| 2005 | Robust Model Adaptation Using Mean and Variance Transformations in Linear Spectral Domain. | Donghyun Kim, Dongsuk Yook |
| 2005 | Analysis/Synthesis of Speech Signals Based on AbS/OLA Sinusoidal Modeling Using Elliptic Filter. | Kihong Kim, Jinkeun Hong, Jongin Lim |
| 2005 | An Intelligent Grading System Using Heterogeneous Linguistic Resources. | Yuseop Kim, Woojin Cho, Jae-Young Lee, Yu-Jin Oh |
| 2005 | Bearing Similarity Measures for Self-organizing Feature Maps. | Narongdech Keeratipranon, Frdric Maire |
| 2005 | Application of Mixture Models to Detect Differentially Expressed Genes. | Liat Ben-Tovim Jones, Richard Bean, Geoffrey J. McLachlan, Justin Xi Zhu |
| 2005 | Protein Fold Recognition Using Neural Networks and Support Vector Machines. | Nan Jiang, Wendy Xinyu Wu, Ian Mitchell |
| 2005 | Intelligent Control of Micro Heat Exchanger with Locally Linear Identifier and Emotional Based Controller. | Mahdi Jalili-Kharaajoo |
| 2005 | Design of Simple Structure Neural Voltage Regulator for Power Systems. | Mahdi Jalili-Kharaajoo |
| 2005 | Using Support Vector Machine for Modeling of Pulsed GTAW Process. | Xixia Huang, Shanben Chen |
| 2005 | A Machine Learning Approach to Intraday Trading on Foreign Exchange Markets. | Andrei Hryshko, Tom Downs |
| 2005 | Identification of Anomalous SNMP Situations Using a Cooperative Connectionist Exploratory Projection Pursuit Model. | lvaro Herrero, Emilio Corchado, Jos Manuel Siz |
| 2005 | Evolving Neural Networks for the Classification of Malignancy Associated Changes. | Jennifer Hallinan |
| 2005 | SVM Based Prediction of Bacterial Transcription Start Sites. | James J. Gordon, Michael Towsey |
| 2005 | Volatility Transmission Between Stock and Bond Markets: Evidence from US and Australia. | Victor Fang, Vincent C. S. Lee, Yee Choon Lim |
| 2005 | Probabilistic Data Generation for Deduplication and Data Linkage. | Peter Christen |
| 2005 | Autonomous and Dependable Recovery Scheme in UPnP Network Settings. | Youngsoo Choi, Sanguk Noh, Kyunghee Choi, Gihyun Jung |
| 2005 | Multi-attributes Image Analysis for the Classification of Web Documents Using Unsupervised Technique. | Samuel W. K. Chan |
| 2005 | Differential Priors for Elastic Nets. | Miguel . Carreira-Perpin, Peter Dayan, Geoffrey J. Goodhill |
| 2005 | Graphics Hardware Implementation of the Parameter-Less Self-organising Map. | Alexander Campbell, Erik Berglund, Alexander Streit |
| 2005 | Predictive Vaccinology: Optimisation of Predictions Using Support Vector Machine Classifiers. | Ivana Bozic, Guanglan Zhang, Vladimir Brusic |
| 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 | Synthetic Environment Representational Semantics Using the Web Ontology Language. | Mehul Bhatt, J. Wenny Rahayu, Gerald Sterling |
| 2005 | Cluster Analysis of High-Dimensional Data: A Case Study. | Richard Bean, Geoffrey J. McLachlan |
| 2005 | Classification by Instance-Based Learning Algorithm. | Yongguang Bao, Eisuke Tsuchiya, Naohiro Ishii, Xiaoyong Du |
| 2005 | A Multicriteria Sorting Procedure for Financial Classification Problems: The Case of Business Failure Risk Assessment. | Ceyhun Araz, Irem Ozkarahan |