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6th IDEAL 2005: Brisbane, Queensland, Australia
- Marcus Gallagher, James M. Hogan, Frédéric Maire:
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
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
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
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
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
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, Benjamin J. Stapley, Simon J. Hubbard, Hujun 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
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
A Comparative Study of Two Novel Predictor Set Scoring Methods. 432-439 - Menaka Rajapakse, Lonce L. Wyse, Bertil Schmidt
Deriving Matrix of Peptide-MHC Interactions in Diabetic Mouse by Genetic Algorithm. 440-447 - James J. Gordon, Michael Towsey:
SVM Based Prediction of Bacterial Transcription Start Sites. 448-453 - Mark Wakabayashi, John Hawkins
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
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
Combining Influence Maps and Cellular Automata for Reactive Game Agents. 524-531 - Janet Wiles
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
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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