Abstract is missing.
- Generative Adversarial Network with Guided Generator for Non-stationary Noise CancelationKyunghyun Lim, Jin Young Kim, Sung-Bae Cho. 3-12 [doi]
- Fake News Detection by Means of Uncertainty Weighted Causal GraphsEduardo C. Garrido-Merchán, Cristina Puente, Rafael Palacios. 13-24 [doi]
- An Hybrid Registration Method for SLAM with the M8 Quanergy LiDARMarina Aguilar-Moreno, Manuel Graña. 25-35 [doi]
- An Adaptive Neighborhood Retrieval VisualizerDominik Olszewski. 36-48 [doi]
- A Fast SSVEP-Based Brain-Computer InterfaceTania Jorajuría, Marisol Gómez, Carmen Vidaurre. 49-60 [doi]
- Visual Analytics for Production Line Failure DetectionUnai Arrieta, Ander García, Mikel Lorente, Ángel Maleta. 61-72 [doi]
- Missing Data Imputation for Continuous Variables Based on Multivariate Adaptive Regression SplinesFernando Sánchez Lasheras, Paulino José García Nieto, Esperanza García Gonzalo, Francisco Argüeso Gómez, Francisco Javier Iglesias Rodríguez, Ana Suárez Sánchez, Jesús Daniel Santos Rodríguez, María Luisa Sánchez Rodríguez, Joaquín González-Nuevo, Laura Bonavera, Luigi Toffolatti, Susana del Carmen Fernández Menéndez, Francisco Javier de Cos Juez. 73-85 [doi]
- Clustering and Regression to Impute Missing Values of Robot PerformanceÁngel Arroyo, Nuño Basurto, Carlos Cambra, Álvaro Herrero. 86-94 [doi]
- A Simple Classification Ensemble for ADL and FallsEnrique A. de la Cal, Mirko Fáñez, Mario Villar, José Ramón Villar, Víctor M. González Suárez. 95-106 [doi]
- Joint Entity Summary and Attribute Embeddings for Entity Alignment Between Knowledge GraphsRumana Ferdous Munne, Ryutaro Ichise. 107-119 [doi]
- Employing Decision Templates to Imbalanced Data ClassificationSzymon Wojciechowski, Michal Wozniak 0001. 120-131 [doi]
- Comparison of Labeling Methods for Behavioral Activity Classification Based on Gaze EthogramsJavier de Lope, Manuel Graña. 132-144 [doi]
- PBIL for Optimizing Hyperparameters of Convolutional Neural Networks and STL DecompositionRoberto A. Vasco-Carofilis, Miguel A. Gutiérrez-Naranjo, Miguel Cárdenas Montes. 147-159 [doi]
- An Evolutionary Approach to Automatic Keyword Selection for Twitter Data AnalysisOduwa Edo-Osagie, Beatriz de la Iglesia, Iain Lake, Obaghe Edeghere. 160-171 [doi]
- PreCLAS: An Evolutionary Tool for Unsupervised Feature SelectionJessica Andrea Carballido, Ignacio Ponzoni, Rocío L. Cecchini. 172-182 [doi]
- RADSSo: An Automated Tool for the multi-CASH Machine Learning ProblemNoemí DeCastro-García, Ángel Luis Muñoz Castañeda, Mario Fernández-Rodríguez. 183-194 [doi]
- A Metaheuristic Algorithm to Face the Graph Coloring ProblemAngelica Guzman Ponce, José Raymundo Marcial-Romero, Rosa Maria Valdovinos, Roberto Alejo, E. E. Granda Gutiérrez. 195-208 [doi]
- Tardiness Minimisation for Job Shop Scheduling with Interval UncertaintyHernán Díaz, Juan José Palacios, Irene Díaz, Camino R. Vela, Inés González Rodríguez. 209-220 [doi]
- Modified Grid Searches for Hyper-Parameter OptimizationDavid López, Carlos M. Alaíz, José R. Dorronsoro. 221-232 [doi]
- Supervised Hyperparameter Estimation for Anomaly DetectionJuan Bella, Ángela Fernández 0001, José R. Dorronsoro. 233-244 [doi]
- Using the Variational-Quantum-Eigensolver (VQE) to Create an Intelligent Social Workers Schedule Problem SolverAtchade Parfait Adelomou, Elisabet Golobardes-Ribé, Xavier Vilasís-Cardona. 245-260 [doi]
- Fully Fuzzy Multi-objective Berth Allocation ProblemBoris Pérez-Cañedo, José Luis Verdegay Galdeano, Alejandro Rosete, Eduardo R. Concepción Morales. 261-272 [doi]
- Analysis of the Genetic Algorithm Operators for the Node Location Problem in Local Positioning SystemsRubén Ferrero-Guillén, Javier Díez-González, Rubén Álvarez, Hilde Pérez. 273-283 [doi]
- Optimization of Learning Strategies for ARTM-Based Topic ModelsMaria Khodorchenko, Sergey Teryoshkin, Timur Sokhin, Nikolay Butakov. 284-296 [doi]
- A Cluster-Based Under-Sampling Algorithm for Class-Imbalanced DataA. Guzmán-Ponce, Rosa Maria Valdovinos, J. Salvador Sánchez 0001. 299-311 [doi]
- Comparing Knowledge-Based Reinforcement Learning to Neural Networks in a Strategy GameLiudmyla Nechepurenko, Viktor Voss, Vyacheslav Gritsenko. 312-328 [doi]
- Clustering Techniques Performance Analysis for a Solar Thermal Collector Hybrid Model ImplementationMaría Teresa García-Ordás, Héctor Alaiz-Moretón, José Luís Casteleiro-Roca, Esteban Jove, José Alberto Benítez-Andrades, Carmen Benavides-Cuellar, Héctor Quintián, José Luís Calvo-Rolle. 329-340 [doi]
- A Hybrid One-Class Topology for Non-convex SetsEsteban Jove, José Luís Casteleiro-Roca, Héctor Quintián, Francisco Zayas-Gato, Roberto Casado-Vara, Bruno Baruque, Juan Albino Méndez Pérez, José Luís Calvo-Rolle. 341-349 [doi]
- A Machine Consciousness Architecture Based on Deep Learning and Gaussian ProcessesEduardo C. Garrido-Merchán, Martin Molina. 350-361 [doi]
- Some Experiments on the Influence of Problem Hardness in Morphological Development Based Learning of Neural ControllersM. Naya-Varela, Andrés Faiña, Richard J. Duro. 362-373 [doi]
- Importance Weighted Adversarial Variational BayesMarta Gómez-Sancho, Daniel Hernández-Lobato. 374-386 [doi]
- Global and Saturated Probabilistic Approximations Based on Generalized Maximal Consistent BlocksPatrick G. Clark, Jerzy W. Grzymala-Busse, Zdzislaw S. Hippe, Teresa Mroczek, Rafal Niemiec. 387-396 [doi]
- Evaluation of Error Metrics for Meta-learning Label Definition in the Forecasting TaskMoisés Rocha dos Santos, Leandro Resende Mundim, André C. P. L. F. de Carvalho. 397-409 [doi]
- Averaging-Based Ensemble Methods for the Partial Label Ranking ProblemJuan Carlos Alfaro, Juan A. Aledo, José A. Gámez 0001. 410-423 [doi]
- Agglomerative Constrained Clustering Through Similarity and Distance RecalculationGermán González-Almagro, Juan-Luis Suárez, Julián Luengo, José Ramón Cano, Salvador García. 424-436 [doi]
- Multi-expert Methods Evaluation on Financial and Economic Data: Introducing Bag of ExpertsAna Cristina Umaquinga-Criollo, J. D. Tamayo-Quintero, María N. Moreno García, Jaime Riascos, Diego Hernán Peluffo-Ordóñez. 437-449 [doi]
- The Borda Count as a Tool for Reducing the Influence of the Distance Function on kmeansNoelia Rico, Raúl Pérez-Fernández, Irene Díaz. 450-461 [doi]
- Opinion Mining System for Twitter Sentiment AnalysisPâmella A. Aquino, Vivian F. López Batista, María N. Moreno, María Dolores Muñoz Vicente, Sara Rodríguez. 465-476 [doi]
- An Expert System for Building Energy Management Through the Web of ThingsDaniel Ibaseta, Julio Molleda, Martín Álvarez, Fidel Díez. 477-485 [doi]
- Simulating Users in a Social Media Platform Using Multi-agent SystemsDaniel Pérez, Estefania Argente. 486-498 [doi]
- First Steps Towards State Representation Learning for Cognitive RoboticsBlaz Meden, Abraham Prieto, Peter Peer, Francisco Bellas. 499-510 [doi]
- Hybridized White Learning in Cloud-Based Picture Archiving and Communication System for Predictability and InterpretabilityAntonio J. Tallón-Ballesteros, Simon Fong, Tengyue Li, Liansheng Liu, Thomas Hanne, Weiwei Lin. 511-521 [doi]
- A New Forecasting Algorithm Based on Neighbors for Streaming Electricity Time SeriesP. Jiménez-Herrera, L. Melgar-García, Gualberto Asencio Cortés, Alicia Troncoso. 522-533 [doi]
- Effective Bin Picking Approach by Combining Deep Learning and Point Cloud Processing TechniquesAlberto Tellaeche Iglesias, Iker Pastor-López, Borja Sanz-Urquijo, Pablo García Bringas. 534-545 [doi]
- Forecasting Security Alerts Based on Time SeriesPatrik Pekarcík, Andrej Gajdos, Pavol Sokol. 546-557 [doi]
- A Real Time Vision System Based on Deep Learning for Gesture Based Human Machine InteractionAlberto Tellaeche Iglesias, Iker Pastor-López, Borja Sanz-Urquijo, Pablo García Bringas. 561-572 [doi]
- Tourists Movement Analysis Based on Entropies of Markov ProcessNaohiro Ishii, Kazuya Odagiri, Hidekazu Iwamoto, Satoshi Takahashi, Kazunori Iwata 0001, Tokuro Matsuo. 573-584 [doi]
- Clustering Imputation for Air Pollution DataWedad Alahamade, Iain Lake, Claire E. Reeves, Beatriz de la Iglesia. 585-597 [doi]
- Identifying and Counting Vehicles in Multiple Lanes by Using a Low-Cost Vehicle-Mounted Sensor for Intelligent Traffic Management SystemsElnaz Namazi, Jingyue Li, Rudolf Mester, Chaoru Lu. 598-611 [doi]
- Minimizing Attributes for Prediction of Cardiovascular DiseasesRoberto Porto Solano, José M. Molina López. 612-619 [doi]
- A Neural Approach to Ordinal Regression for the Preventive Assessment of Developmental DyslexiaFrancisco Jesús Martínez-Murcia, Andrés Ortiz, Marco A. Formoso, Miguel Lopez-Zamora, Juan Luis Luque, Almudena Giménez. 620-630 [doi]
- Fall Detection Based on Local Peaks and Machine LearningJosé Ramón Villar, Mario Villar, Mirko Fáñez, Enrique A. de la Cal, Javier Sedano. 631-643 [doi]
- Neural Networks for Background Rejection in DEAP-3600 DetectorIñaki Rodríguez-García, Vicente Pesudo, Roberto Santorelli, Miguel Cárdenas Montes. 644-654 [doi]
- Dyslexia Detection from EEG Signals Using SSA Component Correlation and Convolutional Neural NetworksAndrés Ortiz, Francisco Jesús Martínez-Murcia, Marco A. Formoso, Juan Luis Luque, Auxiliadora Sánchez. 655-664 [doi]
- Local Binary Pattern Features to Detect Anomalies in Machined WorkpieceLidia Sánchez-González, Virginia Riego, Manuel Castejón Limas, Laura Fernández-Robles. 665-673 [doi]
- Early Fully-Convolutional Approach to Wavefront Imaging on Solar Adaptive Optics SimulationsFrancisco García Riesgo, Sergio Luis Suárez Gómez, Jesús Daniel Santos Rodríguez, Carlos González-Gutiérrez, Enrique Díez Alonso, Francisco Javier Iglesias Rodríguez, Pedro Riesgo Fernández, Laura Bonavera, Susana del Carmen Fernández Menéndez, Francisco Javier de Cos Juez. 674-685 [doi]
- Modeling a Specific Commercial Single Proton Exchange Membrane Fuel CellJosé Manuel López-Guede, Julián Estévez, Manuel Graña. 686-697 [doi]
- Deep Learning for House Categorisation, a Proposal Towards Automation in Land RegistryDavid García-Retuerta, Roberto Casado-Vara, José Luís Calvo-Rolle, Héctor Quintián, Javier Prieto. 698-705 [doi]
- On the Identification of Critical Questions in the PISA for Schools ProgramNoelia Rico, Pedro Alonso 0001, Laura Muñiz-Rodríguez, Raúl Pérez-Fernández, Luis J. Rodríguez-Muñiz, Irene Díaz. 706-717 [doi]
- Exploratory Analysis of Radiomics Features on a Head and Neck Cancer Public DatasetOier Echaniz, Carlos M. Chiesa-Estomba, Manuel Graña. 718-728 [doi]
- Stroke Rehabilitation: Detection of Finger MovementsDiego Aranda-Orna, José Ramón Villar, Javier Sedano. 729-738 [doi]
- A Hybrid Bio-inspired Clustering Approach for Diagnosing Children with Primary Headache DisorderSvetlana Simic, Sladana Sakac, Zorana Bankovic, José Ramón Villar, Svetislav D. Simic, Dragan Simic. 739-750 [doi]
- Artificial Neural Networks for Tours of Multiple AsteroidsGiulia Viavattene, Matteo Ceriotti. 751-762 [doi]
- Deep Learning for Scene Recognition from Visual Data: A SurveyAlina Matei, Andreea Glavan, Estefanía Talavera. 763-773 [doi]
- Cost-Efficiency of Convolutional Neural Networks for High-Dimensional EEG ClassificationJavier León, Andrés Ortiz, Miguel Damas, Jesús González 0001, Julio Ortega. 774-785 [doi]