| 2015 | A Grading Strategy for Nuclear Pleomorphism in Histopathological Breast Cancer Images Using a Bag of Features (BOF). | Ricardo Moncayo, David Romo-Bucheli, Eduardo Romero |
| 2015 | A Bag Oversampling Approach for Class Imbalance in Multiple Instance Learning. | Carlos Mera, Jose Arrieta, Mauricio Orozco-Alzate, John Branch |
| 2015 | Efficient Polynomial Implementation of Several Multithresholding Methods for Gray-Level Image Segmentation. | David Menotti, Laurent Najman, Arnaldo de Albuquerque Arajo |
| 2015 | Local Entropies for Kernel Selection and Outlier Detection in Functional Data. | Gabriel Martos, Alberto Muoz |
| 2015 | Supervised Video Genre Classification Using Optimum-Path Forest. | Guilherme Brando Martins, Jurandy Almeida, Joo Paulo Papa |
| 2015 | Automatic Eyes and Nose Detection Using Curvature Analysis. | J. Matas Di Martino, Alicia Fernndez, Jos A. Ferrari |
| 2015 | One-Shot 3D-Gradient Method Applied to Face Recognition. | Matas Di Martino, Alicia Fernndez, Jos A. Ferrari |
| 2015 | Inference Strategies for Texture Parameters. | Jorge Martinez, Silvina Pistonesi, Ana Georgina Flesia |
| 2015 | A Multimodal Approach for Percussion Music Transcription from Audio and Video. | Bernardo Marenco, Magdalena Fuentes, Florencia Lanzaro, Martn Rocamora, Alvaro Gmez |
| 2015 | Graph Fusion Using Global Descriptors for Image Retrieval. | Toms Mardones, Hctor Allende, Claudio Moraga |
| 2015 | Denoising Autoencoder for Iris Recognition in Noncooperative Environments. | Eduardo Jos da S. Luz, David Menotti |
| 2015 | Genetic Sampling k-means for Clustering Large Data Sets. | Diego Luchi, Willian Santos, Alexandre Rodrigues Loureiros, Flvio Miguel Varejo |
| 2015 | A Complex Network-Based Approach to the Analysis and Classification of Images. | Geovana V. L. de Lima, Thullyo R. Castilho, Pedro Henrique Bugatti, Priscila T. M. Saito, Fabrcio Martins Lopes |
| 2015 | Top-Down Online Handwritten Mathematical Expression Parsing with Graph Grammar. | Frank D. Julca-Aguilar, Harold Mouchre, Christian Viard-Gaudin, Nina S. T. Hirata |
| 2015 | Improving the Accuracy of CAR-based Classifiers by Combining Netconf Measure and Dynamic -K Mechanism. | Raudel Hernndez-Len |
| 2015 | Indian Buffet Process for Model Selection in Latent Force Models. | Cristian Guarnizo, Mauricio A. lvarez, lvaro . Orozco |
| 2015 | Fall Detection Algorithm Based on Thresholds and Residual Events. | Fily Mateos Grisales-Franco, Jess Francisco Vargas-Bonilla, lvaro ngel Orozco, Mauricio A. lvarez, Germn Castellanos-Domnguez |
| 2015 | A Mixed Learning Strategy for Finding Typical Testors in Large Datasets. | Vctor Ivn Gonzlez-Guevara, Salvador Godoy-Caldern, Eduardo Alba-Cabrera, Julio Ibarra-Fiallo |
| 2015 | Discriminative Training for Convolved Multiple-Output Gaussian Processes. | Sebastin Gmez-Gonzlez, Mauricio A. lvarez, Hernn F. Garca, Jorge I. Ros, lvaro . Orozco |
| 2015 | Blind Spectrum Sensing Based on Cyclostationary Feature Detection. | Luis Miguel Gato, Liset Martnez, Jorge Torres |
| 2015 | Hierarchical Combination of Semantic Visual Words for Image Classification and Clustering. | Vinicius von Glehn De Filippo, Zenilton Kleber G. do Patrocnio Jr., Silvio Jamil Ferzoli Guimares |
| 2015 | Bregman Divergence Applied to Hierarchical Segmentation Problems. | Daniela Portes L. Ferreira, Andr R. Backes, Clia A. Zorzo Barcelos |
| 2015 | Classification of Basic Human Emotions from Electroencephalography Data. | Ximena Fernndez, Rosana Garca, Enrique D. Ferreira, Juan Menndez |
| 2015 | Improving Optimum-Path Forest Classification Using Confidence Measures. | Silas Evandro Nachif Fernandes, Walter J. Scheirer, David D. Cox, Joo Paulo Papa |
| 2015 | Improving the Accuracy of the Sequential Patterns-Based Classifiers. | Jos Kadir Febrer-Hernndez, Raudel Hernndez-Len, Jos Hernndez-Palancar, Claudia Feregrino-Uribe |