Advances in Artificial Intelligence: 30th Canadian Conference on Artificial Intelligence, Canadian AI 2017, Edmonton, AB, Canada, May 16-19, 2017, Proceedings

Front Matter....Pages I-XV
Front Matter....Pages 1-1
On Generalized Bellman Equations and Temporal-Difference Learning....Pages 3-14
Person Identification Using Discriminative Visual Aesthetic....Pages 15-26
A Global Search Approach for Inducing Oblique Decision Trees Using Differential Evolution....Pages 27-38
Improving Active Learning for One-Class Classification Using Dimensionality Reduction....Pages 39-44
Local and Global Influence on Twitter....Pages 45-50
The Impact of Toxic Language on the Health of Reddit Communities....Pages 51-56
Somatic Copy Number Alteration-Based Prediction of Molecular Subtypes of Breast Cancer Using Deep Learning Model....Pages 57-63
An Improved Data Sanitization Algorithm for Privacy Preserving Medical Data Publishing....Pages 64-70
Reflexive Regular Equivalence for Bipartite Data....Pages 71-77
Investigating Citation Linkage with Machine Learning....Pages 78-83
Classification of Imbalanced Auction Fraud Data....Pages 84-89
Multi-label Learning Through Minimum Spanning Tree-Based Subset Selection and Feature Extraction....Pages 90-96
Comparative Study of Dimensionality Reduction Methods Using Reliable Features for Multiple Datasets Obtained by rs-fMRI in ADHD Prediction....Pages 97-102
Time-Dependent Smart Data Pricing Based on Machine Learning....Pages 103-108
Time Prediction of the Next Refueling Event: A Case Study....Pages 109-114
Front Matter....Pages 115-115
A Worst-Case Analysis of Constraint-Based Algorithms for Exact Multi-objective Combinatorial Optimization....Pages 117-128
Metaheuristics for Score-and-Search Bayesian Network Structure Learning....Pages 129-141
SmartHome Energy Saving Using a Multi-objective Approach Based on Appliances Usage Profiles....Pages 142-147
Sequence-Based Bidirectional Merge Map-Matching Algorithm for Simplified Road Network....Pages 148-154
On the Role of Possibility in Action Execution and Knowledge in the Situation Calculus....Pages 155-161
Front Matter....Pages 115-115
Combinatorial Reverse Electricity Auctions....Pages 162-168
Policy Conflict Resolution in IoT via Planning....Pages 169-175
Front Matter....Pages 177-177
Learning Physical Properties of Objects Using Gaussian Mixture Models....Pages 179-190
Design and Implementation of a Smart Quotation System....Pages 191-202
Knowledge Discovery in Graphs Through Vertex Separation....Pages 203-214
A Knowledge Acquisition System for Price Change Rules....Pages 215-226
Automatic Household Identification for Historical Census Data....Pages 227-232
Front Matter....Pages 233-233
Matrix Models with Feature Enrichment for Relation Extraction....Pages 235-247
Domain Adaptation for Detecting Mild Cognitive Impairment....Pages 248-259
Speech Intention Classification with Multimodal Deep Learning....Pages 260-271
Layerwise Interweaving Convolutional LSTM....Pages 272-277
Using Cognitive Computing to Get Insights on Personality Traits from Twitter Messages....Pages 278-283
Confused and Thankful: Multi-label Sentiment Classification of Health Forums....Pages 284-289
Front Matter....Pages 291-291
Probabilistic TCP-net....Pages 293-304
Resolving Inconsistencies of Scope Interpretations in Sum-Product Networks....Pages 305-315
A Sparse Probabilistic Model of User Preference Data....Pages 316-328
On Converting Sum-Product Networks into Bayesian Networks....Pages 329-334
Fuzzy Rough Set-Based Unstructured Text Categorization....Pages 335-340
Bayesian Networks to Model Pseudomonas aeruginosa Survival Mechanism and Identify Low Nutrient Response Genes in Water....Pages 341-347
Front Matter....Pages 349-349
Quantified Coalition Logic of Knowledge, Belief and Certainty....Pages 351-360
Front Matter....Pages 349-349
Modelling Personality-Based Individual Differences in the Use of Emotion Regulation Strategies....Pages 361-372
Stoic Ethics for Artificial Agents....Pages 373-384
Active Team Management Strategies for Multi-robot Teams in Dangerous Environments....Pages 385-396
Front Matter....Pages 397-397
Diverse Action Costs in Heuristic Search and Planning....Pages 399-402
Collaborative Filtering with Users’ Qualitative and Conditional Preferences....Pages 403-406
Deep Multi-cultural Graph Representation Learning....Pages 407-410
Who Is the Artificial Author?....Pages 411-415
Machine Learning Techniques to Unveil and Understand Pseudomonas aeruginosa Survival Mechanism in Nutrient Depleted Water....Pages 416-420
Identification and Classification of Alcohol-Related Violence in Nova Scotia Using Machine Learning Paradigms....Pages 421-425
Back Matter....Pages 427-428