| 2010 | Affinity Propagation for Class Exemplar Mining. | Shengping Xia, Rui Song, Edwin R. Hancock |
| 2010 | Spherical Embedding and Classification. | Richard C. Wilson, Edwin R. Hancock |
| 2010 | Content-Based Tile Retrieval System. | Pavel Vcha, Michal Haindl |
| 2010 | Localized Projection Learning. | Kazuki Tsuji, Mineichi Kudo, Akira Tanaka |
| 2010 | A Modular Approach to Training Cascades of Boosted Ensembles. | Teo Susnjak, Andre L. C. Barczak, Ken A. Hawick |
| 2010 | Analysis of the Multi-Dimensional Scale Saliency Algorithm and Its Application to Texture Categorization. | Pablo Suau, Francisco Escolano |
| 2010 | Visual Alphabets on Different Levels of Abstraction for the Recognition of Deformable Objects. | Martin Stommel, Klaus-Dieter Kuhnert |
| 2010 | Language Detection and Tracking in Multilingual Documents Using Weak Estimators. | Aleksander Stensby, B. John Oommen, Ole-Christoffer Granmo |
| 2010 | Dissimilarity-Based Multiple Instance Learning. | Lauge Srensen, Marco Loog, David M. J. Tax, Wan-Jui Lee, Marleen de Bruijne, Robert P. W. Duin |
| 2010 | Graduated Assignment Algorithm for Finding the Common Labelling of a Set of Graphs. | Albert Sol-Ribalta, Francesc Serratosa |
| 2010 | Attributed Graph Matching for Image-Features Association Using SIFT Descriptors. | Gerard Sanroma, Ren Alquzar, Francesc Serratosa |
| 2010 | Bayesian Adaptation for Statistical Machine Translation. | Germn Sanchis-Trilles, Francisco Casacuberta |
| 2010 | Extracting Plane Graphs from Images. | milie Samuel, Colin de la Higuera, Jean-Christophe Janodet |
| 2010 | A New Editing Scheme Based on a Fast Two-String Median Computation Applied to OCR. | Jos Ignacio Abreu Salas, Juan Ramn Rico-Juan |
| 2010 | A Game-Theoretic Approach to the Enforcement of Global Consistency in Multi-view Feature Matching. | Emanuele Rodol, Andrea Albarelli, Andrea Torsello |
| 2010 | New Partially Labelled Tree Similarity Measure: A Case Study. | David Rizo, Jos Manuel Iesta Quereda |
| 2010 | Combination of Dichotomizers for Maximizing the Partial Area under the ROC Curve. | Maria Teresa Ricamato, Francesco Tortorella |
| 2010 | Ihara Coefficients: A Flexible Tool for Higher Order Learning. | Peng Ren, Tatjana M. Aleksic, Richard C. Wilson, Edwin R. Hancock |
| 2010 | Commute-Time Convolution Kernels for Graph Clustering. | Normawati A. Rahman, Edwin R. Hancock |
| 2010 | The Dissimilarity Representation as a Tool for Three-Way Data Classification: A 2D Measure. | Diana Porro-Muoz, Robert P. W. Duin, Mauricio Orozco-Alzate, Isneri Talavera-Bustamante, John Makario Londoo-Bonilla |
| 2010 | Learning on Manifolds. | Fatih Porikli |
| 2010 | A Generative Score Space for Statistical Dialog Characterization in Social Signalling. | Anna Pesarin, Paolo Calanca, Vittorio Murino, Marco Cristani |
| 2010 | Entropy-Based Variational Scheme for Fast Bayes Learning of Gaussian Mixtures. | Antonio Pealver Benavent, Francisco Escolano, Boyan Bonev |
| 2010 | Large-Scale Text to Image Retrieval Using a Bayesian | Roberto Paredes |
| 2010 | Using K-NN SVMs for Performance Improvement and Comparison to K-Highest Lagrange Multipliers Selection. | Sedat Ozer, Chi Hau Chen, Imam Samil Yetik |