| 2003 | Inversion of a Neural Network via Interval Arithmetic for Rule Extraction. | Carlos Hernndez-Espinosa, Mercedes Fernndez-Redondo, Mamen Ortiz-Gmez |
| 2003 | Structural Bias in Inducing Representations for Probabilistic Natural Language Parsing. | James Henderson |
| 2003 | Expert Mixture Methods for Adaptive Channel Equalization. | Edward Harrington |
| 2003 | Optimal Coding for Naturally Occurring Whisker Deflections. | Verena Vanessa Hafner, Miriam Fend, Max Lungarella, Rolf Pfeifer, Peter Knig, Konrad P. Krding |
| 2003 | Optimization of a Microwave Amplifier Using Neural Performance Data Sheets with Genetic Algorithms. | Filiz Gnes, Yavuz Cengiz |
| 2003 | Recommendation Models for User Accesses to Web Pages. | Sule Gndz, M. Tamer zsu |
| 2003 | Building RBF Neural Network Topology through Potential Functions. | Natacha Gueorguieva, Iren Valova |
| 2003 | The Acquisition of New Categories through Grounded Symbols: An Extended Connectionist Model. | Alberto Greco, Thomas Riga, Angelo Cangelosi |
| 2003 | Transformations of Symbolic Data for Continuous Data Oriented Models. | Krzysztof Grabczewski, Norbert Jankowski |
| 2003 | Neural Networks Applied to Electromagnetic Compatibility (EMC) Simulations. | Hseyin Gksu, Donald C. Wunsch II |
| 2003 | Self-Aware Networks and Quality of Service. | Erol Gelenbe, Arturo Nez |
| 2003 | Comparing Support Vector Machines, Recurrent Networks, and Finite State Transducers for Classifying Spoken Utterances. | Sheila Garfield, Stefan Wermter |
| 2003 | Application of Vision Models to Traffic Sign Recognition. | Xiaohong W. Gao, Lubov Podladchikova, Dmitry Shaposhnikov |
| 2003 | Classification and Tracking of Hypermedia Navigation Patterns. | Patrick Gallinari, Sylvain Bidel, Laurent Lemoine, Frdric Piat, Thierry Artires |
| 2003 | Restoring Partly Occluded Patterns: A Neural Network Model with Backward Paths. | Kunihiko Fukushima |
| 2003 | Emotion in Speech: Towards an Integration of Linguistic, Paralinguistic, and Psychological Analysis. | Stavroula-Evita Fotinea, Stelios Bakamidis, Theologos Athanaselis, Ioannis Dologlou, George Carayannis, Roddy Cowie, Ellen Douglas-Cowie, Nickolaos F. Fragopanagos, John G. Taylor |
| 2003 | Linear Least-Squares Based Methods for Neural Networks Learning. | Oscar Fontenla-Romero, Deniz Erdogmus, Jos Carlos Prncipe, Amparo Alonso-Betanzos, Enrique F. Castillo |
| 2003 | Indirect Differentiation of Function for a Network of Biologically Plausible Neurons. | Amber D. Fischer, Cihan H. Dagli |
| 2003 | A Simple Constructing Approach to Build P2P Global Computing Overlay Network. | Wen Dou, Yan Jia, Zhong Liu, Peng Zou |
| 2003 | A Gradient Network for Vector Quantization and Its Image Compression Applications. | Hatice Dogan, Cneyt Gzelis |
| 2003 | Frequency and Wavelet Filtering for Robust Speech Recognition. | Murat Deviren, Khalid Daoudi |
| 2003 | Speed Enhancement with Soft Computing Hardware. | Taher Daud, Ricardo Salem Zebulum, Tuan A. Duong, Ian Ferguson, Curtis Padgett, Adrian Stoica, Anil Thakoor |
| 2003 | How to Do Multi-way Classification with Two-Way Classifiers. | Florin Cutzu |
| 2003 | Relevance and Kernel Self-Organising Maps. | Emilio Corchado, Colin Fyfe |
| 2003 | Recognition of Structure Classification of Protein Folding by NN and SVM Hierarchical Learning Architecture. | I-Fang Chung, Chuen-Der Huang, Ya-Hsin Shen, Chin-Teng Lin |