Skip to main content
SpringerLink
Log in

AI 2018: Advances in Artificial Intelligence

31st Australasian Joint Conference, Wellington, New Zealand, December 11-14, 2018, Proceedings

  • Conference proceedings
  • © 2018

Overview

Editors:
  1. Tanja Mitrovic

    1. University of Canterbury, Christchurch, New Zealand

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  2. Bing Xue

    1. School of Engineering and Computer Science, Victoria University of Wellington, Wellington, New Zealand

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  3. Xiaodong Li

    1. RMIT University, Melbourne, Australia

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 11320)

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

Included in the following conference series:

Conference proceedings info: AI 2018.

This is a preview of subscription content, log in via an institution to check access.

Access this book

Log in via an institution
eBook USD 39.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access

Licence this eBook for your library

Institutional subscriptions

Table of contents (76 papers)

  1. Front Matter

    Pages I-XIX
    Download chapter PDF

  2. Agents, Games and Robotics

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Compromise as a Way to Promote Convention Emergence and to Reduce Social Unfairness in Multi-Agent Systems

      • Shuyue Hu, Ho-fung Leung
      Pages 3-15

    3. Hierarchical Population-Based Learning for Optimal Large-Scale Coalition Structure Generation in Smart Grids

      • Sean Hsin-Shyuan Lee, Jeremiah D. Deng, Martin K. Purvis, Maryam Purvis
      Pages 16-28

    4. Empowerment-Driven Single Agent Exploration for Locating Multiple Wireless Transmitters

      • Daniel Barry, Andreas Willig, Graeme Woodward
      Pages 29-37

    5. A Logic for Reasoning About Game Descriptions

      • Dongmo Zhang
      Pages 38-50

    6. General Language Evolution in General Game Playing

      • Armin Chitizadeh, Michael Thielscher
      Pages 51-64

    7. Intra-task Curriculum Learning for Faster Reinforcement Learning in Video Games

      • Nathaniel du Preez-Wilkinson, Marcus Gallagher, Xuelei Hu
      Pages 65-70

    8. An Approach for Task Execution in Dynamic Multirobot Environment

      • Amar Nath, A. R. Arun, Rajdeep Niyogi
      Pages 71-76

    9. Monocular ORB-SLAM on a Humanoid Robot for Localization Purposes

      • Daniel Ginn, Alexandre Mendes, Stephan Chalup, Jake Fountain
      Pages 77-82

  3. AI Applications and Innovations

    1. Front Matter

      Pages 83-83
      Download chapter PDF

    2. Impact of Compression Ratio and Reconstruction Methods on ECG Classification for E-Health Gadgets: A Preliminary Study

      • Sophie Zareei, Jeremiah D. Deng
      Pages 85-97

    3. Intelligent Fault Detection of High-Speed Railway Turnout Based on Hybrid Deep Learning

      • Zhi Zhuang, Guohua Zhang, Wei Dong, Xinya Sun, Chuanjiang Wang
      Pages 98-103

    4. Uncovering Discriminative Knowledge-Guided Medical Concepts for Classifying Coronary Artery Disease Notes

      • Mahdi Abdollahi, Xiaoying Gao, Yi Mei, Shameek Ghosh, Jinyan Li
      Pages 104-110

    5. A Multi-tree Genetic Programming Representation for Melanoma Detection Using Local and Global Features

      • Qurrat Ul Ain, Harith Al-Sahaf, Bing Xue, Mengjie Zhang
      Pages 111-123

    6. Impacts of Climate Change and Socioeconomic Development on Electric Load in California

      • Jie Shi, Nanpeng Yu
      Pages 124-132

    7. Implementing Propositional Networks on FPGA

      • Cezary Siwek, Jakub Kowalski, Chiara F. Sironi, Mark H. M. Winands
      Pages 133-145

    8. A Genetic Programming Hyper-heuristic Approach for Online Resource Allocation in Container-Based Clouds

      • Boxiong Tan, Hui Ma, Yi Mei
      Pages 146-152

    9. A Computational Framework for Autonomous Self-repair Systems

      • Tran Nguyen Minh-Thai, Jagannath Aryal, Sandhya Samarasinghe, Michael Levin
      Pages 153-159

    10. Investigation of Unsupervised Models for Biodiversity Assessment

      • KVSN Rama Rao, Saurabh Garg, James Montgomery
      Pages 160-171
Back to top

Other volumes

  1. AI 2018: Advances in Artificial Intelligence

Keywords

About this book

This book constitutes the proceedings of the 31st Australasian Joint Conference on Artificial Intelligence, AI 2018, held in Wellington, New Zealand, in December 2018.

The 50 full and 26 short papers presented in this volume were carefully reviewed and selected from 125 submissions. The paper were organized in topical sections named: agents, games and robotics; AI applications and innovations; computer vision; constraints and search; evolutionary computation; knowledge representation and reasoning; machine learning and data mining; planning and scheduling; and text mining and NLP.

Editors and Affiliations

  • University of Canterbury, Christchurch, New Zealand

    Tanja Mitrovic

  • School of Engineering and Computer Science, Victoria University of Wellington, Wellington, New Zealand

    Bing Xue

  • RMIT University, Melbourne, Australia

    Xiaodong Li

Bibliographic Information

Publish with us

Policies and ethics

Back to top

Search

Navigation