Abstract is missing.
- Large Scale Learning Techniques for Least Squares Support Vector MachinesSantiago Toledo-Cortés, Iván Yesid Castellanos Martínez, Fabio A. González. 3-11 [doi]
- An Automatic Approximate Bayesian Computation Approach Using Metric LearningWilson González-Vanegas, A. Álvarez-Meza, Álvaro-Ángel Orozco-Gutierrez. 12-19 [doi]
- Generative Models for Deep Learning with Very Scarce DataJuan Maroñas Molano, Roberto Paredes, Daniel Ramos. 20-28 [doi]
- Data Augmentation via Variational Auto-EncodersUnai Garay-Maestre, Antonio Javier Gallego, Jorge Calvo-Zaragoza. 29-37 [doi]
- LSTM-Based Multi-scale Model for Wind Speed ForecastingIgnacio A. Araya, Carlos Valle, Héctor Allende. 38-45 [doi]
- Using Deep Learning to Classify Class Imbalanced Gene-Expression Microarrays DatasetsA. Reyes-Nava, H. Cruz-Reyes, Roberto Alejo, Eréndira Rendón Lara, Allan Antonio Flores Fuentes, E. E. Granda Gutiérrez. 46-54 [doi]
- A Data Representation Approach to Support Imbalanced Data Classification Based on TWSVMC. Jimenez, A. M. Alvarez, Álvaro Orozco. 55-63 [doi]
- Improving Regression Models by Dissimilarity Representation of Bio-chemical DataFrancisco José Silva-Mata, Catherine Jiménez, Gabriela Barcas, David Estevez-Bresó, Niusvel Acosta-Mendoza, Andrés Gago Alonso, Isneri Talavera-Bustamante. 64-71 [doi]
- A Comparative Study on Unsupervised Domain Adaptation for Coffee Crop MappingEdemir Ferreira, Hugo Oliveira, Mário Sérgio Alvim, Jefersson Alex dos Santos. 72-80 [doi]
- Analytical Comparison of Histogram Distance MeasuresManuel G. Forero, Carlos Arias-Rubio, Brigete Tatiana González. 81-90 [doi]
- Gaussian Processes Regression with Multiple Annotators: When the Annotator Performance Is Not HomogeneousJulián Gil González, Andrés Marino Álvarez-Meza, Álvaro Ángel Orozco. 91-99 [doi]
- Linear Projection Learned from Hybrid CKA for Enhancing Distance-Based ClassifiersDiego Collazos-Huertas, David Cárdenas-Peña, Germán Castellanos-Domínguez. 100-108 [doi]
- Evaluation of Bag-of-Word Performance for Time Series Classification Using Discriminative SIFT-Based Mid-Level RepresentationsRaquel Almeida, Hugo Herlanin, Zenilton Kleber G. do Patrocínio Jr., Simon Malinowski, Silvio Jamil Ferzoli Guimarães. 109-116 [doi]
- Color Classification Methods for Perennial Weed Detection in Cereal CropsManuel G. Forero, Sergio Herrera-Rivera, Julián Ávila-Navarro, Camilo Andres Franco, Jesper Rasmussen, Jon Nielsen. 117-123 [doi]
- Hierarchical Graph-Based Segmentation in Detection of Object-Related RegionsRafael Machado Ribeiro, Silvio Jamil Ferzoli Guimarães, Zenilton Kleber G. do Patrocínio Jr.. 124-132 [doi]
- Dealing with Heterogeneous Google Earth Images on Building Area Detection TaskCassio F. P. Almeida, William Fernandes, Simone D. J. Barbosa, Hélio Lopes. 133-140 [doi]
- Evaluation of Scale-Aware Realignments of Hierarchical Image SegmentationMilena M. Adão, Silvio Jamil Ferzoli Guimarães, Zenilton K. G. Patrocínio Jr.. 141-149 [doi]
- 3D SfM as a Measuring Technique for Human Body TransformationAlessandro Marro, Stefan Wiesen, Max Langbein, Hans Hagen. 150-158 [doi]
- Outlier Detection for Line MatchingRoi Santos, Xosé M. Pardo, Xosé Ramón Fdez-Vidal. 159-167 [doi]
- Detection of Small Portions of Water in VIS-NIR Images Acquired by UAVsDaniel Trevisan Bravo, Stanley Jefferson de Araujo Lima, Sidnei Alves de Araújo, Wonder Alexandre Luz Alves. 168-176 [doi]
- Predicting City Safety Perception Based on Visual Image ContentSergio F. Acosta, Jorge E. Camargo. 177-185 [doi]
- Analysis and Classification of MoCap Data by Hilbert Space Embedding-Based Distance and Multikernel LearningJuan Diego Pulgarin-Giraldo, Andrés Marino Álvarez-Meza, Steven Van Vaerenbergh, Ignacio Santamaría, Germán Castellanos-Domínguez. 186-193 [doi]
- An Out of Sample Version of the EM Algorithm for Imputing Missing Values in ClassificationSergio Campos, Alejandro Veloz, Héctor Allende. 194-202 [doi]
- Multi-granulation Strategy via Feature Subset Extraction by Using a Genetic Algorithm and a Rough Sets-Based Measure of DependenceAriam Rivas, Ricardo Navarro, Chyon Hae Kim, Rafael Bello. 203-211 [doi]
- Boosting Collaborative Filters for Drug-Target Interaction PredictionCristian M. Orellana, Ricardo Ñanculef, Carlos Valle. 212-220 [doi]
- Fast Adapting Mixture Parameters Schemes for Probability Density Difference-Based Deformable ModelAicha-Baya Goumeidane, Nafaa Nacereddine. 221-228 [doi]
- Optimal Stochastic Excitation for Linear Flaw Detection in a Solid MaterialNesrine Houhat, Sébastien Ménigot, Tarek Boutkedjirt, Redouane Drai, Jean-Marc Girault. 229-236 [doi]
- Computing Anomaly Score Threshold with Autoencoders PipelineIgr Alexánder Fernández-Saúco, Niusvel Acosta-Mendoza, Andrés Gago Alonso, Edel Bartolo García Reyes. 237-244 [doi]
- Generating Random Variates via Kernel Density Estimation and Radial Basis Function Based Neural NetworksCristian Candia-García, Manuel G. Forero, Sergio Herrera-Rivera. 245-252 [doi]
- Detection of Bat Acoustics Signals Using Voice Activity Detection Techniques with Random Forests ClassificationAdrián T. Ruiz, Julian Equihua, Santiago Martínez, Everardo Robredo, Günther Palm, Friedhelm Schwenker. 253-261 [doi]
- Space Efficient Incremental Betweenness Algorithm for Directed GraphsReynaldo Gil Pons. 262-270 [doi]
- Confusion Matrix-Based Building of Hierarchical ClassificationPaulo R. Cavalin, Luiz S. Oliveira. 271-278 [doi]
- Information Potential Variability for Hyperparameter Selection in the MMD DistanceCristhian K. Valencia, Andrés Álvarez, Edgar A. Valencia, Mauricio A. Álvarez, Álvaro Orozco. 279-286 [doi]
- A Fuzzy Classifier for Data Streams with Infinitely Delayed LabelsTiago Pinho da Silva, Vinícius Mourão Alves de Souza, Gustavo Enrique De Almeida Prado Alves Batista, Heloisa de Arruda Camargo. 287-295 [doi]
- Generalized Multitarget Linear Regression with Output Dependence EstimationHector Gonzalez, Carlos Morell, Francesc J. Ferri. 296-304 [doi]
- A New Weighted k-Nearest Neighbor Algorithm Based on Newton's Gravitational ForceJuan Aguilera, Luis Carlos González-Gurrola, Manuel Montes-y-Gómez, Paolo Rosso. 305-313 [doi]
- Towards Hierarchical Classification of Data StreamsAntonio Rafael Sabino Parmezan, Vinícius M. A. de Souza, Gustavo E. A. P. A. Batista. 314-322 [doi]
- Non-parametric Contextual Relationship Learning for Semantic Video Object SegmentationTinghuai Wang, Huiling Wang. 325-333 [doi]
- Superpixel Segmentation by Object-Based Iterative Spanning ForestFelipe Belém, Silvio Jamil Ferzoli Guimarães, Alexandre Xavier Falcão. 334-341 [doi]
- Frequency Analysis of Topological Projections onto Klein Bottle for Texture CharacterizationThiago Pirola Ribeiro, André L. N. de Oliveira, Célia A. Zorzo Barcelos. 342-350 [doi]
- Singular Patterns in Optical Flows as Dynamic Texture DescriptorsLeandro N. Couto, Célia A. Z. Barcelos. 351-358 [doi]
- Efficient Unsupervised Image Segmentation by Optimum Cuts in GraphsHans H. C. Bejar, Lucy A. C. Mansilla, Paulo A. V. Miranda. 359-367 [doi]
- Dirichlet Series in Complex Network Modeling of Texture ImagesJoão Batista Florindo. 368-375 [doi]
- Detection of Vertices in Sketched Drawings of Polyhedral ShapesPedro Company, Peter A. C. Varley, Raquel Plumed, Jorge D. Camba. 376-383 [doi]
- A Note on the Phase Congruence Method in Image AnalysisCarlos A. Jacanamejoy, Manuel G. Forero. 384-391 [doi]
- An Efficient CBIR System for High Resolution Remote Sensing ImagesSamia Bouteldja, Assia Kourgli. 392-400 [doi]
- Experimental Analysis of Measurements Fusion for Pose Estimation Using PMD SensorKsenia Klionovska, Heike Benninghoff, Eicke-Alexander Risse, Felix Huber. 401-409 [doi]
- Automated Colony Counter for Single Plate Serial Dilution SpottingDimitria Theophanis Boukouvalas, Peterson Adriano Belan, Cintia Raquel Lima Leal, Renato Araújo Prates, Sidnei Alves de Araújo. 410-418 [doi]
- Image Inpainting Based on Local Patch Search Supported by Image SegmentationSarah Almeida Carneiro, Hélio Pedrini, Silvio Jamil Ferzoli Guimarães. 419-427 [doi]
- Bio-Inspired Perception Sensor (BIPS) Concept Analysis for Embedded ApplicationsLouise Sarrabezolles, Antoine Manzanera, Nicolas Hueber. 428-435 [doi]
- Deterministic Partially Self-avoiding Walks on Networks for Natural Shapes ClassificationLucas Correia Ribas, Odemir M. Bruno. 436-443 [doi]
- Hierarchy-Based Salient Regions: A Region Detector Based on Hierarchies of PartitionsKarla Otiniano-Rodríguez, Arnaldo de Albuquerque Araújo, Guillermo Cámara Chávez, Jean Cousty, Silvio Jamil Ferzoli Guimarães, Benjamin Perret. 444-452 [doi]
- Logarithmic Mathematical Morphology: A New Framework Adaptive to Illumination ChangesGuillaume Noyel. 453-461 [doi]
- FqSD: Full-Quaternion Saliency Detection in ImagesReynolds León Guerra, Edel B. García Reyes, Annette Morales González Quevedo, Heydi Méndez-Vázquez. 462-469 [doi]
- Graph-Based Image Segmentation Using Dynamic TreesJordão Bragantini, Samuel Botter Martins, César Castelo-Fernández, Alexandre Xavier Falcão. 470-478 [doi]
- Radial Textures: A New Approach to Analyze Meat Quality by Using MRIDaniel Caballero, Andrés Caro, José Manuel Amigo, María Mar Ávila, Teresa Antequera, Trinidad Pérez-Palacios. 479-486 [doi]
- An Enhanced Sequential Search Feature Selection Based on mRMR to Support FCD LocalizationJ. Castañeda-Gonzalez, A. Álvarez-Meza, Alvaro Angel Orozco Gutierrez. 487-495 [doi]
- Automated Identification and Classification of Diatoms from Water ResourcesJose Libreros, Gloria Bueno, María Trujillo, Maria Ospina. 496-503 [doi]
- Novel Scene Recognition Using TrainDetectorSebastien Mambou, Ondrej Krejcar. 504-512 [doi]
- PointNet Evaluation for On-Road Object Detection Using a Multi-resolution ConditioningJose Pamplona, Carlos A. Madrigal, Arturo de la Escalera. 513-520 [doi]
- Multimodal Object Recognition Using Deep Learning Representations Extracted from Images and Smartphone SensorsJavier Ortega Bastida, Antonio Javier Gallego, Antonio Pertusa. 521-529 [doi]
- Object Detection on Base of Modified Convolutional NetworkAlexey Alexeev, Yuriy Matveev, Georgy Kukharev. 530-537 [doi]
- Robust Fourier-Based Checkerboard Corner Detection for Camera CalibrationBenjamin Spitschan, Jörn Ostermann. 538-546 [doi]
- Spatiotemporal CNNs for Pornography Detection in VideosMurilo Varges da Silva, Aparecido Nilceu Marana. 547-555 [doi]
- Nose Based Rigid Face TrackingLuan P. e Silva, Flávio H. de Bittencourt Zavan, Olga R. P. Bellon, Luciano Silva. 556-563 [doi]
- On Combining Face Local Appearance and Geometrical Features for Race ClassificationFabiola Becerra-Riera, Nelson Méndez Llanes, Annette Morales-González, Heydi Méndez-Vázquez, Massimo Tistarelli. 567-574 [doi]
- Facial Landmarks Detection Using a Cascade of Recombinator NetworksPedro Diego López, Roberto Valle, Luis Baumela. 575-583 [doi]
- Measuring the Gender and Ethnicity Bias in Deep Models for Face RecognitionAlejandro Acien, Aythami Morales, Rubén Vera-Rodríguez, Ivan Bartolome, Julian Fiérrez. 584-593 [doi]
- 3D Face Recognition with Reconstructed Faces from a Collection of 2D ImagesJoão Baptista Cardia Neto, Aparecido Nilceu Marana. 594-601 [doi]
- Comparison of Angle and Size Features with Deep Learning for Emotion RecognitionPatrick Dunau, Marco F. Huber, Jürgen Beyerer. 602-610 [doi]
- Fast and Accurate Person Re-identification with Xception Conv-Net and C2FArthur van Rooijen, Henri Bouma, Fons J. Verbeek. 611-619 [doi]
- A Novel Multi-purpose Deep Architecture for Facial Attribute and Emotion UnderstandingAnkit Sharma, Pooyan Balouchian, Hassan Foroosh. 620-627 [doi]
- Are Deep Learning Methods Ready for Prime Time in Fingerprints Minutiae Extraction?Ana Rebelo, Tiago Oliveira 0004, Manual E. Correia, Jaime S. Cardoso. 628-636 [doi]
- Fingerprint Image Quality Assessment Based on Oriented Pattern AnalysisRaimundo Claudio da Silva Vasconcelos, Hélio Pedrini. 637-644 [doi]
- Towards End-to-End DNN-Based Identification of Individual Manta Rays from Sparse ImageryTuana Celik, Benjamin Hughes, Tilo Burghardt. 645-653 [doi]
- Two Stream Deep CNN-RNN Attentive Pooling Architecture for Video-Based Person Re-identificationWajeeha Ansar, M. M. Fraz, M. Shahzad, I. Gohar, Sajid Javed, Soon Ki Jung. 654-661 [doi]
- Recognition of Genetic Disorders Based on Deep Features and Geometric RepresentationJadisha Yarif Ramírez Cornejo, Hélio Pedrini. 665-672 [doi]
- Circular Non-uniform Sampling Patch Inputs for CNN Applied to Multiple Sclerosis Lesion SegmentationGustavo Ulloa, Rodrigo Naranjo, Héctor Allende-Cid, Steren Chabert, Héctor Allende. 673-680 [doi]
- End-to-End Ovarian Structures SegmentationDiego S. Wanderley, Catarina B. Carvalho, Ana Domingues, Carla Peixoto, Duarte Pignatelli, Jorge Beires, Jorge Silva, Aurélio Campilho. 681-689 [doi]
- Exploring Deep-Based Approaches for Semantic Segmentation of Mammographic ImagesHugo Neves de Oliveira, Claudio Saliba de Avelar, Alexei Manso Corrêa Machado, Arnaldo de Albuquerque Araújo, Jefersson Alex dos Santos. 690-698 [doi]
- Short Time EEG Connectivity Features to Support Interpretability of MI DiscriminationV. Gómez-Orozco, A. Álvarez-Meza, P. Herrera, Germán Castellanos-Domínguez, A. Orozco. 699-706 [doi]
- Improving Ensemble Averaging by Epoch Detrending in Evoked PotentialsIdileisy Torres-Rodríguez, Carlos A. Ferrer-Riesgo, Ernesto Velarde-Reyes, Alberto Taboada-Crispí. 707-714 [doi]
- Color Features Extraction and Classification of Digital Images of Erythrocytes Infected by Plasmodium bergheiJuan V. Lorenzo-Ginori, Lyanett Chinea-Valdés, Yanela Izquierdo Torres, Rubén Orozco-Morales, Niurka Mollineda-Diogo, Sergio Sifontes-Rodríguez, Alfredo Meneses-Marcel. 715-722 [doi]
- Automated Pneumothorax Diagnosis Using Deep Neural NetworksTony Lindsey, Rebecca Lee, Ronald Grisell, Saul Vega, Sena Veazey. 723-731 [doi]
- Classification of Melanoma Images with Fisher Vectors and Deep LearningGastón Liberman, Daniel Acevedo, Marta Mejail. 732-739 [doi]
- Automatic Identification of DBS Parameters from the Volume of Tissue Activated (VTA) Using Support Vector MachinesRobinson Aguilar, Hernán Darío Vargas Cardona, Andrés M. Álvarez, Álvaro Á. Orozco, Piedad Navarro. 740-747 [doi]
- Interactive Border Contour with Automatic Tracking Algorithm Selection for Medical ImagesAndré V. Leinio, Lucas Santana Lellis, Fabio A. M. Cappabianco. 748-756 [doi]
- Learning to Recognize Abnormalities in Chest X-Rays with Location-Aware Dense NetworksSebastian Gündel, Sasa Grbic, Bogdan Georgescu, Siqi Liu, Andreas Maier 0001, Dorin Comaniciu. 757-765 [doi]
- An Automatic Brain Tumor Segmentation Approach Based on Affinity ClusteringC. Ramirez, V. Gómez-Orozco, Iván De La Pava, A. Álvarez-Meza, Julián David Echeverry, Jorge I. Ríos, Álvaro Orozco. 766-773 [doi]
- Enhanced Graph Cuts for Brain Tumor Segmentation Using Bayesian OptimizationMauricio Castaño, Hernán F. García, Gloria L. Porras-Hurtado, Álvaro Á. Orozco, Jorge I. Marin-Hurtado. 774-782 [doi]
- Convolutional Neural Network Architectures for Texture Classification of Pulmonary NodulesCarlos A. Ferreira, António Cunha, Ana Maria Mendonça, Aurélio Campilho. 783-791 [doi]
- Reconstructed Phase Space and Convolutional Neural Networks for Classifying Voice PathologiesJoão Vilian de Moraes Lima Marinus, Joseana Macêdo Fechine Régis de Araújo, Herman Martins Gomes. 792-801 [doi]
- QRS Detection in ECG Signal with Convolutional NetworkPedro Silva, Eduardo Luz, Elizabeth F. Wanner, David Menotti, Gladston Moreira. 802-809 [doi]
- Gender Effects on an EEG-Based Emotion Level Classification SystemIván De La Pava, A. Álvarez-Meza, P. Herrera, Germán Castellanos-Domínguez, Álvaro Orozco. 810-819 [doi]
- EEG Channel Relevance Analysis Using Maximum Mean Discrepancy on BCI SystemsDavid Luna-Naranjo, Juana Valeria Hurtado-Rincón, David Cárdenas-Peña, V. H. Castro, Hector Fabio Torres, Germán Castellanos-Domínguez. 820-828 [doi]
- Forward Modelling Complexity Influence in EEG Source Localization Using Real EEG DataErnesto Cuartas Morales, Yohan Ricardo Céspedes Villar, Carlos Daniel Acosta, Germán Castellanos-Domínguez. 829-836 [doi]
- Emotion Recognition with Ensemble Using mRMR-Based Feature SelectionA. Valencia-Alzate, J. Castañeda-Gonzalez, J. Hoyos-Osorio, Genaro Daza-Santacoloma, Alvaro Angel Orozco Gutierrez. 837-845 [doi]
- Regularization for Graph-Based Transfer Learning Text ClassificationCristián Serpell, Héctor Allende, Carlos Valle. 849-856 [doi]
- Math Formula Script and Type Identification and RecognitionKawther Khazri Ayeb, Afef Kacem Echi. 857-864 [doi]
- Evaluating AdaBoost for Plagiarism DetectionThiago V. Reginaldo, Magali R. G. Meireles, Zenilton K. G. Patrocínio Jr.. 865-873 [doi]
- Predicting Academic-Challenge SuccessDante López, Luis Villaseñor Pineda, Manuel Montes-y-Gómez, Eduardo F. Morales, Hugo Jair Escalante. 874-883 [doi]
- Visual Semantic Re-ranker for Text SpottingAhmed Sabir, Francesc Moreno-Noguer, Lluís Padró. 884-892 [doi]
- A Hybrid Feature Extraction Method for Offline Handwritten Math Symbol RecognitionCarlos Ramírez Piña, José Salvador Sánchez 0001, Rosa María Valdovinos Rosas, José A. Hernández-Servín. 893-901 [doi]
- Improving Handwritten Character Recognition by Using a Ranking-Based Feature Selection ApproachNicole Dalia Cilia, Claudio De Stefano, Francesco Fontanella, Alessandra Scotto di Freca. 902-910 [doi]
- Using Image Processing Techniques and HD-EMG for Upper Limb Prosthesis Gesture RecognitionRoberto Díaz-Amador, Carlos A. Ferrer-Riesgo, Juan V. Lorenzo-Ginori. 913-921 [doi]
- An Effective Approach Based on a Subset of Skeleton Joints for Two-Person Interaction RecognitionSirine Ammar, Nizar Zaghden, Mahmoud Neji. 922-929 [doi]
- Evaluating Deep Models for Dynamic Brazilian Sign Language RecognitionLucas Amaral, Givanildo L. N. Júnior, Tiago Vieira, Thales Vieira. 930-937 [doi]
- A DTW-Based Representation to Support Static Sign Language Recognition from Binary ImagesJ. S. Blandon, A. Alvarez, Álvaro Orozco. 938-945 [doi]
- Human Activity Recognition Using Multi-modal Data FusionAndrés Felipe Calvo, Germán Andrés Holguín, Henry Medeiros. 946-953 [doi]
- Using Scene Context to Improve Action RecognitionJuarez Monteiro, Roger Granada, Felipe Meneguzzi, Rodrigo Coelho Barros. 954-961 [doi]
- Empirical Evaluation of the BCOC Method on Multi-Domain Sentiment Analysis Data SetsBrian Keith Norambuena, Claudio Meneses Villegas. 962-970 [doi]
- Improving Attitude Words Classification for Opinion Mining Using Word EmbeddingReynier Ortega Bueno, José Eladio Medina-Pagola, Carlos Enrique Muñiz-Cuza, Paolo Rosso. 971-982 [doi]