24. Australasian Joint Conference on Artificial Intelligence 2011: Perth, Australia
Dianhui Wang, Mark Reynolds (Eds.): AI 2011: Advances in Artificial Intelligence - 24th Australasian Joint Conference, Perth, Australia, December 5-8, 2011. Proceedings. Springer 2011 Lecture Notes in Computer Science 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
- 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
Session 3: Evolutionary Computation and Optimization
- 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
- Zuojun Xiong, Jeremy Seligman: How Questions Guide Choices: A Preliminary Logical Investigation. 462-471
Session 5: Logic and Reasoning
- David Billington: A Defeasible Logic for Clauses. 472-480
- Ivan Bindoff, Byeong Ho Kang: Applying Multiple Classification Ripple Round Rules to a Complex Configuration Task. 481-490
- Katarina Britz, Thomas Meyer, Ivan José Varzinczak: Semantic Foundation for Preferential Description Logics. 491-500
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
- 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
- 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
- Wai-Kiang Yeap, M. Zulfikar Hossain, Thomas Brunner: On the Implementation of a Theory of Perceptual Mapping. 739-748
Session 10: AI Applications
- Dan R. Corbett, Douglas W. Gage, Douglas Hackett: Robotic Communications and Surveillance - The DARPA LANdroids Program. 749-758
- Jer Lang Hong, Ee Xion Tan, Fariza Fauzi: Data Extraction for Search Engine Using Safe Matching. 759-768
- Abid M. Malik: Automatic Static Feature Generation for Compiler Optimization Problems. 769-778
- Alexandre Mendes, Natashia Boland: Multi-objective Optimisation of Power Restoration in Electricity Distribution Systems. 779-788
- Qingmai Wang, Xinghuo Yu: Reasoning over OWL/SWRL Ontologies under CWA and UNA for Industrial Applications. 789-798
- Anis Yazidi, Ole-Christoffer Granmo, B. John Oommen: Tracking the Preferences of Users Using Weak Estimators. 799-808
- Junwu Zhu, Dongmo Zhang: Dynamic Auction for Efficient Competitive Equilibrium under Price Rigidities. 809-818
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last updated on 2013-06-19T201401 by the dblp team