دانلود کتاب International Joint Conference SOCO’18-CISIS’18-ICEUTE’18

فهرست مطالب :

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