| 2004 | Evaluation of Classical and Novel Ensemble Methods for Handwritten Word Recognition. | Simon Gnter, Horst Bunke |
| 2004 | Automatic Design of Cascaded Classifiers. | Etienne Grossmann |
| 2004 | A New Method of Polyline Approximation. | Alexander Gribov, Eugene Bodansky |
| 2004 | Analyzing Weight Distribution of Feedforward Neural Networks and Efficient Weight Initialization. | Jinwook Go, Byungjoon Baek, Chulhee Lee |
| 2004 | Adaptive Context for a Discrete Universal Denoiser. | Georgy L. Gimel'farb |
| 2004 | A Computational Study of Nave Bayesian Learning in Anti-spam Management. | Zhiwei Fu, Isa Sarac |
| 2004 | A Two-Stage Classifier with Reject Option for Text Categorisation. | Giorgio Fumera, Ignazio Pillai, Fabio Roli |
| 2004 | Feature Selection by Markov Chain Monte Carlo Sampling - A Bayesian Approach. | Michael Egmont-Petersen |
| 2004 | Symbols Recognition System for Graphic Documents Combining Global Structural Approaches and Using a XML Representation of Data. | Mathieu Delalandre, ric Trupin, Jean-Marc Ogier |
| 2004 | Classifier Design for Population and Sensor Drift. | Keith Copsey, Andrew Webb |
| 2004 | One-Class Support Vector Machines with a Conformal Kernel. A Case Study in Handling Class Imbalance. | Gilles Cohen, Melanie Hilario, Christian Pellegrini |
| 2004 | A Syntactic Pattern Recognition Approach to Computer Assisted Translation. | Jorge Civera, Juan Miguel Vilar, Elsa Cubel, Antonio L. Lagarda, Sergio Barrachina, Francisco Casacuberta, Enrique Vidal, David Pic, Jorge Gonzlez |
| 2004 | Dynamic Character Model Generation for Document Keyword Spotting. | Beom-Joon Cho, Bong-Kee Sin |
| 2004 | Human Action Recognition by Inference of Stochastic Regular Grammars. | Kyungeun Cho, Hyungje Cho, Kyhyun Um |
| 2004 | Automatic Labeling of Sports Video Using Umpire Gesture Recognition. | Graeme S. Chambers, Svetha Venkatesh, Geoff A. W. West |
| 2004 | Distance Based Strategy for Supervised Document Image Classification. | Fabien Carmagnac, Pierre Hroux, ric Trupin |
| 2004 | Comparison of Two Fast Nearest-Neighbour Search Methods in High-Dimensional Large-Sized Databases. | Javier Cano-Perez, Juan-Carlos Perez-Cortes, Ismael Salvador |
| 2004 | An Optimal Probabilistic Graphical Model for Point Set Matching. | Tibrio S. Caetano, Terry Caelli, Dante Augusto Couto Barone |
| 2004 | Learning from General Label Constraints. | Tijl De Bie, Johan A. K. Suykens, Bart De Moor |
| 2004 | Kernel Methods for Exploratory Pattern Analysis: A Demonstration on Text Data. | Tijl De Bie, Nello Cristianini |
| 2004 | The Imbalanced Training Sample Problem: Under or over Sampling? | Ricardo Barandela, Rosa Maria Valdovinos, Jos Salvador Snchez, Francesc J. Ferri |
| 2004 | Structural Analysis and Matching of Shape by Logical Property. | Nanhyo Bang, Kyhyun Um |
| 2004 | Heat Kernels, Manifolds and Graph Embedding. | Xiao Bai, Edwin R. Hancock |
| 2004 | Matching Concavity Trees. | Ossama El Badawy, Mohamed Kamel |
| 2004 | Clustering Based Under-Sampling for Improving Speaker Verification Decisions Using AdaBoost. | Hakan Altinay, Cem Ergn |