6. IDEAL 2005:
Brisbane,
Queensland,
Australia
Marcus Gallagher, James M. Hogan, Frédéric Maire (Eds.):
Intelligent Data Engineering and Automated Learning - IDEAL 2005, 6th International Conference, Brisbane, Australia, July 6-8, 2005, Proceedings.
Lecture Notes in Computer Science 3578 Springer 2005, ISBN 3-540-26972-X 
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
Copyright © Sat Nov 21 00:13:58 2009
by Michael Ley (ley@uni-trier.de)
