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Advances in Artificial Intelligence

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

  • Conference proceedings
  • © 2017

Overview

Editors:
  1. Malek Mouhoub

    1. University of Regina, Regina, Canada

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    You can also search for this editor in PubMed   Google Scholar

  2. Philippe Langlais

    1. University of Montreal, Montreal, Canada

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    You can also search for this editor in PubMed   Google Scholar

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 10233)

Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)

Included in the following conference series:

Conference proceedings info: Canadian AI 2017.

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Table of contents (49 papers)

  1. Front Matter

    Pages I-XV
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  2. Data Mining and Machine Learning

    1. Front Matter

      Pages 1-1
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    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
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    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
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Other volumes

  1. Advances in Artificial Intelligence

Keywords

About this book

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.

Editors and Affiliations

  • University of Regina, Regina, Canada

    Malek Mouhoub

  • University of Montreal, Montreal, Canada

    Philippe Langlais

Bibliographic Information

  • Book Title: Advances in Artificial Intelligence

  • Book Subtitle: 30th Canadian Conference on Artificial Intelligence, Canadian AI 2017, Edmonton, AB, Canada, May 16-19, 2017, Proceedings

  • Editors: Malek Mouhoub, Philippe Langlais

  • Series Title: Lecture Notes in Computer Science

  • DOI: https://doi.org/10.1007/978-3-319-57351-9

  • Publisher: Springer Cham

  • eBook Packages: Computer Science, Computer Science (R0)

  • Copyright Information: Springer International Publishing AG 2017

  • Softcover ISBN: 978-3-319-57350-2Published: 11 April 2017

  • eBook ISBN: 978-3-319-57351-9Published: 06 May 2017

  • Series ISSN: 0302-9743

  • Series E-ISSN: 1611-3349

  • Edition Number: 1

  • Number of Pages: XV, 428

  • Number of Illustrations: 115 b/w illustrations

  • Topics: Artificial Intelligence

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