Skip to main content
  • Conference proceedings
  • © 2018

AI 2018: Advances in Artificial Intelligence

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

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)

Conference series link(s): AI: Australasian Joint Conference on Artificial Intelligence

Conference proceedings info: AI 2018.

Buy it now

Buying options

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

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

Table of contents (76 papers)

  1. Front Matter

    Pages I-XIX
  2. Agents, Games and Robotics

    1. Front Matter

      Pages 1-1
    2. 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
    3. Empowerment-Driven Single Agent Exploration for Locating Multiple Wireless Transmitters

      • Daniel Barry, Andreas Willig, Graeme Woodward
      Pages 29-37
    4. General Language Evolution in General Game Playing

      • Armin Chitizadeh, Michael Thielscher
      Pages 51-64
    5. Intra-task Curriculum Learning for Faster Reinforcement Learning in Video Games

      • Nathaniel du Preez-Wilkinson, Marcus Gallagher, Xuelei Hu
      Pages 65-70
    6. An Approach for Task Execution in Dynamic Multirobot Environment

      • Amar Nath, A. R. Arun, Rajdeep Niyogi
      Pages 71-76
    7. 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
    2. 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
    3. 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
    4. 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
    5. Implementing Propositional Networks on FPGA

      • Cezary Siwek, Jakub Kowalski, Chiara F. Sironi, Mark H. M. Winands
      Pages 133-145
    6. A Computational Framework for Autonomous Self-repair Systems

      • Tran Nguyen Minh-Thai, Jagannath Aryal, Sandhya Samarasinghe, Michael Levin
      Pages 153-159
    7. Investigation of Unsupervised Models for Biodiversity Assessment

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

Other Volumes

  1. AI 2018: Advances in Artificial Intelligence

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

Buy it now

Buying options

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