6. IDEAL 2005: Brisbane, Queensland, Australia

Data Mining and Knowledge Engineering

• Juryon Paik, Dongho Won, Farshad Fotouhi, Ung-Mo Kim:
  EXiT-B: A New Approach for Extracting Maximal Frequent Subtrees from XML Data. 1-8
  
• Mehul Bhatt, J. Wenny Rahayu, Gerald Sterling:
  Synthetic Environment Representational Semantics Using the Web Ontology Language. 9-16
  
• Wenhui Li, Haibin Sun:
  New Rules for Hybrid Spatial Reasoning. 17-24
  
• Soon-Young Park, Hae-Young Bae:
  Using Pre-aggregation for Efficient Spatial Query Processing in Sensor Environments. 25-31
  
• Hsing-Kuo Pao, Shou-Chih Chang, Yuh-Jye Lee:
  Model Trees for Classification of Hybrid Data Types. 32-39
  
• Xin Wang, Ata Kabán:
  Finding Uninformative Features in Binary Data. 40-47
  
• Xiaobing Pei, Yuanzhen Wang:
  Knowledge Reduction of Rough Set Based on Partition. 48-55
  
• Atul Sajjanhar, Guojun Lu, Dengsheng Zhang, Tian Qi:
  Multiresolution Analysis of Connectivity. 56-62
  
• Lin Mei, Gerd Brunner, Lokesh Setia, Hans Burkhardt:
  Kernel Biased Discriminant Analysis Using Histogram Intersection Kernel for Content-Based Image Retrieval. 63-70
  
• Yong Yang, Feng Zhang, Chongxun Zheng, Pan Lin:
  Unsupervised Image Segmentation Using Penalized Fuzzy Clustering Algorithm. 71-77
  
• Samuel W. K. Chan:
  Multi-attributes Image Analysis for the Classification of Web Documents Using Unsupervised Technique. 78-85
  
• Xiangdong Zhou, Jianye Ye, Lian Chen, Liang Zhang, Baile Shi:
  Automatic Image Annotation Based on Topic-Based Smoothing. 86-93
  
• Jaeyoung Yang, Jinbeom Kang, Joongmin Choi:
  A Focused Crawler with Document Segmentation. 94-101
  
• Yuseop Kim, Woo-Jin Cho, Jae Young Lee, Yu-Jin Oh:
  An Intelligent Grading System Using Heterogeneous Linguistic Resources. 102-108
  
• Peter Christen:
  Probabilistic Data Generation for Deduplication and Data Linkage. 109-116
  
• Idowu O. Adewale, Reda Alhajj:
  Mining Job Logs Using Incremental Attribute-Oriented Approach. 117-124
  
• Silvia Silva da Costa Botelho, Willian Lautenschlger, Matheus Bacelo de Figueiredo, Tania Mezzadri Centeno, Mauricio M. Mata:
  Dimensional Reduction of Large Image Datasets Using Non-linear Principal Components. 125-132
  
• Yongguang Bao, Eisuke Tsuchiya, Naohiro Ishii, Xiaoyong Du:
  Classification by Instance-Based Learning Algorithm. 133-140
  
• Kihong Kim, Jinkeun Hong, Jongin Lim:
  Analysis/Synthesis of Speech Signals Based on AbS/OLA Sinusoidal Modeling Using Elliptic Filter. 141-148
  
• Donghyun Kim, Dongsuk Yook:
  Robust Model Adaptation Using Mean and Variance Transformations in Linear Spectral Domain. 149-154
  
• Xixia Huang, Shanben Chen:
  Using Support Vector Machine for Modeling of Pulsed GTAW Process. 155-163
  
• Mahdi Jalili-Kharaajoo:
  Design of Simple Structure Neural Voltage Regulator for Power Systems. 164-170
  
• Zhuoming Li, Yu Zhang, Qinyu Zhang, Masatake Akutagawa, Hirofumi Nagashino, Fumio Shichijo, Yohsuke Kinouchi:
  EEG Source Localization for Two Dipoles in the Brain Using a Combined Method. 171-178
  
• Mahdi Jalili-Kharaajoo:
  Intelligent Control of Micro Heat Exchanger with Locally Linear Identifier and Emotional Based Controller. 179-186
  
• Álvaro Herrero, Emilio Corchado, José Manuel Sáiz:
  Identification of Anomalous SNMP Situations Using a Cooperative Connectionist Exploratory Projection Pursuit Model. 187-194
  

Learning Algorithms and Systems

• Matthew Lilley, Marcus R. Frean:
  Neural Networks: A Replacement for Gaussian Processes? 195-202
  
• Jinwen Ma, Qi-Cai He:
  A Dynamic Merge-or-Split Learning Algorithm on Gaussian Mixture for Automated Model Selection. 203-210
  
• Zheng Rong Yang:
  Bayesian Radial Basis Function Neural Network. 211-219
  
• Flora Yu-Hui Yeh, Marcus Gallagher:
  An Empirical Study of Hoeffding Racing for Model Selection in k-Nearest Neighbor Classification. 220-227
  
• Sho Nariai, Kin-Ping Hui, Dirk P. Kroese:
  Designing an Optimal Network Using the Cross-Entropy Method. 228-233
  
• Richi Nayak:
  Generating Predicate Rules from Neural Networks. 234-241
  
• Petra Povalej, Mitja Lenic, Peter Kokol:
  Improving Ensembles with Classificational Cellular Automata. 242-249
  
• Zhiwu Lu, QianSheng Cheng, Jinwen Ma:
  A Gradient BYY Harmony Learning Algorithm on Mixture of Experts for Curve Detection. 250-257
  
• Qingbo Yin, Liran Shen, Rubo Zhang, Xueyao Li:
  A Novel Anomaly Detection Using Small Training Sets. 258-263
  
• Sai-cheong Ng, Kwong-Sak Leung:
  Induction of Linear Decision Trees with Real-Coded Genetic Algorithms and k-D Trees. 264-271
  
• Ahmet Akbas:
  Intelligent Predictive Control of a 6-Dof Robotic Manipulator with Reliability Based Performance Improvement. 272-279
  
• José Arturo Olvera-López, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad:
  Sequential Search for Decremental Edition. 280-285
  
• Narongdech Keeratipranon, Frédéric Maire:
  Bearing Similarity Measures for Self-organizing Feature Maps. 286-293
  
• Mohsin Ali, Xue Li, Zhao Yang Dong:
  Efficient Spatial Clustering Algorithm Using Binary Tree. 294-301
  
• Richard Bean, Geoffrey J. McLachlan:
  Cluster Analysis of High-Dimensional Data: A Case Study. 302-310
  
• Vladimir Nikulin:
  Universal Clustering with Family of Power Loss Functions in Probabilistic Space. 311-318
  
• Carla S. Möller-Levet, Hujun Yin:
  Circular SOM for Temporal Characterisation of Modelled Gene Expressions. 319-326
  
• Peter Tiño, Igor Farkas, Jort van Mourik:
  Recursive Self-organizing Map as a Contractive Iterative Function System. 327-334
  
• Miguel Á. Carreira-Perpiñán, Peter Dayan, Geoffrey J. Goodhill:
  Differential Priors for Elastic Nets. 335-342
  
• Alexander Campbell, Erik Berglund, Alexander Streit:
  Graphics Hardware Implementation of the Parameter-Less Self-organising Map. 343-350
  
• Xiaoyang Tan, Jun Liu, Songcan Chen, Fuyan Zhang:
  Weighted SOM-Face: Selecting Local Features for Recognition from Individual Face Image. 351-358
  
• Hyoungjoo Lee, Sungzoon Cho:
  SOM-Based Novelty Detection Using Novel Data. 359-366
  
• Huilin Ye:
  Multi-level Document Classifications with Self-organising Maps. 367-374
  

Bioinformatics

• Ivana Bozic, Guanglan Zhang, Vladimir Brusic:
  Predictive Vaccinology: Optimisation of Predictions Using Support Vector Machine Classifiers. 375-381
  
• Jennifer Hallinan:
  Evolving Neural Networks for the Classification of Malignancy Associated Changes. 382-389
  
• K. W. Lau, B. J. Stapley, S. Hubbard, H. Yin:
  Matching Peptide Sequences with Mass Spectra. 390-397
  
• Olivo Miotto, Tin Wee Tan, Vladimir Brusic:
  Extraction by Example: Induction of Structural Rules for the Analysis of Molecular Sequence Data from Heterogeneous Sources. 398-405
  
• Jun Luo, Jinwen Ma:
  A Multi-population chi² Test Approach to Informative Gene Selection. 406-413
  
• Xin Zhou, Kezhi Mao:
  Gene Selection of DNA Microarray Data Based on Regularization Networks. 414-421
  
• Liat Ben-Tovim Jones, Richard Bean, Geoffrey J. McLachlan, Justin Xi Zhu:
  Application of Mixture Models to Detect Differentially Expressed Genes. 422-431
  
• Chia Huey Ooi, Madhu Chetty:
  A Comparative Study of Two Novel Predictor Set Scoring Methods. 432-439
  
• Menaka Rajapakse, Lonce L. Wyse, Bertil Schmidt, Vladimir Brusic:
  Deriving Matrix of Peptide-MHC Interactions in Diabetic Mouse by Genetic Algorithm. 440-447
  
• James Gordon, Michael Towsey:
  SVM Based Prediction of Bacterial Transcription Start Sites. 448-453
  
• Mark Wakabayashi, John Hawkins, Stefan Maetschke, Mikael Bodén:
  Exploiting Sequence Dependencies in the Prediction of Peroxisomal Proteins. 454-461
  
• Nan Jiang, Wendy Xinyu Wu, Ian Mitchell:
  Protein Fold Recognition Using Neural Networks and Support Vector Machines. 462-469
  

Agents and Complex Systems

• Hyunsang Youn, Sungwook Hwang, Hee Yong Youn, Eunseok Lee:
  Support Tool for Multi-agent Development. 470-477
  
• Amina Tariq, Amna Basharat, Hafiz Farooq Ahmad, Hiroki Suguri, Arshad Ali:
  A Hybrid Agent Architecture for Modeling Autonomous Agents in SAGE. 478-485
  
• Bo An, Chunyan Miao, Lianggui Tang, Shuangqing Li, Daijie Cheng:
  Toward Transitive Dependence in MAS. 486-493
  
• Seunghwa Lee, Jehwan Oh, Eunseok Lee:
  An Architecture for Multi-agent Based Self-adaptive System in Mobile Environment. 494-500
  
• Youngsoo Choi, Sanguk Noh, Kyunghee Choi, Gihyun Jung:
  Autonomous and Dependable Recovery Scheme in UPnP Network Settings. 501-506
  
• Bo An, Chunyan Miao, Lianggui Tang, Shuangqing Li, Daijie Cheng:
  A Transitive Dependence Based Social Reasoning Mechanism for Coalition Formation. 507-514
  
• Jeongmin Park, Hyunsang Youn, Eunseok Lee:
  A Multi-agent Based Context Aware Self-healing System. 515-523
  
• Penelope Sweetser, Janet Wiles:
  Combining Influence Maps and Cellular Automata for Reactive Game Agents. 524-531
  
• Janet Wiles, James Watson:
  Patterns in Complex Systems Modeling. 532-539
  
• Yuping Wang, Jinling Du, Chuangyin Dang:
  Global Optimization Using Evolutionary Algorithm Based on Level Set Evolution and Latin Square. 540-545
  
• Wing-Ho Shum, Kwong-Sak Leung, Man Leung Wong:
  Co-evolutionary Rule-Chaining Genetic Programming. 546-554
  
• K. G. Srinivasa, Karthik Sridharan, P. Deepa Shenoy, K. R. Venugopal, Lalit M. Patnaik:
  A Dynamic Migration Model for Self-adaptive Genetic Algorithms. 555-562
  

Financial Engineering

• Ceyhun Araz, Irem Ozkarahan:
  A Multicriteria Sorting Procedure for Financial Classification Problems: The Case of Business Failure Risk Assessment. 563-570
  
• Edmond H. C. Wu, Philip L. H. Yu:
  Volatility Modelling of Multivariate Financial Time Series by Using ICA-GARCH Models. 571-579
  
• Victor Fang, Vincent C. S. Lee, Yee Choon Lim:
  Volatility Transmission Between Stock and Bond Markets: Evidence from US and Australia. 580-587
  
• Andrei Hryshko, Tom Downs:
  A Machine Learning Approach to Intraday Trading on Foreign Exchange Markets. 588-595
  

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