Table of Contents

• Screening a Case Base for Stroke Disease DetectionJosé Neves, Nuno Gonçalves, Ruben Oliveira, Sabino Gomes, João Neves, Joaquim Macedo, António Abelha, Cesar Analide, José Machado 0001, Manuel Filipe Santos, Henrique Vicente. 3-13 [doi]
• SemSynX: Flexible Similarity Analysis of XML Data via Semantic and Syntactic Heterogeneity/Homogeneity DetectionJesús Manuel Almendros-Jiménez, Alfredo Cuzzocrea. 14-26 [doi]
• Towards Automatic Composition of Multicomponent Predictive SystemsManuel Martin Salvador, Marcin Budka, Bogdan Gabrys. 27-39 [doi]
• LiCord: Language Independent Content Word FinderMd-Mizanur Rahoman, Tetsuya Nasukawa, Hiroshi Kanayama, Ryutaro Ichise. 40-52 [doi]
• Mining Correlated High-Utility Itemsets Using the Bond MeasurePhilippe Fournier-Viger, Jerry Chun-Wei Lin, Tai Dinh, Hoai Bac Le. 53-65 [doi]
• An HMM-Based Multi-view Co-training Framework for Single-View Text CorporaEva Lorenzo Iglesias, Adrían Seara Vieira, María Lourdes Borrajo Diz. 66-78 [doi]
• Does Sentiment Analysis Help in Bayesian Spam Filtering?Enaitz Ezpeleta, Urko Zurutuza, José María Gómez Hidalgo. 79-90 [doi]
• A Context-Aware Keyboard Generator for Smartphone Using Random Forest and Rule-Based SystemSang-Muk Jo, Sung-Bae Cho. 91-101 [doi]
• Privacy Preserving Data Mining for Deliberative ConsultationsPiotr Andruszkiewicz. 102-113 [doi]
• Feature Selection Using Approximate Multivariate Markov BlanketsRafael Arias-Michel, Miguel García Torres, Christian Schaerer, Federico Divina. 114-125 [doi]
• Student Performance Prediction Applying Missing Data Imputation in Electrical Engineering Studies DegreeConcepción Crespo-Turrado, José Luís Casteleiro-Roca, Fernando Sánchez Lasheras, José Antonio López-Vázquez, Francisco Javier de Cos Juez, José Luís Calvo-Rolle, Emilio Corchado. 126-135 [doi]
• Accuracy Increase on Evolving Product Unit Neural Networks via Feature Subset SelectionAntonio J. Tallón-Ballesteros, José C. Riquelme, Roberto Ruiz Sánchez. 136-148 [doi]
• Rainfall Prediction: A Deep Learning ApproachEmilcy Hernández, Víctor Sánchez-Anguix, Vicente Julián, Javier Palanca Cámara, Néstor D. Duque. 151-162 [doi]
• Time Series Representation by a Novel Hybrid Segmentation AlgorithmAntonio Manuel Durán-Rosal, Pedro Antonio Gutiérrez Peña, Francisco José Martínez-Estudillo, César Hervás-Martínez. 163-173 [doi]
• A Nearest Neighbours-Based Algorithm for Big Time Series Data ForecastingRicardo L. Talavera-Llames, Rubén Pérez-Chacón, Maria Martínez-Ballesteros, Alicia Troncoso, Francisco Martínez-Álvarez. 174-185 [doi]
• Active Learning Classifier for Streaming DataMichal Wozniak, Boguslaw Cyganek, Andrzej Kasprzak, Pawel Ksieniewicz, Krzysztof Walkowiak. 186-197 [doi]
• Application of Genetic Algorithms and Heuristic Techniques for the Identification and Classification of the Information Used by a Recipe RecommenderCristian Peñaranda, Soledad Valero, Vicente Julián, Javier Palanca Cámara. 201-212 [doi]
• A New Visualization Tool in Many-Objective Optimization ProblemsRoozbeh Haghnazar Koochaksaraei, Rasul Enayatifar, Frederico Gadelha Guimarães. 213-224 [doi]
• A Novel Adaptive Genetic Algorithm for Mobility Management in Cellular NetworksZakaria Abd El Moiz Dahi, Chaker Mezioud, Enrique Alba. 225-237 [doi]
• Bio-Inspired Algorithms and Preferences for Multi-objective ProblemsDaniel Cinalli, Luis Martí, Nayat Sánchez Pi, Ana Cristina Bicharra Garcia. 238-249 [doi]
• Assessment of Multi-Objective Optimization Algorithms for Parametric Identification of a Li-Ion Battery ModelYuviny Echevarría, Luciano Sánchez, Cecilio Blanco Viejo. 250-260 [doi]
• Comparing ACO Approaches in Epilepsy SeizuresPaula M. Vergara, José Ramón Villar, Enrique A. de la Cal, Manuel Menéndez, Javier Sedano. 261-272 [doi]
• Estimating the Maximum Power Delivered by Concentrating Photovoltaics Technology Through Atmospheric Conditions Using a Differential Evolution ApproachCristóbal J. Carmona, F. Pulgar, Antonio Jesús Rivera Rivas, María José del Jesús, J. Aguilera. 273-282 [doi]
• A Hybrid Bio-inspired ELECTRE Approach for Decision Making in Purchasing Agricultural EquipmentDragan Simic, Jovana Gajic, Vladimir Ilin, Vasa Svircevic, Svetlana Simic. 283-295 [doi]
• Evaluating the Difficulty of Instances of the Travelling Salesman Problem in the Nearby of the Optimal Solution Based on Random Walk ExplorationMiguel Cárdenas Montes. 299-310 [doi]
• A Nearest Hyperrectangle Monotonic Learning MethodJavier García, José Ramón Cano, Salvador García. 311-322 [doi]
• Knowledge Modeling by ELM in RL for SRHT ProblemJosé Manuel López-Guede, Asier Garmendia, Manuel Graña. 323-331 [doi]
• Can Metalearning Be Applied to Transfer on Heterogeneous Datasets?Catarina Félix, Carlos Soares, Alípio Jorge. 332-343 [doi]
• Smart Sketchpad: Using Machine Learning to Provide Contextually Relevant Examples to ArtistsMichael Fischer, Monica Lam. 344-352 [doi]
• An Analysis of the Hardness of Novel TSP Iberian InstancesGloria Cerasela Crisan, Camelia-Mihaela Pintea, Petrica C. Pop, Oliviu Matei. 353-364 [doi]
• A Data Structure to Speed-Up Machine Learning Algorithms on Massive DatasetsFrancisco Padillo, José María Luna, Alberto Cano 0001, Sebastián Ventura. 365-376 [doi]
• A Sensory Control System for Adjusting Group Emotion Using Bayesian Networks and Reinforcement LearningJun-Ho Kim, Ki Hoon Kim, Sung-Bae Cho. 377-388 [doi]
• Identification of Plant Textures in Agricultural Images by Principal Component AnalysisMartín Montalvo, María Guijarro, José Miguel Guerrero, Ángela Ribeiro. 391-401 [doi]
• Automatic Image-Based Method for Quantitative Analysis of Photosynthetic Cell CulturesAlzbeta Vlachynska, Jan Cervený, Vratislav Cmiel, Tomás Turecek. 402-413 [doi]
• Fall Detection Using Body-Worn Accelerometer and Depth Maps Acquired by Active CameraMichal Kepski, Bogdan Kwolek. 414-426 [doi]
• Classification of Melanoma Presence and Thickness Based on Computational Image AnalysisJavier Sánchez-Monedero, Aurora Sáez, María Pérez-Ortiz, Pedro Antonio Gutiérrez, César Hervás-Martínez. 427-438 [doi]
• Solution to Data Imbalance Problem in Application Layer Anomaly Detection SystemsRafal Kozik, Michal Choras. 441-450 [doi]
• Ordinal Evolutionary Artificial Neural Networks for Solving an Imbalanced Liver Transplantation ProblemManuel Dorado-Moreno, María Pérez-Ortiz, María Dolores Ayllón-Terán, Pedro Antonio Gutiérrez, César Hervás-Martínez. 451-462 [doi]
• A Fuzzy-Based Approach for the Multilevel Component Selection ProblemAndreea Vescan, Camelia Serban. 463-474 [doi]
• A Clustering-Based Method for Team Formation in Learning EnvironmentsMarta Guijarro-Mata-García, María Guijarro, Rubén Fuentes-Fernández. 475-486 [doi]
• R Ultimate Multilabel Dataset RepositoryFrancisco Charte, David Charte, Antonio J. Rivera, María José del Jesús, Francisco Herrera. 487-499 [doi]
• On the Impact of Dataset Complexity and Sampling Strategy in Multilabel Classifiers PerformanceFrancisco Charte, Antonio J. Rivera, María José del Jesús, Francisco Herrera. 500-511 [doi]
• Managing Monotonicity in Classification by a Pruned AdaBoostSergio González, Francisco Herrera, Salvador García. 512-523 [doi]
• Model Selection for Financial Distress Prediction by Aggregating TOPSIS and PROMETHEE RankingsVicente García, Ana Isabel Marqués, L. Cleofas-Sánchez, José Salvador Sánchez. 524-535 [doi]
• Combining k-Nearest Neighbor and Centroid Neighbor Classifier for Fast and Robust ClassificationWieslaw Chmielnicki. 536-548 [doi]
• A First Study on the Use of Boosting for Class Noise ReparationPablo Morales Álvarez, Julián Luengo, Francisco Herrera. 549-559 [doi]
• Ensemble of HOSVD Generated Tensor Subspace Classifiers with Optimal Tensor Flattening DirectionsBoguslaw Cyganek, Michal Wozniak, Dariusz Jankowski. 560-571 [doi]
• Evaluation of Decision Trees Algorithms for Position Reconstruction in Argon Dark Matter ExperimentMiguel Cárdenas Montes, Bárbara Montes, Roberto Santorelli, Luciano Romero. 575-587 [doi]
• A Preliminary Study of the Suitability of Deep Learning to Improve LiDAR-Derived Biomass EstimationJorge García-Gutiérrez, Eduardo González-Ferreiro, Daniel Mateos-García, José Cristóbal Riquelme Santos. 588-596 [doi]
• Fisher Score-Based Feature Selection for Ordinal Classification: A Social Survey on Subjective Well-BeingMaría Pérez-Ortiz, Mercedes Torres-Jiménez, Pedro Antonio Gutiérrez, Javier Sánchez-Monedero, César Hervás-Martínez. 597-608 [doi]
• A Soft Computing Approach to Optimize the Clarification Process in Wastewater TreatmentMarina Corral Bobadilla, Roberto Fernández-Martínez, Ruben Lostado Lorza, Fatima Somovilla Gomez, Eliseo P. Vergara González. 609-620 [doi]
• A Proposed Methodology for Setting the Finite Element Models Based on Healthy Human Intervertebral Lumbar DiscsFatima Somovilla Gomez, Ruben Lostado Lorza, Roberto Fernández-Martínez, Marina Corral Bobadilla, Rubén Escribano-García. 621-633 [doi]
• Passivity Based Control of Cyber Physical Systems Under Zero-Dynamics AttackFawad Hassan, Naeem Iqbal, Francisco Martínez-Álvarez, Khawaja M. Asim. 634-646 [doi]
• The Multivariate Entropy Triangle and ApplicationsFrancisco José Valverde Albacete, Carmen Peláez-Moreno. 647-658 [doi]
• Motivational Engine with Sub-goal Identification in Neuroevolution Based Cognitive RoboticsRodrigo Salgado, Abraham Prieto, Pilar Caamaño, Francisco Bellas, Richard J. Duro. 659-670 [doi]
• TRIQ: A Comprehensive Evaluation Measure for Triclustering AlgorithmsDavid Gutiérrez-Avilés, Cristina Rubio-Escudero. 673-684 [doi]
• Biclustering of Gene Expression Data Based on SimUI Semantic Similarity MeasureJuan A. Nepomuceno, Alicia Troncoso, Isabel A. Nepomuceno-Chamorro, Jesús S. Aguilar-Ruiz. 685-693 [doi]
• Discovery of Genes Implied in Cancer by Genetic Algorithms and Association RulesAlejandro Sánchez Medina, Alberto Gil Pichardo, Jose Manuel García-Heredia, Maria Martínez-Ballesteros. 694-705 [doi]
• Extending Probabilistic Encoding for Discovering Biclusters in Gene Expression DataFrancisco Javier Gil-Cumbreras, Raúl Giráldez, Jesús S. Aguilar-Ruiz. 706-717 [doi]
• A Hybrid Approach to Closeness in the Framework of Order of Magnitude Qualitative ReasoningAlfredo Burrieza, Emilio Muñoz-Velasco, Manuel Ojeda-Aciego. 721-729 [doi]
• Hybrid Algorithm for Floor Detection Using GSM Signals in Indoor Localisation TaskMarcin Luckner, Rafal Górak. 730-741 [doi]
• Hybrid Optimization Method Applied to Adaptive Splitting and Selection AlgorithmPedro López-García 0002, Michal Wozniak, Enrique Onieva, Asier Perallos. 742-750 [doi]
• Hybrid Intelligent Model for Fault Detection of a Lithium Iron Phosphate Power Cell Used in Electric VehiclesHéctor Quintián, José Luis Casteleiro-Roca, Francisco Javier Perez Castelo, José Luís Calvo-Rolle, Emilio Corchado. 751-762 [doi]