....Pages 179-191
A Differentially Private Random Decision Forest Using Reliable Signal-to-Noise Ratios....Pages 192-203
Learning from Demonstration Using GMM, CHMM and DHMM: A Comparison....Pages 204-217
Implementing Modal Tableaux Using Sentential Decision Diagrams....Pages 218-228
Decision Making Strategy Based on Time Series Data of Voting Behavior....Pages 229-241
Finding Within-Organisation Spatial Information on the Web....Pages 242-248
Knowledge Sharing in Coalitions....Pages 249-262
Possibilistic Inferences in Answer Set Programming....Pages 263-275
A Two Tiered Finite Mixture Modelling Framework to Cluster Customers on EFTPOS Network....Pages 276-284
A Dual Network for Transfer Learning with Spike Train Data....Pages 285-297
Stable Feature Selection with Support Vector Machines....Pages 298-308
Gene Transfer: A Novel Genetic Operator for Discovering Diverse-Frequent Patterns....Pages 309-316
Task Allocation Using Particle Swarm Optimisation and Anomaly Detection to Generate a Dynamic Fitness Function....Pages 317-329
Evolving High Fidelity Low Complexity Sheepdog Herding Simulations Using a Machine Learner Fitness Function Surrogate for Human Judgement....Pages 330-342
An Episodic Memory Retrieval Algorithm for the Soar Cognitive Architecture....Pages 343-355
Finding the k in K-means Clustering: A Comparative Analysis Approach....Pages 356-364
Discovering Causal Structures from Time Series Data via Enhanced Granger Causality....Pages 365-378
Automating Marine Mammal Detection in Aerial Images Captured During Wildlife Surveys: A Deep Learning Approach....Pages 379-385
Path Algebra for Mobile Robots....Pages 386-397
Abduction in PDT Logic....Pages 398-410
Exploiting Innocuousness in Bayesian Networks....Pages 411-423
A Tweet Classification Model Based on Dynamic and Static Component Topic Vectors....Pages 424-430
Understanding Toxicities and Complications of Cancer Treatment: A Data Mining Approach....Pages 431-443
A Representation Theorem for Spatial Relations....Pages 444-456
Stream-Query Compilation with Ontologies....Pages 457-463
Vote Counting as Mathematical Proof....Pages 464-475
Answer Presentation with Contextual Information: A Case Study Using Syntactic and Semantic Models....Pages 476-483
A Multi-Agent Approach for Decentralized Voltage Regulation by Considering Distributed Generators....Pages 484-497
Turning Gaming EEG Peripherals into Trainable Brain Computer Interfaces....Pages 498-504
Event Classification Using Adaptive Cluster-Based Ensemble Learning of Streaming Sensor Data....Pages 505-516
Standoff-Balancing: A Novel Class Imbalance Treatment Method Inspired by Military Strategy....Pages 517-525
Wisdom of Crowds: An Empirical Study of Ensemble-Based Feature Selection Strategies....Pages 526-538
Modeling Ice Storm Climatology....Pages 539-553
Investigating Japanese Ijime (Bullying) Behavior Using Agent-Based and System Dynamics Models....Pages 554-558
Understanding People Relationship: Analysis of Digitised Historical Newspaper Articles....Pages 559-571
Towards the Elimination of the Miscommunication Between Users in Twitter....Pages 572-588
Reinforcement Learning of Pareto-Optimal Multiobjective Policies Using Steering....Pages 589-595
Absorption for ABoxes and TBoxes with General Value Restrictions....Pages 596-608
Optimal Hyper-Parameter Search in Support Vector Machines Using Bézier Surfaces....Pages 609-622
Hierarchical Learning for Emergence of Social Norms in Networked Multiagent Systems....Pages 623-629
Information Extraction to Improve Standard Compliance....Pages 630-643
Back Matter....Pages 644-649
....Pages 651-652