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Artificial Life and Computational Intelligence

Third Australasian Conference, ACALCI 2017, Geelong, VIC, Australia, January 31 – February 2, 2017, Proceedings

  • Conference proceedings
  • © 2017

Overview

Editors:
  1. Markus Wagner

    1. The University of Adelaide, Adelaide, Australia

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  2. Xiaodong Li

    1. RMIT University, Melbourne, Australia

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  3. Tim Hendtlass

    1. Swinburne University, Melbourne, Australia

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 10142)

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

Included in the following conference series:

Conference proceedings info: ACALCI 2017.

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Table of contents (32 papers)

  1. Front Matter

    Pages I-XIII
    Download chapter PDF

  2. Artificial Life and Computational Intelligence

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Extending the Delaunay Triangulation Based Density Measurement to Many-Objective Optimization

      • Yutao Qi, Haodong Guo, Xiaodong Li
      Pages 3-11

    3. Emotion, Trustworthiness and Altruistic Punishment in a Tragedy of the Commons Social Dilemma

      • Garrison Greenwood, Hussein A. Abbass, Eleni Petraki
      Pages 12-24

    4. Equity Option Strategy Discovery and Optimization Using a Memetic Algorithm

      • Richard Tymerski, Garrison Greenwood, Devin Sills
      Pages 25-38

    5. Co-Evolving Line Drawings with Hierarchical Evolution

      • Darwin Vickers, Jacob Soderlund, Alan Blair
      Pages 39-49

    6. Reliability Estimation of Individual Multi-target Regression Predictions

      • Martin Jakomin, Zoran Bosnić
      Pages 50-60

    7. Feedback Modulated Attention Within a Predictive Framework

      • Benjamin Cowley, John Thornton
      Pages 61-73

    8. A Batch Infill Strategy for Computationally Expensive Optimization Problems

      • Ahsanul Habib, Hemant Kumar Singh, Tapabrata Ray
      Pages 74-85

    9. Automatic Clustering and Summarisation of Microblogs: A Multi-subtopic Phrase Reinforcement Algorithm

      • Mahfouth Alghamdi, Haifeng Shen
      Pages 86-98

    10. Generation and Exploration of Architectural Form Using a Composite Cellular Automata

      • Camilo Cruz, Michael Kirley, Justyna Karakiewicz
      Pages 99-110

    11. Wrapper Feature Construction for Figure-Ground Image Segmentation Using Genetic Programming

      • Yuyu Liang, Mengjie Zhang, Will N. Browne
      Pages 111-123

    12. Surrogate-Assisted Multi-swarm Particle Swarm Optimization of Morphing Airfoils

      • Francesco Fico, Francesco Urbino, Robert Carrese, Pier Marzocca, Xiaodong Li
      Pages 124-133

    13. Applying Dependency Patterns in Causal Discovery of Latent Variable Models

      • Xuhui Zhang, Kevin B. Korb, Ann E. Nicholson, Steven Mascaro
      Pages 134-143

    14. An Evolutionary Multi-criteria Journey Planning Algorithm for Multimodal Transportation Networks

      • Mohammad Haqqani, Xiaodong Li, Xinghuo Yu
      Pages 144-156

    15. Estimating Passenger Preferences Using Implicit Relevance Feedback for Personalized Journey Planning

      • Mohammad Haqqani, Xiaodong Li, Xinghuo Yu
      Pages 157-168

    16. Quantitative Assessment of Heart Function: A Hybrid Mechanism for Left Ventricle Segmentation from Cine MRI Sequences

      • Muhammad Sohaib, Jong-Myon Kim
      Pages 169-179

    17. A Hybrid Feature Selection Scheme Based on Local Compactness and Global Separability for Improving Roller Bearing Diagnostic Performance

      • M. M. Manjurul Islam, Md. Rashedul Islam, Jong-Myon Kim
      Pages 180-192

    18. Reliable Fault Diagnosis of Bearings Using Distance and Density Similarity on an Enhanced k-NN

      • Dileep Kumar Appana, Md. Rashedul Islam, Jong-Myon Kim
      Pages 193-203

    19. Towards Solving TSPN with Arbitrary Neighborhoods: A Hybrid Solution

      • Bo Yuan, Tiantian Zhang
      Pages 204-215
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About this book

This book constitutes the refereed proceedings of the Third Australasian Conference on Artificial Life and Computational Intelligence, ACALCI 2017, held in Geelong, VIC, Australia, in January/February 2017.
The 32 papers presented in this volume were carefully reviewed and selected from 47 submissions. They were organized in topical sections named: artificial life and computational intelligence and optimization algorithms and applications. 

Editors and Affiliations

  • The University of Adelaide, Adelaide, Australia

    Markus Wagner

  • RMIT University, Melbourne, Australia

    Xiaodong Li

  • Swinburne University, Melbourne, Australia

    Tim Hendtlass

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