| 2015 | On the Impact of Distance Metrics in Instance-Based Learning Algorithms. | Noel Lopes, Bernardete Ribeiro |
| 2015 | Dimension Reduction of Hyperspectral Image with Rare Event Preserving. | Jihan Khoder, Rafic Younes, Hussein Obeid, Mohamad Khalil |
| 2015 | Source-Target-Source Classification Using Stacked Denoising Autoencoders. | Chetak Kandaswamy, Lus M. Silva, Jaime S. Cardoso |
| 2015 | Combined MPEG7 Color Descriptors for Image Classification: Bypassing the Training Phase. | Salma Kammoun Jarraya, Emna Fendri, Mohamed Hammami, Hanne Ben-Abdallah |
| 2015 | Arabic Writer Identification Using Local Binary Patterns (LBP) of Handwritten Fragments. | Yacoub Hannad, Imran Siddiqi, Mohamed El Youssfi El Kettani |
| 2015 | Extremely Overlapping Vehicle Counting. | Ricardo Guerrero-Gmez-Olmedo, Beatriz Torre-Jimnez, Roberto Javier Lpez-Sastre, Saturnino Maldonado-Bascn, Daniel Ooro-Rubio |
| 2015 | 3D-Guided Multiscale Sliding Window for Pedestrian Detection. | Alejandro Gonzlez, Gabriel Villalonga, Germn Ros, David Vzquez, Antonio M. Lpez |
| 2015 | Spatiotemporal Stacked Sequential Learning for Pedestrian Detection. | Alejandro Gonzlez, David Vzquez, Sebastian Ramos, Antonio M. Lpez, Jaume Amores |
| 2015 | Peripheral Nerves Segmentation in Ultrasound Images Using Non-linear Wavelets and Gaussian Processes. | Julin Gil Gonzlez, Mauricio A. lvarez, lvaro . Orozco |
| 2015 | Improving the Minimum Description Length Inference of Phrase-Based Translation Models. | Jess Gonzlez-Rubio, Francisco Casacuberta |
| 2015 | A Sliding Window Framework for Word Spotting Based on Word Attributes. | Suman K. Ghosh, Ernest Valveny |
| 2015 | Dissimilarity-Based Learning from Imbalanced Data with Small Disjuncts and Noise. | Vicente Garca, Jos Salvador Snchez, Humberto de Jess Ochoa Domnguez, Laura Cleofas-Snchez |
| 2015 | Peripheral Nerve Segmentation Using Speckle Removal and Bayesian Shape Models. | Hernn F. Garca, Juan J. Giraldo, Mauricio A. lvarez, lvaro . Orozco, Diego Salazar |
| 2015 | Time-Series Prediction Based on Kernel Adaptive Filtering with Cyclostationary Codebooks. | Sergio Garca-Vega, Andrs Marino lvarez-Meza, Germn Castellanos-Domnguez |
| 2015 | Fast Head Pose Estimation for Human-Computer Interaction. | Mario Garca-Montero, Carolina Redondo-Cabrera, Roberto Javier Lpez-Sastre, Tinne Tuytelaars |
| 2015 | Pectoral Muscle Segmentation in Mammograms Based on Cartoon-Texture Decomposition. | Adrian Galdran, Artzai Picn, Estbaliz Garrote, David Pardo |
| 2015 | A Fuzzy C-Means Algorithm for Fingerprint Segmentation. | Pedro M. Ferreira, Ana Filipa Sequeira, Ana Rebelo |
| 2015 | Exploiting the Bin-Class Histograms for Feature Selection on Discrete Data. | Artur J. Ferreira, Mrio A. T. Figueiredo |
| 2015 | Latent Topic Encoding for Content-Based Retrieval. | Rubn Fernndez-Beltran, Filiberto Pla |
| 2015 | Multi-class Boosting for Imbalanced Data. | Antonio Fernndez-Baldera, Jos Miguel Buenaposada, Luis Baumela |
| 2015 | Temporal Segmentation of Digital Colposcopies. | Kelwin Fernandes, Jaime S. Cardoso, Jessica Fernandes |
| 2015 | A Feature-Based Gaze Estimation Algorithm for Natural Light Scenarios. | Onur Ferhat, Arcadi Llanza, Fernando Vilario |
| 2015 | Applying Basic Features from Sentiment Analysis for Automatic Irony Detection. | Delia Iraz Hernndez Faras, Jos-Miguel Bened, Paolo Rosso |
| 2015 | Image Analysis-Based Automatic Detection of Transmission Towers using Aerial Imagery. | Tanima Dutta, Hrishikesh Sharma, Adithya Vellaiappan, P. Balamuralidhar |
| 2015 | Kernel-Based Feature Relevance Analysis for ECG Beat Classification. | Diego Fabian Collazos-Huertas, Andrs Marino lvarez-Meza, Natalia Gaviria Gmez, Germn Castellanos-Domnguez |