| 2010 | A Rotation Invariant Face Recognition Method Based on Complex Network. | Wesley Nunes Gonalves, Jonathan de Andrade Silva, Odemir Martinez Bruno |
| 2010 | Improving the Dynamic Hierarchical Compact Clustering Algorithm by Using Feature Selection. | Reynaldo Gil-Garca, Aurora Pons-Porrata |
| 2010 | Graph of Words Embedding for Molecular Structure-Activity Relationship Analysis. | Jaume Gibert, Ernest Valveny, Horst Bunke |
| 2010 | Modelling Postures of Human Movements. | Djamila Medjahed Gamaz, Houssem-Eddine Gueziri, Nazim Haouchine |
| 2010 | Self-training for Handwritten Text Line Recognition. | Volkmar Frinken, Horst Bunke |
| 2010 | A New Algorithm for Training SVMs Using Approximate Minimal Enclosing Balls. | Emanuele Frandi, Maria Grazia Gasparo, Stefano Lodi, Ricardo anculef, Claudio Sartori |
| 2010 | Automatic Representation of Semantic Abstraction of Geographical Data by Means of Classification. | Rainer Larin Fonseca, Eduardo Garea Llano |
| 2010 | Improving Face Segmentation in Thermograms Using Image Signatures. | Slvio Filipe, Lus A. Alexandre |
| 2010 | A Quality Analysis on JPEG 2000 Compressed Leukocyte Images by Means of Segmentation Algorithms. | Alexander Falcn-Ruiz, Juan Paz-Viera, Alberto Taboada-Crisp, Hichem Sahli |
| 2010 | Design of Pattern Classifiers Using Optimum-Path Forest with Applications in Image Analysis. | Alexandre X. Falco |
| 2010 | A New Dissimilarity Measure for Trajectories with Applications in Anomaly Detection. | Dustin Luis Espinosa-Isidrn, Edel B. Garca Reyes |
| 2010 | Concept Formation Using Incremental Gaussian Mixture Models. | Paulo Martins Engel, Milton Roberto Heinen |
| 2010 | Comments on Matrix-Based Secret Sharing Scheme for Images. | Esam Elsheh, A. Ben Hamza |
| 2010 | Experimental Comparison of Orthogonal Moments as Feature Extraction Methods for Character Recognition. | Miguel A. Duval, Sandro Vega-Pons, Eduardo Garea Llano |
| 2010 | Modified Expectation Maximization Algorithm for MRI Segmentation. | Ramiro Donoso, Alejandro Veloz, Hctor Allende |
| 2010 | Histopathological Image Classification Using Stain Component Features on a pLSA Model. | Gloria Daz, Eduardo Romero |
| 2010 | Content-Based Emblem Retrieval Using Zernike Moments. | Ezequiel Cura, Mariano Tepper, Marta Mejail |
| 2010 | Detection and Tracking of Driver's Hands in Real Time. | Ral Crespo, Isaac Martn de Diego, Cristina Conde, Enrique Cabello |
| 2010 | Multi-Objective Semi-Supervised Feature Selection and Model Selection Based on Pearson's Correlation Coefficient. | Frederico Coelho, Antnio de Pdua Braga, Michel Verleysen |
| 2010 | Comparative Analysis between Wavelets for the Identification of Pathological Voices. | Nthalee Cavalcanti, Sandro Silva, Adriano de Andrade Bresolin, Heliana Bezerra, Ana Maria G. Guerreiro |
| 2010 | Improving the Accuracy of the Optimum-Path Forest Supervised Classifier for Large Datasets. | Csar Castelo-Fernndez, Pedro J. de Rezende, Alexandre X. Falco, Joo Paulo Papa |
| 2010 | Image Segmentation Using Quadtree-Based Similarity Graph and Normalized Cut. | Marco Antnio Garcia de Carvalho, Anselmo Castelo Branco Ferreira, Andr Luis da Costa |
| 2010 | Recent Advances in Kernel Machines. | Stphane Canu |
| 2010 | A Sequential Minimal Optimization Algorithm for the All-Distances Support Vector Machine. | Diego Candel, Ricardo anculef, Carlos Concha, Hctor Allende |
| 2010 | The Imbalanced Problem in Morphological Galaxy Classification. | Jorge de la Calleja, Gladis Huerta, Olac Fuentes, Antonio Bentez, Eduardo Lpez Domnguez, Ma. Auxilio Medina |