Dianhui Wang, Mark Reynolds (Eds.):
AI 2011: Advances in Artificial Intelligence - 24th Australasian Joint Conference, Perth, Australia, December 5-8, 2011. Proceedings.
Lecture Notes in Computer Science 7106 Springer 2011, ISBN 978-3-642-25831-2 
Session 1:
Data Mining and Knowledge Discovery
- Mani Abedini, Michael Kirley:
Guided Rule Discovery in XCS for High-Dimensional Classification Problems.
1-10
- Le Phu, Duong Tuan Anh:
Motif-Based Method for Initialization the K-Means Clustering for Time Series Data.
11-20
- César A. Astudillo, B. John Oommen:
Semi-Supervised Classification Using Tree-Based Self-Organizing Maps.
21-30
- Alex Berry, R. Mike Cameron-Jones:
The Discovery and Use of Ordinal Information on Attribute Values in Classifier Learning.
31-40
- Luke Bjerring, Eibe Frank:
Beyond Trees: Adopting MITI to Learn Rules and Ensemble Classifiers for Multi-Instance Data.
41-50
- Kevin Chai, Chen Wu, Vidyasagar Potdar, Pedram Hayati:
Automatically Measuring the Quality of User Generated Content in Forums.
51-60
- Joseph Paul Cohen, Siyi Liu, Wei Ding:
Genetically Enhanced Feature Selection of Discriminative Planetary Crater Image Features.
61-71
- Adrian Letchford, Junbin Gao, Lihong Zheng:
Penalized Least Squares for Smoothing Financial Time Series.
72-81
- Enes Makalic, Daniel Francis Schmidt:
Logistic Regression with the Nonnegative Garrote.
82-91
- Alexandre Mendes:
Identification of Breast Cancer Subtypes Using Multiple Gene Expression Microarray Datasets.
92-101
- Nizamul Morshed, Madhu Chetty:
Combining Instantaneous and Time-Delayed Interactions between Genes - A Two Phase Algorithm Based on Information Theory.
102-111
- Benjamin Peherstorfer, Dirk Pflüger, Hans-Joachim Bungartz:
A Sparse-Grid-Based Out-of-Sample Extension for Dimensionality Reduction and Clustering with Laplacian Eigenmaps.
112-121
- Goce Ristanoski, James Bailey:
Distribution Based Data Filtering for Financial Time Series Forecasting.
122-131
- Thomas Rückstieß, Christian Osendorfer, P. Patrick van der Smagt:
Sequential Feature Selection for Classification.
132-141
- Andrzej Szwabe, Michal Ciesielczyk, Pawel Misiorek:
Long-Tail Recommendation Based on Reflective Indexing.
142-151
- Arvin Varadharajalu, Wei Liu, Wilson Wong:
Author Name Disambiguation for Ranking and Clustering PubMed Data Using NetClus.
152-161
- Leelani Kumari Wickramasinghe, Damminda Alahakoon, Peter Schattner, Michael P. Georgeff:
Self-Organizing Maps for Translating Health Care Knowledge: A Case Study in Diabetes Management.
162-171
- Lei Xu, Edward Hung:
Distance-Based Feature Selection on Classification of Uncertain Objects.
172-181
Session 2:
Machine Learning
- Radim Belohlávek, Jan Konecny:
Closure Spaces of Isotone Galois Connections and Their Morphisms.
182-191
- Urvesh Bhowan, Mark Johnston, Mengjie Zhang:
Ensemble Learning and Pruning in Multi-Objective Genetic Programming for Classification with Unbalanced Data.
192-202
- Masakazu Ishihata, Taisuke Sato, Shin-ichi Minato:
Compiling Bayesian Networks for Parameter Learning Based on Shared BDDs.
203-212
- Guohua Liang, Xingquan Zhu, Chengqi Zhang:
An Empirical Study of Bagging Predictors for Imbalanced Data with Different Levels of Class Distribution.
213-222
- Enes Makalic, Daniel Francis Schmidt:
A Simple Bayesian Algorithm for Feature Ranking in High Dimensional Regression Problems.
223-230
- Bernhard Pfahringer:
Semi-random Model Tree Ensembles: An Effective and Scalable Regression Method.
231-240
- Duc-Son Pham, Svetha Venkatesh:
Supervised Subspace Learning with Multi-class Lagrangian SVM on the Grassmann Manifold.
241-250
- Quan Sun, Bernhard Pfahringer:
Bagging Ensemble Selection.
251-260
- John Thornton, Andrew Srbic, Linda Main, Mahsa Chitsaz:
Augmented Spatial Pooling.
261-270
Session 3:
Evolutionary Computation and Optimization
- Antonio Bolufé Röhler, Stephen Chen:
An Analysis of Sub-swarms in Multi-swarm Systems.
271-280
- Stephen Chen, James Montgomery:
A Simple Strategy to Maintain Diversity and Reduce Crowding in Particle Swarm Optimization.
281-290
- Tobias Friedrich, Trent Kroeger, Frank Neumann:
Weighted Preferences in Evolutionary Multi-objective Optimization.
291-300
- Wenlong Fu, Mark Johnston, Mengjie Zhang:
Genetic Programming for Edge Detection Based on Accuracy of Each Training Image.
301-310
- Rachel Hunt, Mark Johnston, Mengjie Zhang:
Improving Robustness of Multiple-Objective Genetic Programming for Object Detection.
311-320
- Takahiro Otani, Reiji Suzuki, Takaya Arita:
DE/isolated/1: A New Mutation Operator for Multimodal Optimization with Differential Evolution.
321-330
- Tirtha R. Ranjeet, Martin Masek, Philip Hingston, Chiou-Peng Lam:
The Effects of Diversity Maintenance on Coevolution for an Intransitive Numbers Problem.
331-340
- Aaron Scoble, Mark Johnston, Mengjie Zhang:
Eliminating Useless Object Detectors Evolved in Multiple-Objective Genetic Programming.
341-350
- Siwei Jiang, Jie Zhang, Yew-Soon Ong:
Asymmetric Pareto-adaptive Scheme for Multiobjective Optimization.
351-360
- Aram Ter-Sarkisov, Stephen R. Marsland:
Convergence of a Recombination-Based Elitist Evolutionary Algorithm on the Royal Roads Test Function.
361-371
- Jingxuan Wei, Mengjie Zhang:
Simplex Model Based Evolutionary Algorithm for Dynamic Multi-Objective Optimization.
372-381
- Danial Yazdani, Hadi Nabizadeh, Elyas Mohamadzadeh Kosari, Adel Nadjaran Toosi:
Color Quantization Using Modified Artificial Fish Swarm Algorithm.
382-391
Session 4:
Intelligent Agent Systems
- Chao Yu, Minjie Zhang, Fenghui Ren:
Coordinated Learning for Loosely Coupled Agents with Sparse Interactions.
392-401
- Jacob Dumesny, Tim Miller, Michael Kirley, Liz Sonenberg:
TATM: A Trust Mechanism for Social Traders in Double Auctions.
402-411
- Bradford Heap, Maurice Pagnucco:
Sequential Single-Cluster Auctions for Robot Task Allocation.
412-421
- Marwa Khater, Elham Salehi, Robin Gras:
Correlation between Genetic Diversity and Fitness in a Predator-Prey Ecosystem Simulation.
422-431
- Abhaya C. Nayak:
Is Revision a Special Kind of Update?
432-441
- Fenghui Ren, Minjie Zhang, Xudong Luo, Danny Soetanto:
A Parallel, Multi-issue Negotiation Model in Dynamic E-Markets.
442-451
- Kamil Rocki, Reiji Suda:
Parallel Monte Carlo Tree Search Scalability Discussion.
452-461
- Zuojun Xiong, Jeremy Seligman:
How Questions Guide Choices: A Preliminary Logical Investigation.
462-471
Session 5:
Logic and Reasoning
Session 6:
Vision and Graphics
- Xiaoming Chen, Senjian An, Wanquan Liu, Wanqing Li:
Object Detection by Admissible Region Search.
521-530
- Jun Cheng, Shiguang Zheng, Xinyu Wu:
Structured Light-Based Shape Measurement System of Human Body.
531-539
- Antoni Liang, Senjian An, Wanquan Liu:
Fast Sub-window Search with Square Shape.
540-549
- Shiwei Ma, Yujie Shen, Junfeng Qian, Hui Chen, Zhonghua Hao, Lei Yang:
Binocular Structured Light Stereo Matching Approach for Dense Facial Disparity Map.
550-559
- Adrian Ratter, David Claridge, Jayen Ashar, Bernhard Hengst:
Fast Object Detection with Foveated Imaging and Virtual Saccades on Resource Limited Robots.
560-569
- Luming Zhang, Mingli Song, Jiajun Bu, Chun Chen:
Fast Multi-view Graph Kernels for Object Classification.
570-579
Session 7:
Image Processing
- Ling Chen, Bolun Chen, Yixin Chen:
Image Feature Selection Based on Ant Colony Optimization.
580-589
- Cong He, Huiyun Mao, Lianwen Jin:
Realistic Smile Expression Recognition Using Biologically Inspired Features.
590-599
- Jun Li, Wei Bian, Dacheng Tao, Chengqi Zhang:
Learning Colours from Textures by Sparse Manifold Embedding.
600-608
- Mahdi Setayesh, Mengjie Zhang, Mark Johnston:
Investigating Particle Swarm Optimisation Topologies for Edge Detection in Noisy Images.
609-618
- Sitti Rachmawati Yahya, Siti Norul Huda Sheikh Abdullah, Khairuddin Omar, Choong-Yeun Liong:
Adaptive Binarization Method for Enhancing Ancient Malay Manuscript Images.
619-627
Session 8:
Natural Language Processing
- Ehsan KhounSiavash, Kamran Zamanifar:
A New Approach to Use Concepts Definitions for Semantic Relatedness Measurement.
628-637
- Daniel Macías Galindo, Wilson Wong, Lawrence Cavedon, John Thangarajah:
Using a Lexical Dictionary and a Folksonomy to Automatically Construct Domain Ontologies.
638-647
- Rafal Rzepka, Koichi Muramoto, Kenji Araki:
Generality Evaluation of Automatically Generated Knowledge for the Japanese ConceptNet.
648-657
- Rolf Schwitter:
Processing Coordinated Structures in PENG Light.
658-667
- Suliana Sulaiman, Khairuddin Omar, Nazlia Omar, Mohd Zamri Murah, Hamdan Abdul Rahman:
A Malay Stemmer for Jawi Characters.
668-676
Session 9:
Cognitive Modeling and Simulation Technology
- Timothy Joseph Cerexhe, Maurice Pagnucco:
Executability in the Situation Calculus.
677-686
- Yohei Fujita, Atsuko Mutoh, Shohei Kato:
Birdsong Acquisition Model by Sexual Selection Focused on Habitat Density.
687-696
- Takayasu Fushimi, Yamato Kubota, Kazumi Saito, Masahiro Kimura, Kouzou Ohara, Hiroshi Motoda:
Speeding Up Bipartite Graph Visualization Method.
697-706
- Norliza Katuk, Ruili Wang, Hokyoung Ryu:
Enhancement of Learning Experience Using Skill-Challenge Balancing Approach.
707-716
- Minh Luan Nguyen, Siu Cheung Hui, Alvis Cheuk M. Fong:
A Divide-and-Conquer Tabu Search Approach for Online Test Paper Generation.
717-726
- Hans P. van Ditmarsch, Tim French:
On the Interactions of Awareness and Certainty.
727-738
- Wai-Kiang Yeap, M. Zulfikar Hossain, Thomas Brunner:
On the Implementation of a Theory of Perceptual Mapping.
739-748
Session 10:
AI Applications
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