Abstract is missing.
- A Parallel Swarm Library Based on Functional ProgrammingFernando Rubio, Alberto de la Encina, Pablo Rabanal, Ismael Rodríguez. 3-15 [doi]
- A Parallel Island Approach to Multiobjective Feature Selection for Brain-Computer InterfacesJulio Ortega, Dragi Kimovski, John Q. Gan, Andrés Ortiz, Miguel Damas. 16-27 [doi]
- Deep Belief Networks and Multiobjective Feature Selection for BCI with Multiresolution AnalysisJulio Ortega, Andrés Ortiz, Pedro Martín-Smith, John Q. Gan, Jesús González Peñalver. 28-39 [doi]
- IMOGA/SOM: An Intelligent Multi-objective Genetic Algorithm Using Self Organizing MapSubhradip Aon, Ashis Sau, Prasenjit Dey, Tandra Pal. 40-51 [doi]
- Solving Scheduling Problems with Genetic Algorithms Using a Priority Encoding SchemeJosé Luis Subirats, Héctor Mesa, Francisco Ortega-Zamorano, Gustavo Juárez, José M. Jerez, Ignacio Turias, Leonardo Franco. 52-61 [doi]
- Tuning of Clustering Search Based Metaheuristic by Cross-Validated Racing ApproachThiago Henrique Lemos Fonseca, Alexandre César Muniz de Oliveira. 62-72 [doi]
- A Transformation Approach Towards Big Data Multilabel Decision TreesAntonio Jesús Rivera Rivas, Francisco Charte Ojeda, Francisco Javier Pulgar, María José del Jesús. 73-84 [doi]
- Evolutionary Support Vector Regression via Genetic Algorithms: A Dual ApproachShara S. A. Alves, Madson Luiz Dantas Dias, Ajalmar R. da Rocha Neto, Ananda L. Freire. 85-97 [doi]
- Analysis of Electroreception with Temporal Code-Driven StimulationAngel Lareo, Caroline G. Forlim, Reynaldo D. Pinto, Pablo Varona, Francisco B. Rodríguez. 101-111 [doi]
- A Novel Technique to Estimate Biological Parameters in an Epidemiology ProblemAntone dos Santos Benedito, Fernando Luiz Pio dos Santos. 112-122 [doi]
- Breast Cancer Microarray and RNASeq Data Integration Applied to ClassificationDaniel Castillo, Juan Manuel Galvez, Luis Javier Herrera, Ignacio Rojas. 123-131 [doi]
- Deep Learning Using EEG Data in Time and Frequency Domains for Sleep Stage ClassificationMartí Manzano, Alberto Guillén, Ignacio Rojas, Luis Javier Herrera. 132-141 [doi]
- Application of an Eye Tracker Over Facility Layout Problem to Minimize User FatigueJuan García-Saravia, Lorenzo Salas-Morera, Laura García-Hernández, Adoración Antolí Cabrera. 145-156 [doi]
- Active Sensing in Human Activity RecognitionAlfredo Nazábal, Antonio Artés-Rodríguez. 157-166 [doi]
- Searching the Sky for Neural NetworksErich Schikuta, Abdelkader Magdy, Irfan Ul Haq, A. Baith Mohamed, Benedikt Pittl, Werner Mach. 167-178 [doi]
- Non-linear Least Mean Squares Prediction Based on Non-Gaussian MixturesGonzalo Safont, Addisson Salazar, Alberto Rodríguez, Luis Vergara. 181-189 [doi]
- Synchronized Multi-chain Mixture of Independent Component AnalyzersGonzalo Safont, Addisson Salazar, Ahmed Bouziane, Luis Vergara. 190-198 [doi]
- Pooling Spike Neural Network for Acceleration of Global Illumination RenderingJoseph Constantin, André Bigand, Ibtissam Constantin. 199-211 [doi]
- Automatic Recognition of Daily Physical Activities for an Intelligent-Portable Oxygen Concentrator (iPOC)Daniel Sánchez Morillo, Osama Olaby, Miguel Ángel Fernández Granero, Antonio León Jiménez. 212-221 [doi]
- Automatic Detection of Epiretinal Membrane in OCT Images by Means of Local Luminosity PatternsSergio Baamonde, Joaquim de Moura, Jorge Novo, Marcos Ortega. 222-235 [doi]
- An Expert System Based on Using Artificial Neural Network and Region-Based Image Processing to Recognition Substantia Nigra and Atherosclerotic Plaques in B-Images: A Prospective StudyJiri Blahuta, Tomás Soukup, Jiri Martinu. 236-245 [doi]
- Automatic Tool for Optic Disc and Cup Detection on Retinal Fundus ImagesMiguel Ángel Fernández Granero, María Auxiliadora Sarmiento-Vega, Anabel Isabel García, Daniel Sánchez Morillo, Soledad Jiménez, Pedro Alemany, Irene Fondón. 246-256 [doi]
- 2C-SVM Based Radar Detectors in Gaussian and K-Distributed Real InterferenceDavid de la Mata-Moya, María-Pilar Jarabo-Amores, Manuel Rosa-Zurera, Javier Rosado-Sanz, Nerea del-Rey-Maestre. 257-268 [doi]
- Uncertainty Analysis of ANN Based Spectral Analysis Using Monte Carlo MethodJosé Ramón Salinas, Francisco García-Lagos, Javier Díaz de Aguilar, Gonzalo Joya, Francisco Sandoval. 269-280 [doi]
- Using Deep Learning for Image Similarity in Product MatchingMario Rivas-Sánchez, Maria De La Paz Guerrero-Lebrero, Elisa Guerrero Vázquez, Guillermo Bárcena-Gonzalez, Jaime Martel, Pedro L. Galindo. 281-290 [doi]
- Enhanced Similarity Measure for Sparse Subspace Clustering MethodSabra Hechmi, Abir Gallas, Ezzeddine Zagrouba. 291-301 [doi]
- Neural Network-Based Simultaneous Estimation of Actuator and Sensor FaultsMarcin Pazera, Marcin Witczak, Marcin Mrugalski. 305-316 [doi]
- Exploring a Mathematical Model of Gain Control via Lateral Inhibition in the Antennal LobeAaron Montero, Thiago Mosqueiro, Ramón Huerta, Francisco B. Rodríguez. 317-326 [doi]
- Optimal Spherical Separability: Artificial Neural NetworksRama Murthy Garimella, Ganesh Yaparla, Rhishi Pratap Singh. 327-338 [doi]
- Pre-emphasizing Binarized Ensembles to Improve Classification PerformanceLorena Álvarez-Pérez, Anas Ahachad, Aníbal R. Figueiras-Vidal. 339-350 [doi]
- Dynamics of Quaternionic Hopfield Type Neural NetworksRama Murthy Garimella, Anil Rayala. 351-361 [doi]
- Quasi-Newton Learning Methods for Quaternion-Valued Neural NetworksCalin-Adrian Popa. 362-374 [doi]
- Exponential Stability for Delayed Octonion-Valued Recurrent Neural NetworksCalin-Adrian Popa. 375-385 [doi]
- Forward Stagewise Regression on Incomplete DatasetsMarcelo B. A. Veras, Diego P. P. Mesquita, João P. P. Gomes, Amauri H. Souza Júnior, Guilherme A. Barreto. 386-395 [doi]
- Convolutional Neural Networks with the F-transform KernelsVojtech Molek, Irina Perfilieva. 396-407 [doi]
- Class Switching Ensembles for Ordinal RegressionPedro Antonio Gutiérrez, María Pérez-Ortiz, Alberto Suárez. 408-419 [doi]
- Attractor Basin Analysis of the Hopfield Model: The Generalized Quadratic Knapsack ProblemLucas Garcia, Pedro M. Talaván, Javier Yáñez. 420-431 [doi]
- A Systematic Approach for the Application of Restricted Boltzmann Machines in Network Intrusion DetectionArnaldo Gouveia, Miguel Correia. 432-446 [doi]
- Selecting the Coherence Notion in Multi-adjoint Normal Logic ProgrammingMa Eugenia Cornejo, David Lobo, Jesús Medina. 447-457 [doi]
- Gaussian Opposite Maps for Reduced-Set Relevance Vector MachinesLucas Silva de Sousa, Ajalmar Rêgo da Rocha Neto. 458-468 [doi]
- Massive Parallel Self-organizing Map and 2-Opt on GPU to Large Scale TSPWenbao Qiao, Jean-Charles Créput. 471-482 [doi]
- Finding Self-organized Criticality in Collaborative Work via Repository MiningJuan J. Merelo, Pedro A. Castillo, Mario García Valdez. 483-496 [doi]
- Capacity and Retrieval of a Modular Set of Diluted Attractor Networks with Respect to the Global Number of NeuronsMario González, David Dominguez, Ángel Sánchez, Francisco B. Rodríguez. 497-506 [doi]
- Opposite-to-Noise ARTMAP Neural NetworkAlan Matias, Ajalmar R. da Rocha Neto, Atslands Rego da Rocha. 507-519 [doi]
- Accuracy Improvement of Neural Networks Through Self-Organizing-Maps over Training DatasetsDaniel Gutierrez-Galan, Juan Pedro Dominguez-Morales, Ricardo Tapiador-Morales, Antonio Rios-Navarro, Manuel Jesus Domínguez-Morales, Angel Jiménez-Fernandez, Alejandro Linares-Barranco. 520-531 [doi]
- Computing with Biophysical and Hardware-Efficient Neural ModelsKonstantin Selyunin, Ramin M. Hasani, Denise Ratasich, Ezio Bartocci, Radu Grosu. 535-547 [doi]
- A SpiNNaker Application: Design, Implementation and Validation of SCPGsBrayan Cuevas-Arteaga, Juan Pedro Dominguez-Morales, Horacio Rostro-González, Andrés Espinal, Angel Jiménez-Fernandez, Francisco Gomez-Rodriguez, Alejandro Linares-Barranco. 548-559 [doi]
- Smart Hardware Implementation of Spiking Neural NetworksFabio Galán-Prado, Josep L. Rosselló. 560-568 [doi]
- An Extended Algorithm Using Adaptation of Momentum and Learning Rate for Spiking Neurons Emitting Multiple SpikesYuling Luo, Qiang Fu, Junxiu Liu, Jim Harkin, Liam McDaid, Yi Cao. 569-579 [doi]
- Development of Doped Graphene Oxide Resistive Memories for Applications Based on Neuromorphic ComputingMarina Sparvoli, Mauro F. P. Silva, Mario Gazziro. 580-588 [doi]
- Performance Study of Different Metaheuristics for Diabetes DiagnosisFatima Bekaddour, Mohamed Ben Rahmoune, Salim Chikhi, Ahmed Hafaifa. 591-602 [doi]
- Randomized Neural Networks for Recursive System Identification in the Presence of Outliers: A Performance ComparisonCésar Lincoln C. Mattos, Guilherme A. Barreto, Gonzalo Acuña. 603-615 [doi]
- Neural Network Overtopping Predictor Proof of ConceptAlberto Alvarellos, Enrique Peña, Andrés Figuero, José Sande, Juan R. Rabuñal. 616-625 [doi]
- Artificial Neural Networks Based Approaches for the Prediction of Mean Flow Stress in Hot Rolling of SteelMarco Vannucci, Valentina Colla, Vincenzo Iannino. 626-637 [doi]
- State of Health Estimation of Zinc Air Batteries Using Neural NetworksAndre Loechte, Daniel Heming, Klaus T. Kallis, Peter Gloesekoetter. 641-647 [doi]
- Bayesian Optimization of a Hybrid Prediction System for Optimal Wave Energy Estimation ProblemsLaura Cornejo-Bueno, Eduardo C. Garrido-Merchán, Daniel Hernández-Lobato, Sancho Salcedo-Sanz. 648-660 [doi]
- Hybrid Model for Large Scale Forecasting of Power ConsumptionWael Alkhatib, Alaa Alhamoud, Doreen Böhnstedt, Ralf Steinmetz. 661-672 [doi]
- A Coral Reef Optimization Algorithm for Wave Height Time Series Segmentation ProblemsAntonio Manuel Durán-Rosal, David Guijo-Rubio, Pedro Antonio Gutiérrez, Sancho Salcedo-Sanz, César Hervás-Martínez. 673-684 [doi]
- Satellite Based Nowcasting of PV Energy over Peninsular SpainAlejandro Catalina, Alberto Torres-Barrán, José R. Dorronsoro. 685-697 [doi]
- A Study on Feature Selection Methods for Wind Energy PredictionRubén Martín-Vázquez, Ricardo Aler, Inés María Galván. 698-707 [doi]
- Combining Reservoir Computing and Over-Sampling for Ordinal Wind Power Ramp PredictionManuel Dorado-Moreno, Laura Cornejo-Bueno, Pedro Antonio Gutiérrez, Luis Prieto, Sancho Salcedo-Sanz, César Hervás-Martínez. 708-719 [doi]
- Arbitrated Ensemble for Solar Radiation ForecastingVítor Cerqueira, Luís Torgo, Carlos Soares. 720-732 [doi]
- Modeling the Transformation of Olive Tree Biomass into Bioethanol with Reg-CO ^2 RBFNFrancisco Charte Ojeda, Inmaculada Romero, Antonio Jesús Rivera Rivas, Eulogio Castro. 733-744 [doi]
- A Hybrid Neuro-Evolutionary Algorithm for Wind Power Ramp Events DetectionLaura Cornejo-Bueno, Adrián Aybar-Ruíz, Carlos Camacho-Gómez, Luis Prieto, Alberto Barea-Ropero, Sancho Salcedo-Sanz. 745-756 [doi]