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AI 2012: Advances in Artificial Intelligence

25th Australasian Joint Conference, Sydney, Australia, December 4-7, 2012. Proceedings

  • Michael Thielscher
  • Dongmo Zhang
Conference proceedings AI 2012

Part of the Lecture Notes in Computer Science book series (LNCS, volume 7691)

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 7691)

Table of contents

  1. Front Matter
    PDF

  2. Agents

    1. Measuring the Performance of Online Opponent Models in Automated Bilateral Negotiation
      Tim Baarslag, Mark Hendrikx, Koen Hindriks, Catholijn Jonker
      Pages 1-14
    2. Optimistic Agents Are Asymptotically Optimal
      Peter Sunehag, Marcus Hutter
      Pages 15-26
    3. An Enhanced Multi-Agent System with Evolution Mechanism to Approximate Physarum Transport Networks
      Yuheng Wu, Zili Zhang, Yong Deng, Huan Zhou, Tao Qian
      Pages 27-38

  3. Applications

    1. Predicting Shellfish Farm Closures with Class Balancing Methods
      Claire D’Este, Ashfaqur Rahman, Alison Turnbull
      Pages 39-48
    2. Automatic Han Chinese Folk Song Classification Using Extreme Learning Machines
      Suisin Khoo, Zhihong Man, Zhenwei Cao
      Pages 49-60
    3. People-to-People Recommendation Using Multiple Compatible Subgroups
      Yang Sok Kim, Ashesh Mahidadia, Paul Compton, Alfred Krzywicki, Wayne Wobcke, Xiongcai Cai et al.
      Pages 61-72
    4. Automatic Scoring of Erythema and Scaling Severity in Psoriasis Diagnosis
      Juan Lu, Ed Kazmiercazk, Jonathan H. Manton, Rodney Sinclair
      Pages 73-84
    5. A Multilayered Ensemble Architecture for the Classification of Masses in Digital Mammograms
      Peter Mc Leod, Brijesh Verma
      Pages 85-94
    6. Refined Distractor Generation with LSA and Stylometry for Automated Multiple Choice Question Generation
      Josef Robert Moser, Christian Gütl, Wei Liu
      Pages 95-106
    7. A New Genetic Algorithm for Simplified Protein Structure Prediction
      Mahmood A. Rashid, Md. Tamjidul Hoque, M. A. Hakim Newton, Duc Nghia Pham, Abdul Sattar
      Pages 107-119
    8. Generating Realistic Online Auction Data
      Sidney Tsang, Gillian Dobbie, Yun Sing Koh
      Pages 120-131

  4. Computer Vision

    1. A Robust Global Motion Estimation for Digital Video Stabilization
      Behnam Babagholami-Mohamadabadi, Amin Jourabloo, Mohammad T. Manzuri-Shalmani
      Pages 132-143
    2. Automatic Construction of Invariant Features Using Genetic Programming for Edge Detection
      Wenlong Fu, Mark Johnston, Mengjie Zhang
      Pages 144-155
    3. An Abstract Deep Network for Image Classification
      Anthony Knittel, Alan D. Blair
      Pages 156-169
    4. A Dynamic Approach for Detecting Naturalistic Affective States from Facial Videos during HCI
      Hamed Monkaresi, M. S. Hussain, Rafael A. Calvo
      Pages 170-181

  5. Constraints and Search

    1. A Self-adaptive Differential Evolution Algorithm with Constraint Sequencing
      Md. Asafuddoula, Tapabrata Ray, Ruhul Sarker
      Pages 182-193
    2. On the Violation of Circuits in Decomposable Negation Normal Form
      Lucas Bordeaux, Nina Narodytska
      Pages 194-205
    3. The RegularGcc Matrix Constraint
      Ronald de Haan, Nina Narodytska, Toby Walsh
      Pages 206-217
    4. A Method to Avoid Duplicative Flipping in Local Search for SAT
      Thach-Thao Duong, Duc Nghia Pham, Abdul Sattar
      Pages 218-229
    5. Anytime Algorithms for Biobjective Heuristic Search
      Priyankar Ghosh, Partha Pratim Chakrabarti, Pallab Dasgupta
      Pages 230-241
    6. ICHEA for Discrete Constraint Satisfaction Problems
      Anurag Sharma, Dharmendra Sharma
      Pages 242-253
    7. Anytime Column Search
      Satya Gautam Vadlamudi, Piyush Gaurav, Sandip Aine, Partha Pratim Chakrabarti
      Pages 254-265

  6. Evolutionary Computation

    1. Genetic Programming for Biomarker Detection in Mass Spectrometry Data
      Soha Ahmed, Mengjie Zhang, Lifeng Peng
      Pages 266-278
    2. An Evolutionary Approach for the Design of Autonomous Underwater Vehicles
      Khairul Alam, Tapabrata Ray, Sreenatha G. Anavatti
      Pages 279-290
    3. Unsupervised Learning of Mutagenesis Molecules Structure Based on an Evolutionary-Based Features Selection in DARA
      Rayner Alfred, Irwansah Amran, Leau Yu Beng, Tan Soo Fun
      Pages 291-299
    4. Inference of a Phylogenetic Tree: Hierarchical Clustering versus Genetic Algorithm
      Glenn Blanchette, Richard O’Keefe, Lubica Benuskova
      Pages 300-312
    5. A Dimension Reduction Approach to Classification Based on Particle Swarm Optimisation and Rough Set Theory
      Liam Cervante, Bing Xue, Lin Shang, Mengjie Zhang
      Pages 313-325
    6. Evolving Plastic Neural Networks for Online Learning: Review and Future Directions
      Oliver J. Coleman, Alan D. Blair
      Pages 326-337
    7. A Multimodal Problem for Competitive Coevolution
      Philip Hingston, Tirtha Ranjeet, Chiou Peng Lam, Martin Masek
      Pages 338-349
    8. XCSR with Computed Continuous Action
      Muhammad Iqbal, Will N. Browne, Mengjie Zhang
      Pages 350-361
    9. A Memetic Algorithm for Efficient Solution of 2D and 3D Shape Matching Problems
      Mohammad Sharif Khan, Tapabrata Ray
      Pages 362-372
    10. Local Search in Parallel Linear Genetic Programming for Multiclass Classification
      Aaron Scoble, Mark Johnston, Mengjie Zhang
      Pages 373-384

  7. Game Playing

    1. Opponent’s Style Modeling Based on Situations for Bayesian Poker
      Ruobing Li, Wenkai Li, Lin Shang, Yang Gao, Mengjie Zhang
      Pages 385-396
    2. Game Designers Training First Person Shooter Bots
      Michelle McPartland, Marcus Gallagher
      Pages 397-408
    3. Games with Ambiguous Payoffs and Played by Ambiguity and Regret Minimising Players
      Wei Xiong, Xudong Luo, Wenjun Ma
      Pages 409-420

  8. Information Retrieval

    1. Query Expansion Powered by Wikipedia Hyperlinks
      Carson Bruce, Xiaoying Gao, Peter Andreae, Shahida Jabeen
      Pages 421-432
    2. Constrained Grouped Sparsity
      Yi Guo, Junbin Gao, Xia Hong
      Pages 433-444
    3. Reverse Active Learning for Optimising Information Extraction Training Production
      Dung Nguyen, Jon Patrick
      Pages 445-456
    4. Adopting Relevance Feature to Learn Personalized Ontologies
      Yan Shen, Yuefeng Li, Yue Xu
      Pages 457-468
    5. Towards Domain Independent Why Text Segment Classification Based on Bag of Function Words
      Katsuyuki Tanaka, Tetsuya Takiguchi, Yasuo Ariki
      Pages 469-480

  9. Knowledge Representation

    1. A Delayed Splitting Bottom-Up Procedure for Model Generation
      Kiyoshi Akama, Ekawit Nantajeewarawat
      Pages 481-492
    2. A Goal-Oriented Algorithm for Unification in \(\mathcal{ELH}_{R+}\) w.r.t. Cycle-Restricted Ontologies
      Franz Baader, Stefan Borgwardt, Barbara Morawska
      Pages 493-504
    3. Normal Modal Preferential Consequence
      Katarina Britz, Thomas Meyer, Ivan Varzinczak
      Pages 505-516
    4. Trust in Context
      Abhaya C. Nayak
      Pages 517-529
    5. Complex Analogies: Remarks on the Complexity of HDTP
      Robert Robere, Tarek Richard Besold
      Pages 530-542
    6. A General Representation and Approximate Inference Algorithm for Sensing Actions
      Hanne Vlaeminck, Joost Vennekens, Marc Denecker
      Pages 543-554
    7. Systematicity, Accessibility, and Universal Properties
      William H. Wilson, Steven Phillips
      Pages 555-566
    8. RDL: Enhancing Description Logic with Rules
      Yi Zhou, Yan Zhang
      Pages 567-578

  10. Machine Learning

    1. Approximate Document Outlier Detection Using Random Spectral Projection
      Mazin Aouf, Laurence A. F. Park
      Pages 579-590

About these proceedings

Introduction

This book constitutes the refereed proceedings of the 25th Australasian Joint Conference on Artificial Intelligence, AI 2012, held in Sydney, Australia, in December 2012.
The 76 revised full papers presented were carefully reviewed and selected from 196 submissions. The papers address a wide range of agents, applications, computer vision, constraints and search, game playing, information retrieval, knowledge representation, machine learning, planning and scheduling, robotics and uncertainty in AI.

Keywords

evolutionary algorithm image analysis optimization problem recommender systems social network analysis

Editors and affiliations

  • Michael Thielscher
    • 1
  • Dongmo Zhang
    • 2
  1. 1.School of Computer Science and EngineeringUniversity of New South WalesSydneyAustralia
  2. 2.School of Computing and MathematicsUniversity of Western SydneyPenrith South DCAustralia

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-642-35101-3
  • Copyright Information Springer-Verlag Berlin Heidelberg 2012
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Computer Science
  • Print ISBN 978-3-642-35100-6
  • Online ISBN 978-3-642-35101-3
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site
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