International Joint Conference SOCO’18-CISIS’18-ICEUTE’18: San Sebastián, Spain, June 6-8, 2018 Proceedings (Advances in Intelligent Systems and Computing Book 771)

This book includes papers presented at SOCO 2018, CISIS 2018 and ICEUTE 2018, all held in the beautiful and historic city of San Sebastian (Spain), in June 2018. Soft computing represents a collection or set of computational techniques in machine learning, computer science and some engineering disciplines, which investigate, simulate, and analyze highly complex issues and phenomena. After a rigorous peer-review process, the 13th SOCO 2018 International Program Committee selected 41 papers, with a special emphasis on optimization, modeling and control using soft computing techniques and soft computing applications in the field of industrial and environmental enterprises. The aim of the 11th CISIS 2018 conference was to offer a meeting opportunity for academic and industry researchers from the vast areas of computational intelligence, information security, and data mining. The need for intelligent, flexible behaviour by large, complex systems, especially in mission-critical domains, was the catalyst for the overall event. Eight of the papers included in the book were selected by the CISIS 2018 International Program Committee. The International Program Committee of ICEUTE 2018 selected 11 papers for inclusion in these conference proceedings. Front Matter ....Pages i-xxv Front Matter ....Pages 1-1 An Investment Recommender Multi-agent System in Financial Technology (Elena Hernández, Inés Sittón, Sara Rodríguez, Ana B. Gil, Roberto J. García)....Pages 3-10 Using Genetic Algorithms to Optimize the Location of Electric Vehicle Charging Stations (Jaume Jordán, Javier Palanca, Elena del Val, Vicente Julian, Vicente Botti)....Pages 11-20 Case-Based Reasoning and Agent Based Job Offer Recommender System (Alfonso González-Briones, Alberto Rivas, Pablo Chamoso, Roberto Casado-Vara, Juan Manuel Corchado)....Pages 21-33 Front Matter ....Pages 35-35 Retinal Blood Vessel Segmentation by Multi-channel Deep Convolutional Autoencoder (Andrés Ortiz, Javier Ramírez, Ricardo Cruz-Arándiga, María J. García-Tarifa, Francisco J. Martínez-Murcia, Juan M. Górriz)....Pages 37-46 Deep Convolutional Autoencoders vs PCA in a Highly-Unbalanced Parkinson’s Disease Dataset: A DaTSCAN Study (Francisco Jesús Martinez-Murcia, Andres Ortiz, Juan Manuel Gorriz, Javier Ramirez, Diego Castillo-Barnes, Diego Salas-Gonzalez et al.)....Pages 47-56 Steel Tube Cross Section Geometry Measurement by 3D Scanning (Álvaro Segura, Alejandro García-Alonso)....Pages 57-66 How Blockchain Could Improve Fraud Detection in Power Distribution Grid (Roberto Casado-Vara, Javier Prieto, Juan M. Corchado)....Pages 67-76 Front Matter ....Pages 77-77 Enhancing Confusion Entropy as Measure for Evaluating Classifiers (Rosario Delgado, J. David Núñez-González)....Pages 79-89 The Right to Honour on Social Networks: Detection and Classifications of Users (Rebeca Cordero-Gutiérrez, Pablo Chamoso, Alfonso González Briones, Alberto Rivas, Roberto Casado-Vara, Juan Manuel Corchado)....Pages 90-99 Classification Improvement for Parkinson’s Disease Diagnosis Using the Gradient Magnitude in DaTSCAN SPECT Images (Diego Castillo-Barnes, Fermin Segovia, Francisco J. Martinez-Murcia, Diego Salas-Gonzalez, Javier Ramírez, Juan M. Górriz)....Pages 100-109 Experimental Study on Modified Radial-Based Oversampling (Barbara Bobowska, Michał Woźniak)....Pages 110-119 Front Matter ....Pages 121-121 Deep Learning for Big Data Time Series Forecasting Applied to Solar Power (J. F. Torres, A. Troncoso, I. Koprinska, Z. Wang, F. Martínez-Álvarez)....Pages 123-133 Deep Dense Convolutional Networks for Repayment Prediction in Peer-to-Peer Lending (Ji-Yoon Kim, Sung-Bae Cho)....Pages 134-144 A Categorical Clustering of Publishers for Mobile Performance Marketing (Susana Silva, Paulo Cortez, Rui Mendes, Pedro José Pereira, Luís Miguel Matos, Luís Garcia)....Pages 145-154 Spatial Models of Wireless Network Efficiency Prediction by Turning Bands Co-simulation Method (Anna Kamińska-Chuchmała)....Pages 155-164 Front Matter ....Pages 165-165 Neural Visualization for the Analysis of Energy and Water Consumptions in the Automotive Industry (Raquel Redondo, Álvaro Herrero, Emilio Corchado, Javier Sedano)....Pages 167-176 A MAS Architecture for a Project Scheduling Problem with Operation Dependant Setup Times (Daniel Mota, Constantino Martins, João Carneiro, Diogo Martinho, Luís Conceição, Ana Almeida et al.)....Pages 177-186 Collision Detector for Industrial Robot Manipulators (C. H. Rodriguez-Garavito, Alvaro A. Patiño-Forero, G. A. Camacho-Munoz)....Pages 187-196 MASPI: A Multi Agent System for Prediction in Industry 4.0 Environment (Inés Sittón Candanedo, Sara Rodríguez González, Fernando De la Prieta, Angélica González Arrieta)....Pages 197-206 Front Matter ....Pages 207-207 FEA Structural Optimization Based on Metagraphs (Diego Montoya-Zapata, Diego A. Acosta, Oscar Ruiz-Salguero, David Sanchez-Londono)....Pages 209-220 Case-Based Support Vector Optimization for Medical-Imaging Imbalanced Datasets (I. A. Illan, J. Ramirez, J. M. Gorriz, K. Pinker, A. Meyer-Baese)....Pages 221-229 Modeling a Synaesthete System to Generate a Tonal Melody from a Color Distribution (María Navarro-Cáceres, Lucía Martín-Gómez, Inés Sittón-Candanedo, Sara Rodríguez-González, Belén Pérez-Lancho)....Pages 230-240 Minimization of the Number of Employees in Manufacturing Cells (Wojciech Bożejko, Jarosław Pempera, Mieczysław Wodecki)....Pages 241-248 Front Matter ....Pages 249-249 Rationalization of Production Order Execution with Use of the Greedy and Tabu Search Algorithms (Kamil Musiał, Joanna Kochańska, Anna Burduk)....Pages 251-259 Dealing with Capacitated Aisles in Facility Layout: A Simulation Optimization Approach (Hani Pourvaziri, Henri Pierreval)....Pages 260-269 Unlocking Augmented Interactions in Short-Lived Assembly Tasks (Bruno Simões, Hugo Álvarez, Alvaro Segura, Iñigo Barandiaran)....Pages 270-279 Deep Learning for Deflectometric Inspection of Specular Surfaces (Daniel Maestro-Watson, Julen Balzategui, Luka Eciolaza, Nestor Arana-Arexolaleiba)....Pages 280-289 Front Matter ....Pages 291-291 Disturbances Based Adaptive Neuro-Control for UAVs: A First Approach (J. Enrique Sierra, Matilde Santos)....Pages 293-302 Optimizing a Fuzzy Equivalent Sliding Mode Control Applied to Servo Drive Systems (Zhengya Zhang, Matilde Santos)....Pages 303-312 Genetic Simulation Tool for the Robustness Optimization of Controllers (Matilde Santos, Nicolás Antequera)....Pages 313-323 A PSO Boosted Ensemble of Extreme Learning Machines for Time Series Forecasting (Alain Porto, Eloy Irigoyen, Mikel Larrea)....Pages 324-333 Fall Detection Analysis Using a Real Fall Dataset (Samad Barri Khojasteh, José R. Villar, Enrique de la Cal, Víctor M. González, Javier Sedano)....Pages 334-343 Implementation of a Non-linear Fuzzy Takagi-Sugeno Controller Applied to a Mobile Inverted Pendulum (C. H. Rodriguez-Garavito, Miguel F. Arevalo-Castiblanco, Alvaro A. Patiño-Forero)....Pages 344-353 Front Matter ....Pages 355-355 SVR-Ensemble Forecasting Approach for Ro-Ro Freight at Port of Algeciras (Spain) (Jose Antonio Moscoso-López, Ignacio J. Turias, Juan Jesús Ruiz Aguilar, Francisco Javier Gonzalez-Enrique)....Pages 357-366 Current Research Trends in Robot Grasping and Bin Picking (Marcos Alonso, Alberto Izaguirre, Manuel Graña)....Pages 367-376 Visualizing Industrial Development Distance to Better Understand Internationalization of Spanish Companies (Alfredo Jiménez, Alvaro Herrero)....Pages 377-386 Studying Road Transportation Demand in the Spanish Industrial Sector Through k-Means Clustering (Carlos Alonso de Armiño, Miguel Ángel Manzanedo, Álvaro Herrero)....Pages 387-396 LiDAR Applications for Energy Industry (Leyre Torre-Tojal, Jose Manuel Lopez-Guede, Manuel Graña)....Pages 397-406 Waste Management as a Smart Cognitive System: The Wasman Case (Evelyne Lombardo, Pierre-Michel Riccio, Serge Agostinelli)....Pages 407-414 A New Approach for System Malfunctioning over an Industrial System Control Loop Based on Unsupervised Techniques (Esteban Jove, José-Luis Casteleiro-Roca, Héctor Quintián, Juan Albino Méndez-Pérez, José Luis Calvo-Rolle)....Pages 415-425 Swarm Intelligence Methods on Inventory Management (Dragan Simić, Vladimir Ilin, Svetislav D. Simić, Svetlana Simić)....Pages 426-435 Front Matter ....Pages 437-437 Movement Detection Algorithm for Patients with Hip Surgery (Cesar Guevara, Matilde Santos, Janio Jadán)....Pages 439-448 A Study of Combined Lossy Compression and Person Identification on EEG Signals (Binh Nguyen, Wanli Ma, Dat Tran)....Pages 449-458 Accelerating DNA Biometrics in Criminal Investigations Through GPU-Based Pattern Matching (Ciprian Pungila, Viorel Negru)....Pages 459-468 Towards Secure Transportation Based on Intelligent Transport Systems. Novel Approach and Concepts (Camelia-M. Pintea, Gloria Cerasela Crişan, Petrica Pop)....Pages 469-477 Fuzzy-Based Forest Fire Prevention and Detection by Wireless Sensor Networks (Josué Toledo-Castro, Iván Santos-González, Pino Caballero-Gil, Candelaria Hernández-Goya, Nayra Rodríguez-Pérez, Ricardo Aguasca-Colomo)....Pages 478-488 A Greedy Biogeography-Based Optimization Algorithm for Job Shop Scheduling Problem with Time Lags (Madiha Harrabi, Olfa Belkahla Driss, Khaled Ghedira)....Pages 489-499 PlagZap: A Textual Plagiarism Detection System for Student Assignments Built with Open-Source Software (Elena Băutu, Andrei Băutu)....Pages 500-508 Smart Contract for Monitoring and Control of Logistics Activities: Pharmaceutical Utilities Case Study (Roberto Casado-Vara, Alfonso González-Briones, Javier Prieto, Juan M. Corchado)....Pages 509-517 Front Matter ....Pages 519-519 Evaluation as a Continuous Improvement Process in the Learning of Programming Languages (Marcos Gestal, Carlos Fernandez-Lozano, Cristian R. Munteanu, Juan R. Rabuñal, Julian Dorado)....Pages 521-529 Development of a Workshop About Artificial Intelligence for Schools (J. Estevez, X. Elizetxea, G. Garate)....Pages 530-535 Prelude of an Educational Innovation Project: Discussing a Redesign of the Continuous Assessment in Mathematics for Chemistry and Geology Bachelor Degree Students (J. David Núñez-González, Manuel Graña, Jose Manuel Lopez-Guede)....Pages 536-543 The Boundary Element Method Applied to the Resolution of Problems in Strength of Materials and Elasticity Courses (J. Vallepuga-Espinosa, Lidia Sánchez-González, Iván Ubero-Martínez, Virginia Riego-Del Castillo)....Pages 544-552 Impact of Auto-evaluation Tests as Part of the Continuous Evaluation in Programming Courses (C. Rubio-Escudero, G. Asencio-Cortés, F. Martínez-Álvarez, A. Troncoso, J. C. Riquelme)....Pages 553-561 Social Engagement Interaction Games Between Children with Autism and Humanoid Robot NAO (Chris Lytridis, Eleni Vrochidou, Stamatis Chatzistamatis, Vassilis Kaburlasos)....Pages 562-570 On Intelligent Systems for Storytelling (Leire Ozaeta, Manuel Graña)....Pages 571-578 Proposal of Robot-Interaction Based Intervention for Joint-Attention Development (Itsaso Perez, Itziar Rekalde, Leire Ozaeta, Manuel Graña)....Pages 579-585 Intra and Intergroup Cooperative Learning in Industrial Informatics Area (Jose Manuel Lopez-Guede, Jose Antonio Ramos-Hernanz, Estibaliz Apiñaniz, Amaia Mesanza, Ruperta Delgado, Manuel Graña)....Pages 586-595 Dual Learning in the Bachelor’s Degree in Automotive Engineering at the Faculty of Engineering of Vitoria-Gasteiz: Quality Requirements (Amaia Mesanza-Moraza, Inmaculada Tazo-Herran, Jose Antonio Ramos-Hernanz, Ruperta Delgado, Javier Sancho-Saiz, Jose Manuel Lopez-Guede et al.)....Pages 596-602 Educational Project for the Inclusion of the Scientific Culture in the Bachelor’s Degrees (Jose Manuel Lopez-Guede, Unai Fernandez-Gamiz, Ana Boyano, Ekaitz Zulueta, Inmaculada Tazo)....Pages 603-610 Back Matter ....Pages 611-613