Table of Contents

• Testing Modified Confusion Entropy as Split Criterion for Decision TreesJ. David Nuñez-Gonzalez, Alexander Gonzalo de Sá, Manuel Graña. 3-13 [doi]
• Generating a Question Answering System from Text Causal RelationsEduardo C. Garrido-Merchán, Cristina Puente, José Angel Olivas. 14-25 [doi]
• Creation of a Distributed NoSQL Database with Distributed Hash TablesAgustín San Román Guzmán, Diego Valdeolmillos, Alberto Rivas, Angélica González Arrieta, Pablo Chamoso. 26-37 [doi]
• Study of Data Pre-processing for Short-Term Prediction of Heat Exchanger Behaviour Using Time SeriesBruno Baruque, Esteban Jove, Santiago Porras, José Luís Calvo-Rolle. 38-49 [doi]
• Can Automated Smoothing Significantly Improve Benchmark Time Series Classification Algorithms?James Large, Paul Southam, Anthony J. Bagnall. 50-60 [doi]
• Dataset Weighting via Intrinsic Data Characteristics for Pairwise Statistical Comparisons in ClassificationJosé A. Sáez, Pablo J. Villacorta, Emilio Corchado. 61-72 [doi]
• Mining Network Motif Discovery by Learning TechniquesBogdan Eduard-Madalin Mursa, Anca Andreica, Laura Diosan. 73-84 [doi]
• Deep Structured Semantic Model for Recommendations in E-commerceAnna Larionova, Polina Kazakova, Nikita Nikitinsky. 85-96 [doi]
• Improving Comparative Radiography by Multi-resolution 3D-2D Evolutionary Image RegistrationÓscar Gómez, Óscar Ibáñez, Andrea Valsecchi, Oscar Cordón. 99-110 [doi]
• Evolutionary Algorithm for Pathways Detection in GWAS StudiesFidel Díez Díaz, Fernando Sánchez Lasheras, Francisco Javier de Cos Juez, Vicente Martín Sánchez. 111-122 [doi]
• Particle Swarm Optimization-Based CNN-LSTM Networks for Anomalous Query Access Control in RBAC-Administered ModelTae-young Kim, Sung-Bae Cho. 123-132 [doi]
• d(Tree)-by-dx: Automatic and Exact Differentiation of Genetic Programming TreesPeter Rockett, Yuri Kaszubowski Lopes, Tiantian Dou, Elizabeth A. Hathway. 133-144 [doi]
• Genetic Algorithm-Based Deep Learning Ensemble for Detecting Database Intrusion via Insider AttackSeok-Jun Bu, Sung-Bae Cho. 145-156 [doi]
• An Efficient Hybrid Genetic Algorithm for Solving a Particular Two-Stage Fixed-Charge Transportation ProblemOvidiu Cosma, Petrica C. Pop, Cosmin Sabo. 157-167 [doi]
• Analysis of MOEA/D Approaches for Inferring Ancestral RelationshipsSergio Santander-Jiménez, Miguel A. Vega-Rodríguez, Leonel Sousa. 168-180 [doi]
• Parsimonious Modeling for Estimating Hospital Cooling Demand to Reduce Maintenance Costs and Power ConsumptionEduardo Dulce, Francisco Javier Martínez de Pisón. 181-192 [doi]
• Haploid Versus Diploid Genetic Algorithms. A Comparative StudyAdrian Petrovan, Petrica Pop Sitar, Oliviu Matei. 193-205 [doi]
• Entropy and Organizational PerformanceJosé Neves 0001, Nuno Maia, Goreti Marreiros, Mariana Neves 0001, Ana Fernandes, Jorge Ribeiro, Isabel Araújo, Nuno Araújo, Liliana Ávidos, Filipa Ferraz, António Capita, Nicolás F. Lori, Victor Alves, Henrique Vicente. 206-217 [doi]
• A Semi-supervised Method to Classify Educational VideosAlexandru Stefan Stoica, Stella Heras, Javier Palanca, Vicente Julián, Marian Cristian Mihaescu. 218-228 [doi]
• New Approach for the Aesthetic Improvement of Images Through the Combination of Convolutional Neural Networks and Evolutionary AlgorithmsJuan Abascal, Miguel A. Patricio, Antonio Berlanga, José M. Molina. 229-240 [doi]
• Evaluating Strategies for Selecting Test Datasets in Recommender SystemsFrancisco Pajuelo-Holguera, Juan Antonio Gómez Pulido, Fernando Ortega 0001. 243-253 [doi]
• Use of Natural Language Processing to Identify Inappropriate Content in TextSergio Merayo-Alba, Eduardo Fidalgo, Víctor González-Castro, Rocío Alaíz-Rodríguez, Javier Velasco-Mata. 254-263 [doi]
• Classification of Human Driving Behaviour Images Using Convolutional Neural Network ArchitectureEmine Cengil, Ahmet Çinar. 264-274 [doi]
• Building a Classification Model Using Affinity PropagationChristopher Klecker, Ashraf Saad. 275-286 [doi]
• Clustering-Based Ensemble Pruning and Multistage Organization Using DiversityPawel Zyblewski, Michal Wozniak. 287-298 [doi]
• Towards a Custom Designed Mechanism for Indexing and Retrieving Video TranscriptsGabriel Turcu, Stella Heras, Javier Palanca, Vicente Julián, Marian Cristian Mihaescu. 299-309 [doi]
• Active Image Data AugmentationFlávio Arthur Oliveira Santos, Cleber Zanchettin, Leonardo Nogueira Matos, Paulo Novais. 310-321 [doi]
• A Novel Density-Based Clustering Approach for Outlier Detection in High-Dimensional DataThouraya Aouled Messaoud, Abir Smiti, Aymen Louati. 322-331 [doi]
• Convolutional CARMEN: Tomographic Reconstruction for Night ObservationFrancisco García Riesgo, Sergio Luis Suárez Gómez, Fernando Sánchez Lasheras, Carlos González-Gutiérrez, Carmen Peñalver San Cristóbal, Francisco Javier de Cos Juez. 335-345 [doi]
• A Proof of Concept in Multivariate Time Series Clustering Using Recurrent Neural Networks and SP-LinesIago Vázquez, José Ramón Villar, Javier Sedano, Svetlana Simic, Enrique A. de la Cal. 346-357 [doi]
• On the Influence of Admissible Orders in IVOVOMikel Uriz, Daniel Paternain, Humberto Bustince, Mikel Galar. 358-369 [doi]
• Does the Order of Attributes Play an Important Role in Classification?Antonio J. Tallón-Ballesteros, Simon Fong, Rocío Leal-Díaz. 370-380 [doi]
• The Contract Random Interval Spectral Ensemble (c-RISE): The Effect of Contracting a Classifier on AccuracyMichael Flynn, James Large, Tony Bagnall. 381-392 [doi]
• Graph-Based Knowledge Inference for Style-Directed Architectural DesignAgnieszka Mars, Ewa Grabska, Grazyna Slusarczyk, Barbara Strug. 393-403 [doi]
• A Convex Formulation of SVM-Based Multi-task LearningCarlos Ruiz, Carlos M. Alaíz, José R. Dorronsoro. 404-415 [doi]
• Influence Maximization and Extremal OptimizationTamás Képes, Noémi Gaskó, Rodica Ioana Lung, Mihai Alexandru Suciu. 416-427 [doi]
• Forecast Daily Air-Pollution Time Series with Deep LearningMiguel Cárdenas Montes. 431-443 [doi]
• Botnet Detection on TCP Traffic Using Supervised Machine LearningJavier Velasco-Mata, Eduardo Fidalgo, Víctor González-Castro, Enrique Alegre, Pablo Blanco-Medina. 444-455 [doi]
• Classifying Pastebin Content Through the Generation of PasteCC Labeled DatasetAdrián Riesco 0002, Eduardo Fidalgo, Mhd Wesam Al Nabki, Francisco Jáñez-Martino, Enrique Alegre. 456-467 [doi]
• Network Traffic Analysis for Android Malware DetectionJosé Gaviria de la Puerta, Iker Pastor-López, Borja Sanz, Pablo García Bringas. 468-479 [doi]
• Inferring Knowledge from Clinical Data for Anesthesia AutomationJose M. Gonzalez-Cava, Iván Castilla-Rodríguez, José Antonio Reboso, Ana León, María Martín, Esteban Jove-Pérez, José Luís Calvo-Rolle, Juan Albino Méndez Pérez. 480-491 [doi]
• Anomaly Detection Over an Ultrasonic Sensor in an Industrial PlantEsteban Jove, José Luís Casteleiro-Roca, Jose Manuel González-Cava, Héctor Quintián, Héctor Alaiz-Moretón, Bruno Baruque, Juan Albino Méndez Pérez, José Luís Calvo-Rolle. 492-503 [doi]
• A Machine Learning Approach to Determine Abundance of Inclusions in Stainless SteelHéctor Mesa, Daniel Urda, Juan J. Ruiz-Aguilar, José Antonio Moscoso López, Juan Almagro, Patricia Acosta, Ignacio J. Turias. 504-513 [doi]
• Measuring Lower Limb Alignment and Joint Orientation Using Deep Learning Based Segmentation of BonesKamil Kwolek, Adrian Brychcy, Bogdan Kwolek, Wojciech Marczynski. 514-525 [doi]
• Constraint Programming Based Algorithm for Solving Large-Scale Vehicle Routing ProblemsBochra Rabbouch, Foued Saâdaoui, Rafaa Mraihi. 526-539 [doi]
• Application of Extractive Text Summarization Algorithms to Speech-to-Text MediaDomínguez M. Victor, Fidalgo F. Eduardo, Rubel Biswas, Enrique Alegre, Laura Fernández-Robles. 540-550 [doi]
• User Profiles Matching for Different Social Networks Based on Faces IdentificationTimur Sokhin, Nikolay Butakov, Denis A. Nasonov. 551-562 [doi]
• Ro-Ro Freight Prediction Using a Hybrid Approach Based on Empirical Mode Decomposition, Permutation Entropy and Artificial Neural NetworksJosé Antonio Moscoso López, Juan Jesús Ruiz-Aguilar, Javier González-Enrique, Daniel Urda, Héctor Mesa, Ignacio J. Turias. 563-574 [doi]
• Modeling a Mobile Group Recommender System for Tourism with Intelligent Agents and GamificationPatrícia Alves, João Carneiro, Goreti Marreiros, Paulo Novais. 577-588 [doi]
• Orthogonal Properties of Asymmetric Neural Networks with Gabor FiltersNaohiro Ishii, Toshinori Deguchi, Masashi Kawaguchi, Hiroshi Sasaki, Tokuro Matsuo. 589-601 [doi]
• Deep CNN-Based Recognition of JSL Finger SpellingNam Tu Nguen, Shinji Sako, Bogdan Kwolek. 602-613 [doi]
• Algorithm for Constructing a Classifier Team Using a Modified PCA (Principal Component Analysis) in the Task of Diagnosis of Acute Lymphocytic Leukaemia Type B-CLLMariusz Topolski, Katarzyna Topolska. 614-624 [doi]
• Road Lane Landmark Extraction: A State-of-the-art ReviewAsier Izquierdo, José Manuel López-Guede, Manuel Graña. 625-635 [doi]
• CAPAS: A Context-Aware System Architecture for Physical Activities MonitoringPaulo Ferreira, Leandro Oliveira Freitas, Pedro Rangel Henriques, Paulo Novais, Juan Pavón. 636-647 [doi]
• Anomaly Detection Using Gaussian Mixture Probability Model to Implement Intrusion Detection SystemRoberto Blanco, Pedro Malagón, Samira Briongos, José Manuel Moya. 648-659 [doi]
• Combining Random Subspace Approach with smote Oversampling for Imbalanced Data ClassificationPawel Ksieniewicz. 660-673 [doi]
• Optimization of the Master Production Scheduling in a Textile Industry Using Genetic AlgorithmLeandro Leonardo Lorente-Leyva, Jefferson R. Murillo-Valle, Yakcleem Montero-Santos, Israel David Herrera-Granda, Erick P. Herrera-Granda, Paul D. Rosero-Montalvo, Diego Hernán Peluffo-Ordóñez, Xiomara P. Blanco-Valencia. 674-685 [doi]
• Urban Pollution Environmental Monitoring System Using IoT Devices and Data Visualization: A Case StudyPaul D. Rosero-Montalvo, Vivian F. López Batista, Diego Hernán Peluffo-Ordóñez, Leandro Leonardo Lorente-Leyva, X. P. Blanco-Valencia. 686-696 [doi]
• Crowd-Powered Systems to Diminish the Effects of Semantic DriftSaulo D. S. Pedro, Estevam R. Hruschka Jr.. 697-709 [doi]
• Prediction of Student Performance Through an Intelligent Hybrid ModelHéctor Alaiz-Moretón, José Antonio López-Vázquez, Héctor Quintián, José Luís Casteleiro-Roca, Esteban Jove, José Luís Calvo-Rolle. 710-721 [doi]
• A Hybrid Automatic Classification Model for Skin Tumour ImagesSvetlana Simic, Svetislav D. Simic, Zorana Bankovic, Milana Ivkov-Simic, José Ramón Villar, Dragan Simic. 722-733 [doi]
• Texture Descriptors for Automatic Estimation of Workpiece Quality in MillingManuel Castejón Limas, Lidia Sánchez-González, Javier Díez-González, Laura Fernández-Robles, Virginia Riego, Hilde Pérez. 734-744 [doi]
• Surface Defect Modelling Using Co-occurrence Matrix and Fast Fourier TransformationIker Pastor-López, Borja Sanz, José Gaviria de la Puerta, Pablo García Bringas. 745-757 [doi]
• Reinforcement Learning Experiments Running Efficiently over Widly Heterogeneous Computer FarmsBorja Fernández-Gauna, Xabier Larrucea, Manuel Graña. 758-769 [doi]