Table of Contents

• A Citation k-NN Approach for Facial Expression RecognitionDaniel Acevedo, Pablo Negri, María Elena Buemi, Francisco Gómez Fernández, Marta Mejail. 1-9 [doi]
• Mining Generalized Closed Patterns from Multi-graph CollectionsNiusvel Acosta-Mendoza, Andrés Gago Alonso, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad, José Eladio Medina-Pagola. 10-18 [doi]
• Edge Detection Based on Digital Shape Elongation MeasureFaisal Alamri, Jovisa Zunic. 19-27 [doi]
• Mining the Criminal Data of Rio de Janeiro: Analyzing the Impact of the Pacifying Police Units DeploymentCassio F. P. Almeida, Sonia Fiol-González, Pedro C. L. Souza, Simone D. J. Barbosa, Hélio Lopes. 28-35 [doi]
• Going Deeper on BioImages Classification: A Plant Leaf Dataset Case StudyDaniel H. A. Alves, Luís F. Galonetti, Claiton de Oliveira, Pedro Henrique Bugatti, Priscila T. M. Saito. 36-44 [doi]
• Benchmarking Head Pose Estimation in-the-WildElvira Amador, Roberto Valle, José Miguel Buenaposada, Luis Baumela. 45-52 [doi]
• Forensic Document Examination: Who Is the Writer?Aline Maria M. M. Amaral, Cinthia Obladen de Almendra Freitas, Flávio Bortolozzi, Yandre Maldonado e Gomes da Costa. 53-60 [doi]
• Traversability Cost Identification of Dynamic Environments Using Recurrent High Order Neural Networks for Robot NavigationNancy Arana-Daniel, Julio Valdés-López, Alma Y. Alanis, Carlos López-Franco. 61-68 [doi]
• Texture Classification of Phases of Ti-6Al-4V Titanium Alloy Using Fractal DescriptorsAndré Ricardo Backes, Jarbas Joaci de Mesquita Sá Junior. 69-76 [doi]
• Pyramidal Zernike Over Time: A Spatiotemporal Feature Descriptor Based on Zernike MomentsIgor L. O. Bastos, Larissa Rocha Soares, William Robson Schwartz. 77-85 [doi]
• A Multilabel Extension of LDA Based on the Gram-Schmidt Orthogonalization ProcedureJuan Bekios-Calfa, Brian Keith. 86-93 [doi]
• Linear Modelling of Cerebral Autoregulation System Using Genetic AlgorithmsFelipe-Andrés Bello Robles, Ronney B. Panerai, Max Chacón Pacheco. 94-101 [doi]
• Knowledge Transfer for Writer IdentificationDiego Bertolini, Luiz S. Oliveira, Yandre M. G. Costa, Lucas G. Helal. 102-110 [doi]
• Real-Time Brand Logo RecognitionLeonardo Bombonato, Guillermo Cámara Chávez, Pedro Silva. 111-118 [doi]
• Retinal Vessels Segmentation Based on a Convolutional Neural NetworkNadia Brancati, Maria Frucci, Diego Gragnaniello, Daniel Riccio. 119-126 [doi]
• DNLM-IIFFT: An Implementation of the Deceived Non Local Means Filter Using Integral Images and the Fast Fourier Transform for a Reduced Computational CostSaúl Calderón Ramírez, Manuel Zumbado Corrales. 127-134 [doi]
• Utilizing Deep Learning and 3DLBP for 3D Face RecognitionJoão Baptista Cardia Neto, Aparecido Nilceu Marana. 135-142 [doi]
• Efficient Hyperparameter Optimization in Convolutional Neural Networks by Learning Curves PredictionAndrés F. Cardona-Escobar, Andrés Felipe Giraldo-Forero, Andrés Eduardo Castro-Ospina, Jorge Alberto Jaramillo-Garzón. 143-151 [doi]
• Evaluation of Deep Feedforward Neural Networks for Classification of Diffuse Lung DiseasesIsadora Cardoso, Eliana S. Almeida, Héctor Allende-Cid, Alejandro C. Frery, Rangaraj M. Rangayyan, Paulo M. Azevedo-Marques, Heitor S. Ramos. 152-159 [doi]
• Non-dermatoscopic Image Analysis for the Recognition of Malignant Skin Diseases with Convolutional Neural Network and AutoencodersRicardo Coronado, Alexander Ocsa, Oscar Quispe. 160-167 [doi]
• Non-stationary Multi-output Gaussian Processes for Enhancing Resolution over Diffusion Tensor FieldsJhon F. Cuellar-Fierro, Hernán Darío Vargas Cardona, Mauricio A. Álvarez, Andrés M. Álvarez, Álvaro Á. Orozco. 168-176 [doi]
• Improving the Classification of Volcanic Seismic Events Extracting New Seismic and Speech FeaturesMillaray Curilem, Camilo Soto, Fernando Huenupán, César San Martín, Gustavo Fuentealba, Carlos Cardona, Luis Franco. 177-185 [doi]
• An Automatic System for Computing Malaria Parasite Density in Thin Blood FilmsAllisson Dantas Oliveira, Bruno M. Carvalho, Clara Prats, Mateu Espasa, Jordi Gomez i Prat, Daniel Lopez Codina, Jones Albuquerque. 186-193 [doi]
• A Local Branching Heuristic for the Graph Edit Distance ProblemMostafa Darwiche, Romain Raveaux, Donatello Conte, Vincent T'Kindt. 194-202 [doi]
• Emotion Assessment by Variability-Based Ranking of Coherence Features from EEGIván De La Pava, Andres Álvarez-Meza, Álvaro Ángel Orozco. 203-211 [doi]
• Fusion of Deep Learning Descriptors for Gesture RecognitionEdwin Jonathan Escobedo Cardenas, Guillermo Cámara Chávez. 212-219 [doi]
• Ultimate Leveling Based on Mumford-Shah Energy Functional Applied to Plant DetectionCharles F. Gobber, Wonder Alexandre Luz Alves, Ronaldo Fumio Hashimoto. 220-228 [doi]
• Sclera Segmentation in Face Images Using Image Foresting TransformJullyana Fialho Pinheiro, João Dallyson Sousa de Almeida, Geraldo Braz Junior, Anselmo Cardoso de Paiva, Aristófanes Corrêa Silva. 229-236 [doi]
• Use of Machine Learning to Improve the Robustness of Spatial Estimation of EvapotranspirationDavid Fonseca-Luengo, Mario Lillo-Saavedra, Luis Octavio Lagos, Angel Garcia-Pedrero, Consuelo Gonzalo-Martín. 237-245 [doi]
• Automatic Peripheral Nerve Segmentation in Presence of Multiple AnnotatorsJulián Gil González, Andrés M. Álvarez, Andrés F. Valencia, Álvaro Á. Orozco. 246-254 [doi]
• Sparse Hilbert Embedding-Based Statistical Inference of Stochastic Ecological SystemsWilson González-Vanegas, Andrés Marino Álvarez-Meza, Álvaro Orozco-Gutiérrez. 255-262 [doi]
• Fingerprint Presentation Attack Detection Method Based on a Bag-of-Words ApproachLázaro Janier González-Soler, Leonardo Chang, José Hernández Palancar, Airel Pérez Suárez, Marta Gomez-Barrero. 263-271 [doi]
• Multi-objective Overlapping Community Detection by Global and Local ApproachesDarian H. Grass-Boada, Airel Pérez Suárez, Andrés Gago Alonso, Rafael Bello, Alejandro Rosete. 272-280 [doi]
• Impulse Response Estimation of Linear Time-Invariant Systems Using Convolved Gaussian Processes and Laguerre FunctionsCristian Guarnizo, Mauricio A. Álvarez. 281-288 [doi]
• A Novel Hybrid Data Reduction Strategy and Its Application to Intrusion DetectionVitali Herrera-Semenets, Osvaldo Andrés Pérez-García, Andrés Gago Alonso, Raudel Hernández-León. 289-297 [doi]
• Clustering-Based Undersampling to Support Automatic Detection of Focal Cortical DysplasiasKeider Hoyos-Osorio, Andrés M. Álvarez, Álvaro Á. Orozco, Jorge I. Ríos, Genaro Daza-Santacoloma. 298-305 [doi]
• Ultrasonic Assessment of Platelet-Rich Plasma by Digital Signal Processing TechniquesJulián A. Villamarín, Yady M. Jiménez, L. Tatiana Molano, Edgar W. Gutiérrez, Luis F. Londoño, David A. Gutiérrez, Daniela A. Montilla. 306-313 [doi]
• 3D Probabilistic Morphable Models for Brain Tumor SegmentationDavid A. Jimenez, Hernán F. García, Andrés M. Álvarez, Álvaro Á. Orozco. 314-322 [doi]
• Multi Target Tracking Using Determinantal Point ProcessesFelipe Jorquera, Sergio Hernández, Diego Vergara. 323-330 [doi]
• Boosted Projection: An Ensemble of Transformation ModelsRicardo Barbosa Kloss, Artur Jordão, William Robson Schwartz. 331-338 [doi]
• Full-Quaternion Color Correction in Images for Person Re-identificationReynolds León Guerra, Edel B. García Reyes, Francisco José Silva-Mata. 339-346 [doi]
• Long Short-Term Memory Networks Based in Echo State Networks for Wind Speed ForecastingErick López, Carlos Valle, Héctor Allende, Esteban Gil. 347-355 [doi]
• On the Use of Pre-trained Neural Networks for Different Face Recognition TasksLeyanis López-Avila, Yenisel Plasencia Calaña, Yoanna Martínez-Díaz, Heydi Méndez-Vázquez. 356-364 [doi]
• Many-Objective Ensemble-Based Multilabel ClassificationMarcos M. Raimundo, Fernando J. Von Zuben. 365-373 [doi]
• Bio-Chemical Data Classification by Dissimilarity Representation and Template SelectionVictor Mendiola-Lau, Francisco José Silva-Mata, Yenisel Plasencia Calaña, Isneri Talavera-Bustamante, Maria De Marsico. 374-381 [doi]
• Abnormal Event Detection in Video Using Motion and Appearance InformationNeptalí Menejes Palomino, Guillermo Cámara Chávez. 382-390 [doi]
• Efficient and Effective Face Frontalization for Face Recognition in the WildNelson Méndez, Luis A. Bouza, Leonardo Chang, Heydi Méndez-Vázquez. 391-398 [doi]
• Path-Gradient - A Theory of Computing Full Intensity-Transition Between Two PointsSyed Ahmed Nadeem, Eric A. Hoffman, Punam K. Saha. 399-407 [doi]
• A Robust Indoor Scene Recognition Method Based on Sparse RepresentationGuilherme Nascimento, Camila Laranjeira, Vinicius Braz, Anísio Lacerda, Erickson R. Nascimento. 408-415 [doi]
• Deep Convolutional Neural Networks and Noisy ImagesTiago S. Nazaré, Gabriel B. Paranhos da Costa, Welinton A. Contato, Moacir Ponti. 416-424 [doi]
• Spiking Hough for Shape RecognitionPablo Negri, Teresa Serrano-Gotarredona, Bernabé Linares-Barranco. 425-432 [doi]
• Region-Based Classification of PolSAR Data Through Kernel Methods and Stochastic DistancesRogério Galante Negri, Wallace Correa de O. Casaca, Erivaldo A. Silva. 433-440 [doi]
• Hand Posture Recognition Using Convolutional Neural NetworkDennis Núñez Fernández, Bogdan Kwolek. 441-449 [doi]
• On Semantic Solutions for Efficient Approximate Similarity Search on Large-Scale DatasetsAlexander Ocsa, Jose Luis Huillca, Cristian Lopez del Alamo. 450-457 [doi]
• Self-organizing Maps for Motor Tasks Recognition from Electrical Brain SignalsAlvaro D. Orjuela-Cañón, Osvaldo Renteria-Meza, Luis G. Hernández, Andrés Felipe Ruiz Olaya, Alexander Cerquera, Javier M. Antelis. 458-465 [doi]
• Semantic Segmentation of Color Eye Images for Improving Iris SegmentationDailé Osorio Roig, Annette Morales-González, Eduardo Garea Llano. 466-474 [doi]
• A Single-Step 2D Thinning Scheme with Deletion of P-Simple PointsKálmán Palágyi, Péter Kardos. 475-482 [doi]
• Non Local Means Image Filtering Using ClusteringAlvaro Pardo. 483-490 [doi]
• Neural Networks for the Reconstruction and Separation of High Energy Particles in a Preshower CalorimeterJuan Pavez, Hayk Hakobyan, Carlos Valle, William Brooks, Sergey Kuleshov, Héctor Allende. 491-498 [doi]
• Noisy Character Recognition Using Deep Convolutional Neural NetworksSirlene Peixoto, Gabriel Resende Gonçalves, Andrea Bianchi, Alceu De S. Brito, William Robson Schwartz, David Menotti. 499-507 [doi]
• A Flexible Framework for the Evaluation of Unsupervised Image AnnotationLuis Pellegrin, Hugo Jair Escalante, Manuel Montes-y-Gómez, Mauricio Villegas, Fabio A. González. 508-516 [doi]
• Unsupervised Local Regressive Attributes for Pedestrian Re-identificationBilly Peralta, Luis Alberto Caro, Alvaro Soto. 517-524 [doi]
• A Deep Boltzmann Machine-Based Approach for Robust Image DenoisingRafael Goncalves Pires, Daniel F. S. Santos, Gustavo B. Souza, Aparecido Nilceu Marana, Alexandre L. M. Levada, João Paulo Papa. 525-533 [doi]
• Discovering Bitcoin Mixing Using Anomaly DetectionMario Alfonso Prado-Romero, Christian Doerr, Andrés Gago Alonso. 534-541 [doi]
• A Scale-Space Approach for Multiscale Shape AnalysisLucas Alexandre Ramos, Aparecido Nilceu Marana, Luis Antônio de Souza Junior. 542-549 [doi]
• An Unsupervised Approach for Eye Sclera SegmentationDaniel Riccio, Nadia Brancati, Maria Frucci, Diego Gragnaniello. 550-557 [doi]
• An Approach to Clustering Using the Expectation-Maximization and Selection of Attributes ReliefF Applied to Water Treatment Plants processFábio Cosme Rodrigues dos Santos, André Felipe Henriques Librantz, Renato José Sassi. 558-565 [doi]
• A Two-Step Neural Network Approach to Passage Retrieval for Open Domain Question AnsweringAndrés Rosso-Mateus, Fabio A. González, Manuel Montes-y-Gómez. 566-574 [doi]
• Ensembles of Multiobjective-Based Classifiers for Detection of Epileptic SeizuresFernando S. Beserra, Marcos M. Raimundo, Fernando J. Von Zuben. 575-583 [doi]
• Class Confusability Reduction in Audio-Visual Speech Recognition Using Random ForestsGonzalo D. Sad, Lucas D. Terissi, Juan Carlos Gómez. 584-592 [doi]
• Exploring Image Bit Planes for Video Shot Boundary DetectionAnderson Carlos Sousa e Santos, Hélio Pedrini. 593-600 [doi]
• Convolutional Network for EEG-Based BiometricThiago Schons, Gladston J. P. Moreira, Pedro H. L. Silva, Vitor Nazário Coelho, Eduardo José da S. Luz. 601-608 [doi]
• Skeleton Pruning Based on Elongation and Size of Object's Limbs and Boundary's ConvexitiesLuca Serino, Gabriella Sanniti di Baja. 609-617 [doi]
• Volume Rendering by Stochastic Neighbor Embedding-Based 2D Transfer Function BuildingWalter Serna-Serna, Andrés Marino Álvarez-Meza, Álvaro-Ángel Orozco-Gutierrez. 618-626 [doi]
• Text Localization in Born-Digital Images of AdvertisementsDirk Siegmund, Aidmar Wainakh, Tina Ebert, Andreas Braun 0001, Arjan Kuijper. 627-634 [doi]
• Deep Learning Techniques Applied to the Cattle Brand RecognitionCarlos Silva, Daniel Welfer, Juliano Weber. 635-642 [doi]
• Efficient Transfer Learning for Robust Face Spoofing DetectionGustavo B. Souza, Daniel F. S. Santos, Rafael Goncalves Pires, Aparecido Nilceu Marana, João P. Papa. 643-651 [doi]
• A Kernel-Based Optimum-Path Forest ClassifierLuis C. S. Afonso, Danillo Roberto Pereira, João P. Papa. 652-660 [doi]
• A Possibilistic c-means Clustering Model with Cluster Size EstimationLászló Szilágyi, Sándor M. Szilágyi. 661-668 [doi]
• Randomized Neural Network Based Signature for Classification of Titanium Alloy MicrostructuresJarbas Joaci de Mesquita Sá Junior, André R. Backes, Odemir Martinez Bruno. 669-676 [doi]
• Pap-smear Image Classification Using Randomized Neural Network Based SignatureJarbas Joaci de Mesquita Sá Junior, André R. Backes, Odemir Martinez Bruno. 677-684 [doi]
• Estimation of Pedestrian Height Using Uncalibrated CamerasAlejandro Valdés-Camejo, Guillermo Aguirre-Carrazana, Raúl Alonso Baryolo, Annette Morales-González, Francisco José Silva-Mata, Edel B. García Reyes. 685-692 [doi]
• Semi-supervised Online Kernel Semantic Embedding for Multi-label AnnotationJorge A. Vanegas, Hugo Jair Escalante, Fabio A. González. 693-701 [doi]
• Ultrasonic Backscatter Signal Processing Technique for the Characterization of Animal Lymph NodeJulián A. Villamarín, Daniela A. Montilla, Olga M. Potosi, Luis F. Londoño, Fabian G. Muñoz, Edgar W. Gutiérrez. 702-709 [doi]
• A Distributed Shared Nearest Neighbors Clustering AlgorithmJuan Zamora, Héctor Allende-Cid, Marcelo Mendoza. 710-718 [doi]
• Automatic Classification of Optical Defects of Mirrors from Ronchigram Images Using Bag of Visual Words and Support Vector MachinesDaniel Zapata, Angel Cruz-Roa, Andrés Jiménez. 719-726 [doi]