Table of Contents

• Improving Explanatory Power of Machine Learning in the Symbolic Data Analysis FrameworkEdwin Diday. 3-14 [doi]
• Classification of Neuron Sets from Non-disease States Using Time Series Obtained Through Nonlinear Analysis of the 3D Dendritic StructuresLeonardo Agustín Hernández-Pérez, José Daniel López-Cabrera, Rubén Orozco-Morales, Juan Valentín Lorenzo-Ginori. 17-25 [doi]
• Evaluating the Max-Min Hill-Climbing Estimation of Distribution Algorithm on B-FunctionsJulio Madera, Alberto Ochoa Ortíz. 26-33 [doi]
• Calcified Plaque Detection in IVUS Sequences: Preliminary Results Using Convolutional NetsSimone Balocco, Mauricio González, Ricardo Ñanculef, Petia Radeva, Gabriel Thomas. 34-42 [doi]
• Multilayer-Based HMM Training to Support Bearing Fault DiagnosisJorge Fernández, Andrés M. Álvarez, H. Quintero, J. Echeverry, Álvaro Orozco. 43-50 [doi]
• Predictive Model for Specific Energy Consumption in the Turning of AISI 316L SteelDagnier-Antonio Curra-Sosa, Roberto Pérez-Rodríguez, Ricardo Del-Risco-Alfonso. 51-58 [doi]
• Training Neural Networks by Continuation Particle Swarm OptimizationJairo Rojas Delgado, Rafael A. Trujillo-Rasúa. 59-67 [doi]
• Intelligent Data Analysis to Calculate the Operational Reliability CoefficientZoila Esther Morales Tabares, Alcides Cabrera Campos, Efrén Vázquez Silva, Roberto Antonio Infante Milanés. 68-76 [doi]
• An Integrated Deep Neural Network for Defect Detection in Dynamic Textile TexturesDirk Siegmund, Ashok Prajapati, Florian Kirchbuchner, Arjan Kuijper. 77-84 [doi]
• Speeding up High Resolution Palmprint Matching by Using Singular PointsManuel Aguado Martínez, José Hernández Palancar. 87-94 [doi]
• Low-Resolution Face Recognition with Deep Convolutional Features in the Dissimilarity SpaceMairelys Hernández-Durán, Yenisel Plasencia Calaña, Heydi Méndez-Vázquez. 95-103 [doi]
• Exploring Local Deep Representations for Facial Gender Classification in VideosFabiola Becerra-Riera, Annette Morales-González, Heydi Méndez-Vázquez. 104-112 [doi]
• Individual Finger Movement Recognition Based on sEMG and Classification TechniquesLaura Stella Vega-Escobar, Andrés Eduardo Castro-Ospina, Leonardo Duque-Muñoz. 113-121 [doi]
• Watermarking Based on Krawtchouk Moments for Handwritten Document ImagesErnesto Avila-Domenech, Anier Soria-Lorente. 122-129 [doi]
• Multi-graph Frequent Approximate Subgraph Mining for Image ClusteringNiusvel Acosta-Mendoza, Jesús Ariel Carrasco-Ochoa, Andrés Gago Alonso, José Francisco Martínez Trinidad, José Eladio Medina-Pagola. 133-140 [doi]
• Data Mining Techniques in Normal or Pathological Infant CryYadisbel Martinez-Cañete, Sergio Daniel Cano-Ortiz, Lienys Lombardía-Legrá, Ernesto Rodríguez-Fernández, Liette Veranes-Vicet. 141-148 [doi]
• Angle-Based Model for Interactive Dimensionality Reduction and Data VisualizationCielo K. Basante-Villota, Carlos M. Ortega-Castillo, Diego Fernando Peña-Unigarro, Edgardo Javier Revelo-Fuelagán, Jose Alejandro Salazar-Castro, MacArthur Ortega-Bustamante, Paul D. Rosero-Montalvo, Laura Stella Vega-Escobar, Diego Hernán Peluffo-Ordóñez. 149-157 [doi]
• Irony Detection Based on Character Language Model ClassifiersYisel Clavel Quintero, Leticia Arco García. 158-165 [doi]
• Identifying Twitter Users Influence and Open Mindedness Using Anomaly DetectionMario Alfonso Prado-Romero, Alberto Fernández Oliva, Lucina García Hernández. 166-173 [doi]
• Semantic Loss in Autoencoder Tree Reconstruction Based on Different Tuple-Based AlgorithmsHiram Calvo, Ramón Rivera Camacho, Ricardo Barrón Fernández. 174-181 [doi]
• Robust K-SVD: A Novel Approach for Dictionary LearningCarlos A. Loza. 185-192 [doi]
• Customer Segmentation Using Multiple Instance Clustering and Purchasing BehaviorsIvett Fuentes, Gonzalo Nápoles, Leticia Arco, Koen Vanhoof. 193-200 [doi]
• Multimodal Alzheimer Diagnosis Using Instance-Based Data Representation and Multiple Kernel LearningDiego Collazos-Huertas, David Cárdenas-Peña, Germán Castellanos-Domínguez. 201-209 [doi]
• Relevance of Filter Bank Common Spatial Patterns Using Multiple Kernel Learning in Motor ImageryDaniel G. García-Murillo, David Cárdenas-Peña, Germán Castellanos-Domínguez. 210-218 [doi]
• Accelerated Proximal Gradient Descent in Metric Learning for Kernel RegressionHector Gonzalez, Carlos Morell, Francesc J. Ferri. 219-227 [doi]
• A Reinforcement Learning Approach for the Report Scheduling Process Under Multiple ConstraintsBeatriz M. Méndez-Hernández, Jessica Coto Palacio, Yailen Martínez Jiménez, Ann Nowé, Erick D. Rodríguez Bazan. 228-235 [doi]
• A Restriction-Based Approach to GeneralizationsMilton García-Borroto. 239-246 [doi]
• Expanding MLkNN Using Extended Rough Set TheoryGabriela Pérez, Marilyn Bello-García, Gonzalo Nápoles, María Matilde García Lorenzo, Rafael Bello, Koen Vanhoof. 247-254 [doi]
• Proactive Forest for Supervised ClassificationNayma Cepero-Pérez, Luis Alberto Denis-Miranda, Rafael Hernández-Palacio, Mailyn Moreno-Espino, Milton García-Borroto. 255-262 [doi]
• Student Desertion Prediction Using Kernel Relevance AnalysisJorge Fernández, Angélica Rojas, Genaro Daza-Santacoloma, Diana Gómez, Andrés M. Álvarez, Álvaro Orozco. 263-270 [doi]
• Medical Equipment Replacement Prioritization Indicator Using Multi-criteria Decision AnalysisTlazohtzin Mora-García, Fernanda Piña-Quintero, Martha R. Ortiz-Posadas. 271-279 [doi]
• Imbalanced Data Classification Using a Relevant Information-Based Sampling ApproachKeider Hoyos, Jorge Fernández, Beatriz Martinez, Óscar A. Henao, Álvaro Orozco, Genaro Daza. 280-287 [doi]
• Economic Feasibility of Projects Using Triangular Fuzzy NumbersMarieta Peña Abreu, Carlos R. Rodríguez Rodríguez, Roberto García Vacacela, Pedro Yobanis Piñero Pérez. 288-298 [doi]
• Variable Selection for Journal Bearing Faults Diagnostic Through Logical Combinatorial Pattern RecognitionJoel Pino Gómez, Fidel Ernesto Hernández Montero, Julio C. Gómez Mancilla. 299-306 [doi]
• Electroencephalographic Signals and Emotional States for Tactile Pleasantness ClassificationMiguel A. Becerra, Edwin Londoño-Delgado, Sonia M. Pelaez-Becerra, Andrés Eduardo Castro-Ospina, Cristian Mejia-Arboleda, Julián Durango, Diego Hernán Peluffo-Ordóñez. 309-316 [doi]
• Multi-horizon Scalable Wind Power Forecast SystemCamilo Valenzuela, Héctor Allende, Carlos Valle. 317-325 [doi]
• Multiple Instance Learning Selecting Time-Frequency Features for Brain Computing InterfacesJulian Caicedo-Acosta, Luisa F. Velásquez-Martínez, David Cárdenas-Peña, Germán Castellanos-Domínguez. 326-333 [doi]
• Sub Band CSP Using Spatial Entropy-Based Relevance in MI TasksCamilo López-Montes, David Cárdenas-Peña, Germán Castellanos-Domínguez. 334-341 [doi]
• A New Approach for Fault Diagnosis of Industrial Processes During TransitionsDanyer L. Acevedo-Galán, Marcos Quiñones-Grueiro, Alberto Prieto Moreno, Orestes Llanes-Santiago. 342-350 [doi]
• Detecting EEG Dynamic Changes Using Supervised Temporal PatternsLuisa F. Velásquez-Martínez, F. Y. Zapata-Castaño, David Cárdenas-Peña, Germán Castellanos-Domínguez. 351-358 [doi]
• Entropy-Based Relevance Selection of Independent Components Supporting Motor Imagery TasksDavid Luna-Naranjo, David Cárdenas-Peña, Germán Castellanos-Domínguez. 359-367 [doi]
• Movement Identification in EMG Signals Using Machine Learning: A Comparative StudyLaura Lasso-Arciniegas, Andres Viveros-Melo, Jose Alejandro Salazar-Castro, Miguel A. Becerra, Andrés Eduardo Castro-Ospina, Edgardo Javier Revelo-Fuelagán, Diego Hernán Peluffo-Ordóñez. 368-375 [doi]
• Feature Extraction of Automatic Speaker Recognition, Analysis and Evaluation in Real EnvironmentEdward L. Campbell, Gabriel Hernández, José Ramón Calvo de Lara. 376-383 [doi]