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| 2005 | A Dynamic Merge-or-Split Learning Algorithm on Gaussian Mixture for Automated Model Selection. Jinwen Ma, Qi-Cai He |
| 2005 | A Dynamic Migration Model for Self-adaptive Genetic Algorithms. K. G. Srinivasa, Karthik Sridharan, P. Deepa Shenoy, K. R. Venugopal, Lalit M. Patnaik |
| 2005 | A Focused Crawler with Document Segmentation. Jaeyoung Yang, Jinbeom Kang, Joongmin Choi |
| 2005 | A Gradient BYY Harmony Learning Algorithm on Mixture of Experts for Curve Detection. Zhiwu Lu, QianSheng Cheng, Jinwen Ma |
| 2005 | A Hybrid Agent Architecture for Modeling Autonomous Agents in SAGE. Amina Tariq, Amna Basharat, Hafiz Farooq Ahmad, Hiroki Suguri, Arshad Ali |
| 2005 | A Machine Learning Approach to Intraday Trading on Foreign Exchange Markets. Andrei Hryshko, Tom Downs |
| 2005 | A Multi-agent Based Context Aware Self-healing System. Jeongmin Park, Hyunsang Youn, Eunseok Lee |
| 2005 | A Multi-population chi Jun Luo, Jinwen Ma |
| 2005 | A Multicriteria Sorting Procedure for Financial Classification Problems: The Case of Business Failure Risk Assessment. Ceyhun Araz, Irem Ozkarahan |
| 2005 | A Novel Anomaly Detection Using Small Training Sets. Qingbo Yin, Liran Shen, Rubo Zhang, Xueyao Li |
| 2005 | A Transitive Dependence Based Social Reasoning Mechanism for Coalition Formation. Bo An, Chunyan Miao, Lianggui Tang, Shuangqing Li, Daijie Cheng |
| 2005 | An Architecture for Multi-agent Based Self-adaptive System in Mobile Environment. Seunghwa Lee, Jehwan Oh, Eunseok Lee |
| 2005 | An Empirical Study of Hoeffding Racing for Model Selection in k-Nearest Neighbor Classification. Flora Yu-Hui Yeh, Marcus Gallagher |
| 2005 | An Intelligent Grading System Using Heterogeneous Linguistic Resources. Yuseop Kim, Woo-Jin Cho, Jae-Young Lee, Yu-Jin Oh |
| 2005 | Analysis/Synthesis of Speech Signals Based on AbS/OLA Sinusoidal Modeling Using Elliptic Filter. Kihong Kim, Jinkeun Hong, Jongin Lim |
| 2005 | Application of Mixture Models to Detect Differentially Expressed Genes. Liat Ben-Tovim Jones, Richard Bean, Geoffrey J. McLachlan, Justin Xi Zhu |
| 2005 | Automatic Image Annotation Based on Topic-Based Smoothing. Xiangdong Zhou, Jianye Ye, Lian Chen, Liang Zhang, Baile Shi |
| 2005 | Autonomous and Dependable Recovery Scheme in UPnP Network Settings. Youngsoo Choi, Sanguk Noh, Kyunghee Choi, Gihyun Jung |
| 2005 | Bayesian Radial Basis Function Neural Network. Zheng Rong Yang |
| 2005 | Bearing Similarity Measures for Self-organizing Feature Maps. Narongdech Keeratipranon, Frédéric Maire |
| 2005 | Circular SOM for Temporal Characterisation of Modelled Gene Expressions. Carla S. Möller-Levet, Hujun Yin |
| 2005 | Classification by Instance-Based Learning Algorithm. Yongguang Bao, Eisuke Tsuchiya, Naohiro Ishii, Xiaoyong Du |
| 2005 | Cluster Analysis of High-Dimensional Data: A Case Study. Richard Bean, Geoffrey J. McLachlan |
| 2005 | Co-evolutionary Rule-Chaining Genetic Programming. Wing-Ho Shum, Kwong-Sak Leung, Man Leung Wong |
| 2005 | Combining Influence Maps and Cellular Automata for Reactive Game Agents. Penelope Sweetser, Janet Wiles |
| 2005 | Deriving Matrix of Peptide-MHC Interactions in Diabetic Mouse by Genetic Algorithm. Menaka Rajapakse, Lonce L. Wyse, Bertil Schmidt, Vladimir Brusic |
| 2005 | Design of Simple Structure Neural Voltage Regulator for Power Systems. Mahdi Jalili-Kharaajoo |
| 2005 | Designing an Optimal Network Using the Cross-Entropy Method. Sho Nariai, Kin-Ping Hui, Dirk P. Kroese |
| 2005 | Differential Priors for Elastic Nets. Miguel Á. Carreira-Perpiñán, Peter Dayan, Geoffrey J. Goodhill |
| 2005 | Dimensional Reduction of Large Image Datasets Using Non-linear Principal Components. Silvia Silva da Costa Botelho, Willian Lautenschlger, Matheus Bacelo de Figueiredo, Tania Mezzadri Centeno, Mauricio M. Mata |
| 2005 | EEG Source Localization for Two Dipoles in the Brain Using a Combined Method. Zhuoming Li, Yu Zhang, Qinyu Zhang, Masatake Akutagawa, Hirofumi Nagashino, Fumio Shichijo, Yohsuke Kinouchi |
| 2005 | EXiT-B: A New Approach for Extracting Maximal Frequent Subtrees from XML Data. Juryon Paik, Dongho Won, Farshad Fotouhi, Ung-Mo Kim |
| 2005 | Efficient Spatial Clustering Algorithm Using Binary Tree. Mohsin Ali, Xue Li, Zhao Yang Dong |
| 2005 | Evolving Neural Networks for the Classification of Malignancy Associated Changes. Jennifer Hallinan |
| 2005 | Exploiting Sequence Dependencies in the Prediction of Peroxisomal Proteins. Mark Wakabayashi, John Hawkins, Stefan Maetschke, Mikael Bodén |
| 2005 | Extraction by Example: Induction of Structural Rules for the Analysis of Molecular Sequence Data from Heterogeneous Sources. Olivo Miotto, Tin Wee Tan, Vladimir Brusic |
| 2005 | Finding Uninformative Features in Binary Data. Xin Wang, Ata Kabán |
| 2005 | Gene Selection of DNA Microarray Data Based on Regularization Networks. Xin Zhou, Kezhi Mao |
| 2005 | Generating Predicate Rules from Neural Networks. Richi Nayak |
| 2005 | Global Optimization Using Evolutionary Algorithm Based on Level Set Evolution and Latin Square. Yuping Wang, Jinling Du, Chuangyin Dang |
| 2005 | Graphics Hardware Implementation of the Parameter-Less Self-organising Map. Alexander Campbell, Erik Berglund, Alexander Streit |
| 2005 | Identification of Anomalous SNMP Situations Using a Cooperative Connectionist Exploratory Projection Pursuit Model. Álvaro Herrero, Emilio Corchado, José Manuel Sáiz |
| 2005 | Improving Ensembles with Classificational Cellular Automata. Petra Povalej, Mitja Lenic, Peter Kokol |
| 2005 | Induction of Linear Decision Trees with Real-Coded Genetic Algorithms and k-D Trees. Sai-cheong Ng, Kwong-Sak Leung |
| 2005 | Intelligent Control of Micro Heat Exchanger with Locally Linear Identifier and Emotional Based Controller. Mahdi Jalili-Kharaajoo |
| 2005 | Intelligent Data Engineering and Automated Learning - IDEAL 2005, 6th International Conference, Brisbane, Australia, July 6-8, 2005, Proceedings Marcus Gallagher, James M. Hogan, Frédéric Maire |
| 2005 | Intelligent Predictive Control of a 6-Dof Robotic Manipulator with Reliability Based Performance Improvement. Ahmet Akbas |
| 2005 | Kernel Biased Discriminant Analysis Using Histogram Intersection Kernel for Content-Based Image Retrieval. Lin Mei, Gerd Brunner, Lokesh Setia, Hans Burkhardt |
| 2005 | Knowledge Reduction of Rough Set Based on Partition. Xiaobing Pei, Yuanzhen Wang |
| 2005 | Matching Peptide Sequences with Mass Spectra. K. W. Lau, Benjamin J. Stapley, Simon J. Hubbard, Hujun Yin |
| 2005 | Mining Job Logs Using Incremental Attribute-Oriented Approach. Idowu O. Adewale, Reda Alhajj |
| 2005 | Model Trees for Classification of Hybrid Data Types. Hsing-Kuo Pao, Shou-Chih Chang, Yuh-Jye Lee |
| 2005 | Multi-attributes Image Analysis for the Classification of Web Documents Using Unsupervised Technique. Samuel W. K. Chan |
| 2005 | Multi-level Document Classifications with Self-organising Maps. Huilin Ye |
| 2005 | Multiresolution Analysis of Connectivity. Atul Sajjanhar, Guojun Lu, Dengsheng Zhang, Qi Tian |
| 2005 | Neural Networks: A Replacement for Gaussian Processes? Matthew Lilley, Marcus R. Frean |
| 2005 | New Rules for Hybrid Spatial Reasoning. Wenhui Li, Haibin Sun |
| 2005 | Patterns in Complex Systems Modeling. Janet Wiles, James E. M. Watson |
| 2005 | Predictive Vaccinology: Optimisation of Predictions Using Support Vector Machine Classifiers. Ivana Bozic, Guanglan Zhang, Vladimir Brusic |
| 2005 | Probabilistic Data Generation for Deduplication and Data Linkage. Peter Christen |
| 2005 | Protein Fold Recognition Using Neural Networks and Support Vector Machines. Nan Jiang, Wendy Xinyu Wu, Ian Mitchell |
| 2005 | Recursive Self-organizing Map as a Contractive Iterative Function System. Peter Tiño, Igor Farkas, Jort van Mourik |
| 2005 | Robust Model Adaptation Using Mean and Variance Transformations in Linear Spectral Domain. Donghyun Kim, Dongsuk Yook |
| 2005 | SOM-Based Novelty Detection Using Novel Data. Hyoungjoo Lee, Sungzoon Cho |
| 2005 | SVM Based Prediction of Bacterial Transcription Start Sites. James J. Gordon, Michael Towsey |
| 2005 | Sequential Search for Decremental Edition. José Arturo Olvera-López, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad |
| 2005 | Support Tool for Multi-agent Development. Hyunsang Youn, Sungwook Hwang, Hee Yong Youn, Eunseok Lee |
| 2005 | Synthetic Environment Representational Semantics Using the Web Ontology Language. Mehul Bhatt, J. Wenny Rahayu, Gerald Sterling |
| 2005 | Toward Transitive Dependence in MAS. Bo An, Chunyan Miao, Lianggui Tang, Shuangqing Li, Daijie Cheng |
| 2005 | Universal Clustering with Family of Power Loss Functions in Probabilistic Space. Vladimir Nikulin |
| 2005 | Unsupervised Image Segmentation Using Penalized Fuzzy Clustering Algorithm. Yong Yang, Feng Zhang, Chongxun Zheng, Pan Lin |
| 2005 | Using Pre-aggregation for Efficient Spatial Query Processing in Sensor Environments. Soon-Young Park, Hae-Young Bae |
| 2005 | Using Support Vector Machine for Modeling of Pulsed GTAW Process. Xixia Huang, Shanben Chen |
| 2005 | Volatility Modelling of Multivariate Financial Time Series by Using ICA-GARCH Models. Edmond H. C. Wu, Philip L. H. Yu |
| 2005 | Volatility Transmission Between Stock and Bond Markets: Evidence from US and Australia. Victor Fang, Vincent C. S. Lee, Yee Choon Lim |
| 2005 | Weighted SOM-Face: Selecting Local Features for Recognition from Individual Face Image. Xiaoyang Tan, Jun Liu, Songcan Chen, Fuyan Zhang |