Table of Contents

• Advanced Oversampling for Improved Detection of Software Anomalies in a RobotNuño Basurto, Michal Wozniak 0001, Carlos Cambra, Álvaro Herrero. 3-12 [doi]
• A Preliminary Study for Automatic Activity Labelling on an Elder People ADL DatasetEnrique A. de la Cal, Mirko Fáñez, Alvaro DaSilva, José Ramón Villar, Javier Sedano, Víctor M. González Suárez. 13-21 [doi]
• How Noisy and Missing Context Influences Predictions in a Practical Context-Aware Data Mining SystemAnca Avram, Oliviu Matei, Camelia-Mihaela Pintea, Petrica C. Pop, Carmen Ana Anton. 22-32 [doi]
• Small-Wind Turbine Power Generation Prediction from Atmospheric Variables Based on Intelligent TechniquesBruno Baruque, Esteban Jove, Santiago Porras, José Luís Calvo-Rolle. 33-43 [doi]
• Supported Decision-Making by Explainable Predictions of Ship TrajectoriesNadia Burkart, Marco F. Huber, Mathias Anneken. 44-54 [doi]
• A Natural Language Processing Approach to Represent Maps from Their Description in Natural LanguageSilvia Barbero, David Griol, Zoraida Callejas. 55-64 [doi]
• A Novel Formulation for the Energy Storage Scheduling Problem in Solar Self-consumption SystemsIcíar Lloréns, Ricardo Alonso, Sergio Gil-Lopez, Sandra Riaño, Javier Del Ser. 67-78 [doi]
• A Behavioural Study of the Crossover Operator in Diploid Genetic AlgorithmsAdrian Petrovan, Oliviu Matei, Rudolf Erdei. 79-88 [doi]
• Parallel Differential Evolution with Variable Population Size for Global OptimizationIztok Fister 0001, Andrés Iglesias 0001, Akemi Gálvez, Dusan Fister, Iztok Fister Jr.. 89-99 [doi]
• A Preliminary Many Objective Approach for Extracting Fuzzy Emerging PatternsÁngel Miguel García-Vico, Cristóbal José Carmona, Pedro González 0001, María José del Jesus. 100-110 [doi]
• A Smart Crutch Tip for Monitoring the Activities of Daily Living Based on a Novel Neural-Network Intelligent ClassifierAsier Brull, Asier Zubizarreta, Itziar Cabanes, Jon Torres-Unda, Ana Rodriguez-Larrad. 113-122 [doi]
• Hourly Air Quality Index (AQI) Forecasting Using Machine Learning MethodsJosé Antonio Moscoso López, Daniel Urda, Javier González-Enrique, Juan Jesús Ruiz-Aguilar, Ignacio J. Turias. 123-132 [doi]
• Interpretable Deep Learning with Hybrid Autoencoders to Predict Electric Energy ConsumptionJin Young Kim, Sung-Bae Cho. 133-143 [doi]
• On the Performance of Deep Learning Models for Time Series Classification in StreamingPedro Lara-Benítez, Manuel Carranza-García, Francisco Martínez-Álvarez, José C. Riquelme. 144-154 [doi]
• An Approach to Forecasting and Filtering Noise in Dynamic Systems Using LSTM ArchitecturesJuan Pedro Llerena, Jesús García 0001, José Manuel Molina. 155-165 [doi]
• Novel Approach for Person Detection Based on Image Segmentation Neural NetworkDominik Stursa, Bruno Baruque Zanon, Petr Dolezel. 166-175 [doi]
• An Adaptive Cognitive Model to Integrate Machine Learning and Visual Streaming DataEsteban García-Cuesta, José Manuel López López, Daniel Gómez-Vergel, Javier Huertas-Tato. 176-185 [doi]
• Smart Song Equalization Based on the Classification of Musical GenresJesus Iriz, Miguel A. Patricio, José Manuel Molina, Antonio Berlanga. 186-195 [doi]
• Machine Learning in Classification of the Wax Structure of Breathing Openings on Leaves Affected by Air PollutionAles Procházka, Martina Mudrová, Pavel Cejnar, Jan Mares. 199-206 [doi]
• Software Sensors for the Monitoring of BioprocessesPavel Hrncirik. 207-215 [doi]
• RGB Images Driven Recognition of Grapevine VarietiesPavel Skrabánek, Petr Dolezel, Radomil Matousek, Petr Junek. 216-225 [doi]
• Discovering Spatio-Temporal Patterns in Precision Agriculture Based on TriclusteringLaura Melgar-García, Maria Teresa Godinho, Rita Espada, David Gutiérrez-Avilés, Isabel Sofia Brito, Francisco Martínez-Álvarez, Alicia Troncoso, Cristina Rubio-Escudero. 226-236 [doi]
• Counting Livestock with Image Segmentation Neural NetworkPetr Dolezel, Dominik Stursa, Daniel Honc, Jan Merta, Veronika Rozsivalova, Ladislav Beran, Ivo Hora. 237-244 [doi]
• Smart, Precision or Digital Agriculture and Farming - Current State of TechnologyDaniel Honc, Jan Merta. 245-254 [doi]
• An Automated Platform for Microrobot ManipulationJan Vrba, Charlie Maslen, Ivan Rehor, Jan Mares. 255-265 [doi]
• Growth Models of Female Dairy CattleJaroslav Marek, Alena Pozdílková, Libor Kupka. 266-275 [doi]
• A Preliminary Study on Crop Classification with Unsupervised Algorithms for Time Series on Images with Olive Trees and Cereal CropsAntonio Jesús Rivera, María Dolores Pérez-Godoy, David Elizondo, Lipika Deka, María José del Jesus. 276-285 [doi]
• Blocks of Jobs for Solving Two-Machine Flow Shop Problem with Normal Distributed Processing TimesWojciech Bozejko, Pawel Rajba, Mieczyslaw Wodecki. 289-298 [doi]
• Soft Computing Analysis of Pressure Decay Leak Test DetectionAnder García, Juan Luis Ferrando, Ander Arbelaiz, Xabier Oregui, Andoni Bilbao, Zelmar Etxegoien. 299-308 [doi]
• Fuzzy FMEA Application to Risk Assessment of Quality Control ProcessDagmara Lapczynska, Anna Burduk. 309-319 [doi]
• Similarity of Parts Determined by Semantic Networks as the Basis for Manufacturing Cost EstimationGrzegorz Cwikla, Krzysztof Banczyk. 320-330 [doi]
• A Simulated Annealing Based Method for Sequencing Problem in Mixed Model Assembly LinesDamian Krenczyk, Karol Dziki. 331-341 [doi]
• The Concept of Genetic Algorithm Application for Scheduling Operations with Multi-resource RequirementsIwona Paprocka, Krzysztof Kalinowski, Barbara Balon. 342-351 [doi]
• Comparative Analysis of Clustering Techniques for a Hybrid Model ImplementationMaría Teresa García-Ordás, Héctor Alaiz-Moretón, José Luís Casteleiro-Roca, Esteban Jove, José Alberto Benítez-Andrades, Isaías García-Rodríguez, Héctor Quintián, José Luís Calvo-Rolle. 355-365 [doi]
• Data Balancing to Improve Prediction of Project Success in the Telecom SectorNuño Basurto, Alfredo Jiménez, Secil Bayraktar, Álvaro Herrero. 366-373 [doi]
• Demand Control Ventilation Strategy by Tracing the Radon Concentration in Smart BuildingsRoberto Casado-Vara, David García-Retuerta, Álvaro Bartolomé, Esteban Jove, José Luís Calvo-Rolle, Ángel Martín del Rey, Juan M. Corchado. 374-382 [doi]
• Implementation of a Statistical Dialogue Manager for Commercial Conversational SystemsPablo Cañas, David Griol. 383-393 [doi]
• Wind Turbine Pitch Control with an RBF Neural NetworkJesús Enrique Sierra-García, Matilde Santos. 397-406 [doi]
• MIMO Neural Models for a Twin-Rotor Platform: Comparison Between Mathematical Simulations and Real ExperimentsKerman Viana, Mikel Larrea, Eloy Irigoyen, Mikel Diez, Asier Zubizarreta. 407-417 [doi]
• Fuzzy-Logic Based Identification of Conventional Two-Lane RoadsFelipe Barreno, Matilde Santos, Manuel G. Romana. 418-428 [doi]
• Swarm Modelling Considering Autonomous Vehicles for Traffic Jam Assist SimulationJavier Echeto, Manuel G. Romana, Matilde Santos. 429-438 [doi]
• Exploring Datasets to Solve Partial Differential Equations with TensorFlowOscar G. Borzdynski, Florentino Borondo, Jezabel Curbelo. 441-450 [doi]
• Modeling Double Concentric Jets Using Linear and Non-linear ApproachesJuan A. Martín, Adrián Corrochano, Javier Sierra, David Fabre, Soledad Le Clainche. 451-459 [doi]
• Unsupervised Data Analysis of Direct Numerical Simulation of a Turbulent Flame via Local Principal Component Analysis and Procustes AnalysisGiuseppe D'Alessio, Antonio Attili, Alberto Cuoci, Heinz Pitsch, Alessandro Parente. 460-469 [doi]
• HODMD Analysis in a Forced Flow over a Backward-Facing Step by Harmonic PerturbationsJosé Miguel Pérez, Soledad Le Clainche, José Manuel Vega. 470-479 [doi]
• An Application of Variational Mode Decomposition in Simulated Flight Test DataCarlos Mendez. 480-489 [doi]
• Following Vortices in Turbulent Channel FlowsJose J. Aguilar-Fuertes, Francisco Noguero-Rodríguez, José C. Jaen-Ruiz, Luis M. García-Raffi, Sergio Hoyas. 490-496 [doi]
• Stable Performance Under Sensor Failure of Local Positioning SystemsJavier Díez-González, Rubén Álvarez, Paula Verde, Rubén Ferrero-Guillén, David González-Bárcena, Hilde Pérez. 499-508 [doi]
• Solving the Two-Stage Supply Chain Network Design Problem with Risk-Pooling and Lead Times by an Efficient Genetic AlgorithmOvidiu Cosma, Petrica C. Pop, Cosmin Sabo. 509-519 [doi]
• Genetic Algorithm Optimization of Lift Distribution in Subsonic Low-Range DesignsRubén Ferrero-Guillén, Rubén Álvarez, Javier Díez-González, Álvaro Sánchez-Fernández, Hilde Pérez. 520-529 [doi]
• Hybrid Genetic Algorithms and Tour Construction and Improvement Algorithms Used for Optimizing the Traveling Salesman ProblemVladimir Ilin, Dragan Simic, Svetislav D. Simic, Svetlana Simic. 530-539 [doi]
• Segmentation Optimization in Trajectory-Based Ship ClassificationDaniel Amigo Herrero, David Sánchez Pedroche, Jesús García 0001, José Manuel Molina. 540-549 [doi]
• Bio-Inspired System for MRP Production and Delivery Planning in Automotive IndustryDragan Simic, Vasa Svircevic, José Luís Calvo-Rolle, Vladimir Ilin, Svetislav D. Simic, Svetlana Simic. 550-559 [doi]
• Time Series Data Augmentation and Dropout Roles in Deep Learning Applied to Fall DetectionEnol García González, José Ramón Villar, Enrique A. de la Cal. 563-570 [doi]
• A Comparison of Multivariate Time Series Clustering MethodsIago Vázquez, José Ramón Villar, Javier Sedano, Svetlana Simic. 571-579 [doi]
• Synthesized A* Multi-robot Path Planning in an Indoor Smart Lab Using Distributed Cloud ComputingMorteza Kiadi, José Ramón Villar, Qing Tan. 580-589 [doi]
• Towards Fog-Based HiTLCPS for Human Robot Interactions in Smart Lab: Use Cases and Architecture OverviewBehzad Karim, Qing Tan, Juan Carlos Alvarez. 590-599 [doi]
• Neural Models to Predict Irrigation Needs of a Potato PlantationMercedes Yartu, Carlos Cambra, Milagros Navarro, Carlos Rad, Ángel Arroyo, Álvaro Herrero. 600-613 [doi]
• Mathematical Modelling for Performance Evaluation Using Velocity Control for Semi-autonomous VehicleKhayyam Masood, Matteo Zoppi, Rezia Molfino. 617-626 [doi]
• A Relative Positioning Development for an Autonomous Mobile Robot with a Linear Regression TechniqueDaniel Teso-Fz-Betoño, Ekaitz Zulueta, Ander Sánchez-Chica, Unai Fernandez-Gamiz, Irantzu Uriarte, José Manuel López-Guede. 627-635 [doi]
• Generating 2.5D Photorealistic Synthetic Datasets for Training Machine Vision AlgorithmsGeorgia Peleka, Ioannis Mariolis, Dimitrios Tzovaras. 636-646 [doi]
• Control of Industrial AGV Based on Reinforcement LearningJesús Enrique Sierra-García, Matilde Santos. 647-656 [doi]
• Shared Control Framework and Application for European Research ProjectsMauricio Marcano, Sergio E. Diaz, Myriam Vaca, Joshué Pérez, Eloy Irigoyen. 657-666 [doi]
• A First Approach to Path Planning Coverage with Multi-UAVsAlfredo Pintado, Matilde Santos. 667-677 [doi]
• Copper Price Time Series Forecasting by Means of Generalized Regression Neural Networks with Optimized Predictor VariablesGregorio Fidalgo Valverde, Alicja Krzemien, Pedro Riesgo Fernández, Francisco Javier Iglesias Rodríguez, Ana Suárez Sánchez. 681-690 [doi]
• A Multivariate Approach to Time Series Forecasting of Copper Prices with the Help of Multiple Imputation by Chained Equations and Multivariate Adaptive Regression SplinesFernando Sánchez Lasheras, Javier Gracia Rodríguez, Paulino José García Nieto, Esperanza García Gonzalo, Gregorio Fidalgo Valverde. 691-701 [doi]
• Time Series Analysis for the COMEX Copper Spot Price by Using Support Vector RegressionEsperanza García Gonzalo, Paulino José García Nieto, Javier Gracia Rodríguez, Fernando Sánchez Lasheras, Gregorio Fidalgo Valverde. 702-708 [doi]
• Uncertainty Propagation Using Hybrid MethodsJuan Félix San-Juan, Montserrat San-Martín, Iván Pérez, Rosario María López, Edna Segura, Hans Carrillo. 709-717 [doi]
• Multidimensional Measurement of Virtual Human Bodies Acquired with Depth SensorsAndrés Fuster Guilló, Jorge Azorín López, Juan Miguel Castillo Zaragoza, Cayetano Manchón-Pernis, Luis Fernando Pérez Pérez, Ana Zaragoza-Martí. 721-730 [doi]
• Event-Based Conceptual Architecture for the Management of Cyber-Physical Systems Tasks in Real TimeHenry Duque Gómez, José García Rodríguez, Jorge Azorín López. 731-740 [doi]
• A Preliminary Study on Deep Transfer Learning Applied to Image Classification for Small DatasetsMiguel Ángel Molina, Gualberto Asencio Cortés, José C. Riquelme, Francisco Martínez-Álvarez. 741-750 [doi]
• Burr Detection Using Image Processing in Milling WorkpiecesVirginia RiegoDdel Castillo, Lidia Sánchez-González, Laura Fernández-Robles, Manuel Castejón Limas. 751-759 [doi]
• A Deep Learning Architecture for Recognizing Abnormal Activities of Groups Using Context and Motion InformationLuis Felipe Borja-Borja, Jorge Azorín López, Marcelo Saval-Calvo. 760-769 [doi]
• Implementation of a Low-Cost Rain Gauge with Arduino and ThingspeakByron Guerrero Rodríguez, Jaime Salvador-Meneses, José García Rodríguez. 770-779 [doi]
• Functional Networks for Image Segmentation of Cutaneous Lesions with Rational CurvesAkemi Gálvez, Iztok Fister 0001, Iztok Fister Jr., Andrés Iglesias 0001. 780-789 [doi]
• Manufacturing Description Language for Process Control in Industry 4.0Mauricio-Andrés Zamora-Hernández, Jose Andrez Chaves Ceciliano, Alonso Villalobos Granados, John Alejandro Castro-Vargas, Josí García Rodríguez, Jorge Azorín López. 790-799 [doi]
• ToolSet: A Real-Synthetic Manufacturing Tools and Accessories DatasetMauricio-Andrés Zamora-Hernández, John Alejandro Castro-Vargas, Jorge Azorín López, José García Rodríguez. 800-809 [doi]
• Robust 3D Object Detection from LiDAR Point Cloud Data with Spatial Information AggregationNerea Aranjuelo, Guus Engels, Luis Unzueta, Ignacio Arganda-Carreras, Marcos Nieto, Oihana Otaegui. 813-823 [doi]
• A Comparison of Registration Methods for SLAM with the M8 Quanergy LiDARMarina Aguilar-Moreno, Manuel Graña. 824-834 [doi]
• An Application of Laser Measurement to On-Line Metal Strip Flatness MeasurementMarcos Alonso, Alberto Izaguirre, Imanol Andonegui, Manuel Graña. 835-842 [doi]
• Efficiency of Public Wireless Sensors Applied to Spatial Crowd Monitoring in BuildingsAnna Kaminska-Chuchmala. 843-852 [doi]
• Machine-Learning Techniques Applied to Biomass Estimation Using LiDAR DataLeyre Torre-Tojal, José Manuel López-Guede. 853-861 [doi]
• Active Learning for Road Lane Landmark Inventory with Random Forest in Highly Uncontrolled LiDAR Intensity Based ImageAsier Izquierdo, José Manuel López-Guede. 862-871 [doi]