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ORCID24. Australasian Joint Conference on Artificial Intelligence 2011: Perth, Australia
- Dianhui Wang, Mark Reynolds
:
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 M. 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, 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 - 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
- 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 Varzinczak:
Semantic Foundation for Preferential Description Logics. 491-500 - David Rajaratnam, Maurice Pagnucco:
From Approximate Clausal Reasoning to Problem Hardness. 501-510 - Ji Ruan, Michael Thielscher:
A Logic for Knowledge Flow in Social Networks. 511-520
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 van Ditmarsch, Tim French:
On the Interactions of Awareness and Certainty. 727-738 - Wai-Kiang Yeap, Md. 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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