| 2008 | Selection and Fusion of Similarity Measure Based Classifiers Using Support Vector Machines. | Mohammad T. Sadeghi, Masoumeh Samiei, Josef Kittler |
| 2008 | An Efficient Algorithm for Optimal Multilevel Thresholding of Irregularly Sampled Histograms. | Luis Rueda |
| 2008 | Combining Online Classification Approaches for Changing Environments. | Juan Jos Rodrguez, Ludmila I. Kuncheva |
| 2008 | IAM Graph Database Repository for Graph Based Pattern Recognition and Machine Learning. | Kaspar Riesen, Horst Bunke |
| 2008 | Spectral Embedding of Feature Hypergraphs. | Peng Ren, Richard C. Wilson, Edwin R. Hancock |
| 2008 | Graph Characteristics from the Ihara Zeta Function. | Peng Ren, Richard C. Wilson, Edwin R. Hancock |
| 2008 | Scale-Space Kernels for Additive Modeling. | Chandan K. Reddy, Jin Hyeong Park |
| 2008 | Chaotic Pattern Recognition: The Spectrum of Properties of the Adachi Neural Network. | Ke Qin, B. John Oommen |
| 2008 | Stochastic Text Models for Music Categorization. | Carlos Prez-Sancho, David Rizo, Jos Manuel Iesta Quereda |
| 2008 | Novel Incremental Principal Component Analysis with Improved Performance. | Myoung Soo Park, Jin Young Choi |
| 2008 | A Stochastic Approach to Median String Computation. | Cristian Olivares-Rodrguez, Jos Oncina |
| 2008 | Significance Tests and Statistical Inequalities for Region Matching. | Guillaume Ne, Stphanie Jehan-Besson, Luc Brun, Marinette Revenu |
| 2008 | Advanced Homology Computation of Digital Volumes Via Cell Complexes. | Helena Molina-Abril, Pedro Real |
| 2008 | Exploring Margin Maximization for Biometric Score Fusion. | Claudio Marrocco, Maria Teresa Ricamato, Francesco Tortorella |
| 2008 | Embedded Map Projection for Dimensionality Reduction-Based Similarity Search. | Simone Marinai, Emanuele Marino, Giovanni Soda |
| 2008 | Biometric Template Update: An Experimental Investigation on the Relationship between Update Errors and Performance Degradation in Face Verification. | Gian Luca Marcialis, Ajita Rattani, Fabio Roli |
| 2008 | Activity Representation in Crowd. | Yunqian Ma, Petr Csar |
| 2008 | Automatic Classification of NMR Spectra by Ensembles of Local Experts. | Kai Lienemann, Thomas Pltz, Gernot A. Fink |
| 2008 | Complex Fiedler Vectors for Shape Retrieval. | Reinier H. van Leuken, Olga Symonova, Remco C. Veltkamp, Raffaele De Amicis |
| 2008 | An Inexact Graph Comparison Approach in Joint Eigenspace. | Wan-Jui Lee, Robert P. W. Duin |
| 2008 | Linear Discriminant Classifier (LDC) for Streaming Data with Concept Drift. | Ludmila I. Kuncheva, Indre Zliobaite |
| 2008 | Adaptive Learning Rate for Online Linear Discriminant Classifiers. | Ludmila I. Kuncheva, Catrin O. Plumpton |
| 2008 | Outlier Robust Gaussian Process Classification. | Hyun-Chul Kim, Zoubin Ghahramani |
| 2008 | A Dynamic Programming Technique for Optimizing Dissimilarity-Based Classifiers. | Sang-Woon Kim, Jian Gao |
| 2008 | High Occupancy Vehicle Detection. | Alberto J. Prez Jimnez, Jose Luis Guardiola, Juan-Carlos Perez-Cortes |