Table of Contents

• Developing Gene Classifier System for Autism RecognitionTomasz Latkowski, Stanislaw Osowski. 3-14 [doi]
• A Distributed Feature Selection Approach Based on a Complexity MeasureVerónica Bolón-Canedo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos. 15-28 [doi]
• Ensemble Feature Selection for Rankings of FeaturesBorja Seijo-Pardo, Verónica Bolón-Canedo, Iago Porto-Díaz, Amparo Alonso-Betanzos. 29-42 [doi]
• A Medical Case-Based Reasoning Approach Using Image Classification and Text Information for RecommendationSara Nasiri, Johannes Zenkert, Madjid Fathi. 43-55 [doi]
• Non Spontaneous Saccadic Movements Identification in Clinical Electrooculography Using Machine LearningRoberto Becerra-Garcia, Rodolfo García-Bermúdez, Gonzalo Joya Caparrós, Abel Fernández-Higuera, Camilo Velázquez-Rodríguez, Michel Velázquez-Mariño, Franger Cuevas-Beltrán, Francisco García-Lagos, Roberto Rodríguez-Labrada. 56-68 [doi]
• Applying a Hybrid Algorithm to the Segmentation of the Spanish Stock Market Index Time SeriesAntonio Manuel Durán-Rosal, Monica-de la Paz-Marin, Pedro Antonio Gutiérrez, César Hervás-Martínez. 69-79 [doi]
• Nonlinear Ordinal Logistic Regression Using Covariates Obtained by Radial Basis Function Neural Networks ModelsManuel Dorado-Moreno, Pedro Antonio Gutiérrez, Javier Sánchez-Monedero, César Hervás-Martínez. 80-91 [doi]
• Energy Flux Range Classification by Using a Dynamic Window Autoregressive ModelPedro Antonio Gutiérrez, Juan Carlos Fernández, Mária Pérez-Ortiz, Laura Cornejo-Bueno, Enrique Alexandre-Cortizo, Sancho Salcedo-Sanz, César Hervás-Martínez. 92-102 [doi]
• Automatic Eye Blink Detection Using Consumer Web CamerasBeatriz Remeseiro, Alba Fernández, Madalena Lira. 103-114 [doi]
• Insights on the Use of Convolutional Neural Networks for Document Image BinarizationJoan Pastor-Pellicer, Salvador España Boquera, Francisco Zamora-Martínez, M. Zeshan Afzal, María José Castro Bleda. 115-126 [doi]
• A Genetic Algorithms-Based LSSVM Classifier for Fixed-Size Set of Support VectorsDanilo Avilar Silva, Ajalmar Rêgo Rocha Neto. 127-141 [doi]
• Ensemble of Minimal Learning Machines for Pattern ClassificationDiego Parente Paiva Mesquita, João Paulo Pordeus Gomes, Amauri Holanda Souza Junior. 142-152 [doi]
• Extreme Learning Machines for Multiclass Classification: Refining Predictions with Gaussian Mixture ModelsEmil Eirola, Andrey Gritsenko, Anton Akusok, Kaj-Mikael Björk, Yoan Miche, Dusan Sovilj, Rui Nian, Bo He, Amaury Lendasse. 153-164 [doi]
• Modeling the EUR/USD Index Using LS-SVM and Performing Variable SelectionLuis Javier Herrera, Alberto Guillén, Rubén Martínez, Carlos García, Héctor Pomares, Oresti Baños, Ignacio Rojas Ruiz. 165-172 [doi]
• Modeling Retina Adaptation with Multiobjective Parameter FittingPablo Martínez-Cañada, Christian A. Morillas, Samuel F. Romero, Francisco J. Pelayo. 175-184 [doi]
• Stochastic-Based Implementation of Reservoir ComputersMiquel L. Alomar, Vincent Canals, Víctor Martínez-Moll, Josep L. Rosselló. 185-196 [doi]
• FPGA Implementation Comparison Between C-Mantec and Back-Propagation Neural Network AlgorithmsFrancisco Ortega-Zamorano, José M. Jerez, Gustavo Juárez, Leonardo Franco. 197-208 [doi]
• Logic Programming and Artificial Neural Networks in Breast Cancer DetectionJosé Neves, Tiago Guimarães, Sabino Gomes, Henrique Vicente, Mariana Santos, João Neves, José Machado 0001, Paulo Novais. 211-224 [doi]
• An ANFIS-Based Fault Classification Approach in Double-Circuit Transmission Line Using Current SamplesMohammad Amin Jarrahi, Haidar Samet, Hossein Raayatpisheh, Ahmad Jafari, Mohsen Rakhshan. 225-236 [doi]
• Evolutionary Hybrid Configuration Applied to a Polymerization Process ModellingSilvia Curteanu, Elena Niculina Dragoi, Vlad Dafinescu. 237-249 [doi]
• Multi-layer Perceptrons for Voxel-Based Classification of Point Clouds from Natural EnvironmentsVictoria Plaza, José Antonio Gómez-Ruiz, Anthony Mandow, Alfonso García-Cerezo. 250-261 [doi]
• An Improved RBF Neural Network Approach to Nonlinear Curve FittingMichael M. Li, Brijesh Verma. 262-275 [doi]
• QSVM: A Support Vector Machine for Rule ExtractionGuido Bologna, Yoichi Hayashi. 276-289 [doi]
• Multiwindow Fusion for Wearable Activity RecognitionOresti Baños, Juan Manuel Galvez, Miguel Damas, Alberto Guillén, Luis Javier Herrera, Héctor Pomares, Ignacio Rojas Ruiz, Claudia Villalonga, Choong Seon Hong, Sungyoung Lee. 290-297 [doi]
• Ontological Sensor Selection for Wearable Activity RecognitionClaudia Villalonga, Oresti Banos, Héctor Pomares, Ignacio Rojas Ruiz. 298-306 [doi]
• Short-Term Spanish Aggregated Solar Energy ForecastNicolas Perez-Mora, Vincent Canals, Víctor Martínez-Moll. 307-319 [doi]
• Intelligent Presentation Skills Trainer Analyses Body MovementAnh Tuan Nguyen, Wei Chen 0015, Matthias Rauterberg. 320-332 [doi]
• Performing Variable Selection by Multiobjective Criterion: An Application to Mobile PaymentAlberto Guillén, Luis Javier Herrera, Francisco J. Liébana-Cabanillas, Oresti Baños, Ignacio Rojas. 333-340 [doi]
• Aggregation of Partial Rankings - An Approach Based on the Kemeny Ranking ProblemGonzalo Nápoles, Zoumpoulia Dikopoulou, Elpiniki Papageorgiou, Rafael Bello, Koen Vanhoof. 343-355 [doi]
• Existence and Synthesis of Complex Hopfield Type Associative MemoriesGarimella Rama Murthy, Moncef Gabbouj. 356-369 [doi]
• On Acceleration of Incremental Learning in Chaotic Neural NetworkToshinori Deguchi, Toshiki Takahashi, Naohiro Ishii. 370-379 [doi]
• Comparing Optimization Methods, in Continuous Space, for Modelling with a Diffusion ProcessNuria Rico, Maribel García Arenas, Desirée Romero, J. M. Crespo, Pedro A. Castillo, Juan Julián Merelo Guervós. 380-390 [doi]
• Estimating Artificial Neural Networks with Generalized Method MomentsAlexandre Street de Aguiar, João Marco Braga da Cunha. 391-399 [doi]
• An Hybrid Ensemble Method Based on Data Clustering and Weak Learners Reliabilities Estimated Through Neural NetworksMarco Vannucci, Valentina Colla, Silvia Cateni. 400-411 [doi]
• Conventional Prediction vs Beyond Data Range Prediction of Loss Coefficient for Quarter Circle Breakwater Using ANFISArkal Vittal Hegde, Budime Raju. 412-421 [doi]
• Performance Evaluation of Least Squares SVR in Robust Dynamical System IdentificationJosé Daniel A. Santos, César Lincoln C. Mattos, Guilherme A. Barreto. 422-435 [doi]
• On the Generalization of the Uninorm Morphological GradientManuel González Hidalgo, Sebastià Massanet, Arnau Mir, Daniel Ruiz-Aguilera. 436-449 [doi]
• Revisiting Image Vignetting Correction by Constrained Minimization of Log-Intensity EntropyLaura Lopez-Fuentes, Gabriel Oliver, Sebastià Massanet. 450-463 [doi]
• Hybrid Dynamic Learning Systems for RegressionKaushala Dias, Terry Windeatt. 464-476 [doi]
• A Novel Algorithm to Train Multilayer Hardlimit Neural Networks Based on a Mixed Integer Linear Program ModelJosé Barahona da Fonseca. 477-487 [doi]
• On Member Labelling in Social NetworksRafael Corchuelo, Antonia M. Reina Quintero, Patricia Jiménez. 488-499 [doi]
• Deconvolution of X-ray Diffraction Profiles Using Genetic Algorithms and Differential EvolutionSidolina P. Santos, Juan Antonio Gómez Pulido, Florentino Sánchez-Bajo. 503-514 [doi]
• Using ANN in Financial Markets Micro-Structure AnalysisBrayan S. Reyes Daza, Octavio J. Salcedo Parra. 515-523 [doi]
• Cluster Analysis of Finger-to-nose Test for Spinocerebellar Ataxia AssessmentMichel Velázquez-Mariño, Miguel A. Atencia Ruiz, Rodolfo Garcia-Bermudez, Daniel Pupo-Ricardo, Roberto Becerra-Garcia, Luís Velázquez Pérez, Francisco Sandoval. 524-535 [doi]
• Exploiting Neuro-Fuzzy System for Mobility Prediction in Wireless Ad-Hoc NetworksMohamed Elleuch, Heni Kaaniche, Mohamed Ayadi. 536-548 [doi]
• A New Method for an Optimal SOM Size Determination in Neuro-Fuzzy for the Digital Forensics ApplicationsAndrii Shalaginov, Katrin Franke. 549-563 [doi]
• SVRs and Uncertainty Estimates in Wind Energy PredictionJesús Prada, José Ramón Dorronsoro. 564-577 [doi]
• Search for Meaning Through the Study of Co-occurrences in TextsNicolas Bourgeois, Marie Cottrell, Stéphane Lamassé, Madalina Olteanu. 578-591 [doi]
• Evaluation of Fitting Functions for the Saccade Velocity Profile in Electrooculographic RecordsRodolfo Garcia-Bermudez, Camilo Velázquez-Rodríguez, Fernando Rojas Ruiz, Manuel Rodríguez, Roberto Becerra-Garcia, Michel Velázquez-Mariño, José Arteaga-Vera, Luís Velázquez. 592-600 [doi]
• esCam: A Mobile Application to Capture and Enhance Text ImagesJoan Pastor-Pellicer, María José Castro Bleda, J. L. Adelantado-Torres. 601-604 [doi]
• Computer Access and Alternative and Augmentative Communication (AAC) for People with Disabilities: a Multi-Modal Hardware and Software SolutionSalvador Sancha-Ros, Esther García-Garaluz. 605-610 [doi]
• The Shared Control Paradigm for Assistive and Rehabilitation RobotsCristina Urdiales García. 613-616 [doi]