AI 2007: Advances in Artificial Intelligence

20th Australian Joint Conference on Artificial Intelligence, Gold Coast, Australia, December 2-6, 2007. Proceedings

  • Editors
  • Mehmet A. Orgun
  • John Thornton
Conference proceedings AI 2007

DOI: 10.1007/978-3-540-76928-6

Part of the Lecture Notes in Computer Science book series (LNCS, volume 4830)

Table of contents (101 papers)

  1. Front Matter
  2. Invited Talks

  3. Machine Learning

  4. Neural Networks

    1. Avoiding Local Minima in Feedforward Neural Networks by Simultaneous Learning
      Akarachai Atakulreka, Daricha Sutivong
      Pages 100-109
    2. Some Analysis on the Network of Bursting Neurons: Quantifying Behavioral Synchronization
      Dragos Calitoiu, John B. Oommen, Doron Nussbaum
      Pages 110-119
    3. Comparative Analysis of Multiple Neural Networks for Online Identification of a UAV
      Vishwas Puttige, Sreenatha Anavatti, Tapabrata Ray
      Pages 120-129
    4. Prediction of Polysomnographic Measurements
      S. I. Rathnayake, Udantha R. Abeyratne
      Pages 130-139
  5. Evolutionary Computing

    1. A Genetic Programming Approach to Extraction of Glycan Motifs Using Tree Structured Patterns
      Masatoshi Nagamine, Tetsuhiro Miyahara, Tetsuji Kuboyama, Hiroaki Ueda, Kenichi Takahashi
      Pages 150-159
    2. Feature Construction and Dimension Reduction Using Genetic Programming
      Kourosh Neshatian, Mengjie Zhang, Mark Johnston
      Pages 160-170
    3. Adjusting Population Distance for the Dual-Population Genetic Algorithm
      Taejin Park, Ri Choe, Kwang Ryel Ryu
      Pages 171-180

About these proceedings

Introduction

This volume contains the papers presented at AI 2007: The 20th Australian Joint Conference on Arti?cial Intelligence held during December 2–6, 2007 on the Gold Coast, Queensland, Australia. AI 2007 attracted 194 submissions (full papers) from 34 countries. The review process was held in two stages. In the ?rst stage, the submissions were assessed for their relevance and readability by the Senior Program Committee members. Those submissions that passed the ?rst stage were then reviewed by at least three Program Committee members and independent reviewers. After extensive disc- sions, the Committee decided to accept 60 regular papers (acceptance rate of 31%) and 44 short papers (acceptance rate of 22.7%). Two regular papers and four short papers were subsequently withdrawn and are not included in the proceedings. AI 2007 featured invited talks from four internationally distinguished - searchers, namely, Patrick Doherty, Norman Foo, Richard Hartley and Robert Hecht-Nielsen. They shared their insights and work with us and their contri- tions to AI 2007 were greatly appreciated. AI 2007 also featured workshops on integrating AI and data-mining, semantic biomedicine and ontology. The short papers were presented in an interactive poster session and contributed to a st- ulating conference. It was a great pleasure for us to serve as the Program Co-chairs of AI 2007.

Keywords

Automat Constraint Satisfaction artificial intelligence automated reasoning evolution evolutionary computation expert system knowledge discovery knowledge representation machine learning neural network ontology robot robotics

Bibliographic information

  • Copyright Information Springer-Verlag Berlin Heidelberg 2007
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Computer Science
  • Print ISBN 978-3-540-76926-2
  • Online ISBN 978-3-540-76928-6
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349