Advances in Artificial Intelligence

1. Front Matter

   Pages I-XV

   PDF

2. Data Mining and Machine Learning

   1. Front Matter

      Pages 1-1

      PDF

   2. On Generalized Bellman Equations and Temporal-Difference Learning

      • Huizhen Yu, Ashique Rupam Mahmood, Richard S. Sutton

      Pages 3-14

   3. Person Identification Using Discriminative Visual Aesthetic

      • Samiul Azam, Marina Gavrilova

      Pages 15-26

   4. A Global Search Approach for Inducing Oblique Decision Trees Using Differential Evolution

      • Rafael Rivera-Lopez, Juana Canul-Reich

      Pages 27-38

   5. Improving Active Learning for One-Class Classification Using Dimensionality Reduction

      • Mohsen Ghazel, Nathalie Japkowicz

      Pages 39-44

   6. Local and Global Influence on Twitter

      • Shan Zong, Richard Khoury, Rachid Benlamri

      Pages 45-50

   7. The Impact of Toxic Language on the Health of Reddit Communities

      • Shruthi Mohan, Apala Guha, Michael Harris, Fred Popowich, Ashley Schuster, Chris Priebe

      Pages 51-56

   8. Somatic Copy Number Alteration-Based Prediction of Molecular Subtypes of Breast Cancer Using Deep Learning Model

      • Md. Mohaiminul Islam, Rasif Ajwad, Chen Chi, Michael Domaratzki, Yang Wang, Pingzhao Hu

      Pages 57-63

   9. An Improved Data Sanitization Algorithm for Privacy Preserving Medical Data Publishing

      • A. N. K. Zaman, Charlie Obimbo, Rozita A. Dara

      Pages 64-70

   10. Reflexive Regular Equivalence for Bipartite Data

       • Aaron Gerow, Mingyang Zhou, Stan Matwin, Feng Shi

       Pages 71-77

   11. Investigating Citation Linkage with Machine Learning

       • Hospice Houngbo, Robert E. Mercer

       Pages 78-83

   12. Classification of Imbalanced Auction Fraud Data

       • Swati Ganguly, Samira Sadaoui

       Pages 84-89

   13. Multi-label Learning Through Minimum Spanning Tree-Based Subset Selection and Feature Extraction

       • Payel Sadhukhan, C. A. Murthy

       Pages 90-96

   14. Comparative Study of Dimensionality Reduction Methods Using Reliable Features for Multiple Datasets Obtained by rs-fMRI in ADHD Prediction

       • Rodolfo Garcia, Emerson Cabrera Paraiso, Julio Cesar Nievola

       Pages 97-102

   15. Time-Dependent Smart Data Pricing Based on Machine Learning

       • Yi-Chia Tsai, Yu-Da Cheng, Cheng-Wei Wu, Yueh-Ting Lai, Wan-Hsun Hu, Jeu-Yih Jeng et al.

       Pages 103-108

   16. Time Prediction of the Next Refueling Event: A Case Study

       • S. Mohammad Mirbagheri, Howard J. Hamilton

       Pages 109-114

3. Planning and Combinatorial Optimization

   1. Front Matter

      Pages 115-115

      PDF

   2. A Worst-Case Analysis of Constraint-Based Algorithms for Exact Multi-objective Combinatorial Optimization

      • Jianmei Guo, Eric Blais, Krzysztof Czarnecki, Peter van Beek

      Pages 117-128

   3. Metaheuristics for Score-and-Search Bayesian Network Structure Learning

      • Colin Lee, Peter van Beek

      Pages 129-141

This book constitutes the refereed proceedings of the 30th Canadian Conference on Artificial Intelligence, Canadian AI 2017, held in Edmonton, AB, Canada, in May 2017. The 19 regular papers and 24 short papers presented together with 6 Graduate Student Symposium papers were carefully reviewed and selected from 62 submissions. The focus of the conference was on the following subjects: Data Mining and Machine Learning; Planning and Combinatorial Optimization; AI Applications; Natural Language Processing; Uncertainty and Preference Reasoning; and Agent Systems.

• bioinformatics
• data mining
• genetic algorithms
• machine learning
• semantic Web
• affective computing
• automated reasoning
• constraint satisfaction
• distributed artificial intelligence
• evolutionary computation
• genomic data
• information retrieval
• knowledge representation
• multi-objective optimization
• natural language processing
• planning and scheduling
• search methodologies
• uncertainty
• user models
• Web applications

• University of Regina, Regina, Canada

  Malek Mouhoub

• University of Montreal, Montreal, Canada

  Philippe Langlais

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