AI 2017: Advances in Artificial Intelligence: 30th Australasian Joint Conference, Melbourne, VIC, Australia, August 19–20, 2017, Proceedings

Front Matter....Pages I-XIII
Front Matter....Pages 1-1
Context-Aware Recommender Systems Based on Item-Grain Context Clustering....Pages 3-13
Competitive Reinforcement Learning in Atari Games....Pages 14-26
Density-Based Multiscale Analysis for Clustering in Strong Noise Settings....Pages 27-38
Evolving Transferable Artificial Neural Networks for Gameplay Tasks via NEAT with Phased Searching....Pages 39-51
Multiple Kernel Learning with One-Level Optimization of Radius and Margin....Pages 52-63
A Deterministic Actor-Critic Approach to Stochastic Reinforcements....Pages 64-75
Front Matter....Pages 76-89
Enhanced Pareto Interpolation Method to Aid Decision Making for Discontinuous Pareto Optimal Fronts....Pages 91-91
Use of a Non-nested Formulation to Improve Search for Bilevel Optimization....Pages 93-105
Let’s Consider Two Objectives When Estimating Hand Postures....Pages 106-118
Scaling up Local Search for Minimum Vertex Cover in Large Graphs by Parallel Kernelization....Pages 119-130
An Integer Linear Programming Model for Binary Knapsack Problem with Dependent Item Values....Pages 131-143
Front Matter....Pages 144-154
A ‘Breadcrumbs’ Model for Controlling an Intrinsically Motivated Swarm Using a Handheld Device....Pages 155-155
Genetic Programming for Multi-objective Test Data Generation in Search Based Software Testing....Pages 157-168
Class Dependent Multiple Feature Construction Using Genetic Programming for High-Dimensional Data....Pages 169-181
Comprehensive Quality-Aware Automated Semantic Web Service Composition....Pages 182-194
Monthly Rainfall Categorization Based on Optimized Features and Neural Network....Pages 195-207
Preliminary Study on Solving Coal Processing and Blending Problems Using Lexicographic Ordering....Pages 208-220
Front Matter....Pages 221-233
Random Set to Interpret Topic Models in Terms of Ontology Concepts....Pages 235-235
Improving Authorship Attribution in Twitter Through Topic-Based Sampling....Pages 237-249
Front Matter....Pages 250-261
Textual Emotion Classification: An Interoperability Study on Cross-Genre Data Sets....Pages 235-235
Integrating LDA with Clustering Technique for Relevance Feature Selection....Pages 262-273
Front Matter....Pages 274-286
Non Sub-sampled Contourlet Transform Based Feature Extraction Technique for Differentiating Glioma Grades Using MRI Images....Pages 287-287
Large-Scale Automatic Species Identification....Pages 289-300
Front Matter....Pages 301-312
On the Combination of Argumentation Solvers into Parallel Portfolios....Pages 313-313
Exploring the Use of Case-Based Reasoning to Play Eurogames....Pages 315-327
Min-Max Message Passing and Local Consistency in Constraint Networks....Pages 328-339
Deterministic Tournament Selection in Local Search for Maximum Edge Weight Clique on Large Sparse Graphs....Pages 340-352
Robust Lasso Regression with Student-t Residuals....Pages 353-364
Back Matter....Pages 365-374
....Pages 375-376