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SOCO-CISIS-ICEUTE 2018: San Sebastián, Spain
- Manuel Graña, José Manuel López-Guede
, Oier Etxaniz, Álvaro Herrero, José Antonio Sáez, Héctor Quintián, Emilio Corchado:
International Joint Conference SOCO'18-CISIS'18-ICEUTE'18 - San Sebastián, Spain, June 6-8, 2018, Proceedings. Advances in Intelligent Systems and Computing 771, Springer 2019, ISBN 978-3-319-94119-6
Agents and Multi-agents Systems
- Elena Hernández Nieves, Inés Sittón, Sara Rodríguez, Ana Belén Gil
, Roberto J. García:
An Investment Recommender Multi-agent System in Financial Technology. 3-10 - Jaume Jordán
, Javier Palanca, Elena del Val
, Vicente Julián
, Vicente J. Botti
:
Using Genetic Algorithms to Optimize the Location of Electric Vehicle Charging Stations. 11-20 - Alfonso González-Briones
, Alberto Rivas, Pablo Chamoso
, Roberto Casado-Vara
, Juan Manuel Corchado
:
Case-Based Reasoning and Agent Based Job Offer Recommender System. 21-33
Soft Computing Applications
- Andrés Ortiz
, Javier Ramírez
, Ricardo Cruz-Arándiga, María J. García-Tarifa, Francisco Jesús Martínez-Murcia
, Juan Manuel Górriz:
Retinal Blood Vessel Segmentation by Multi-channel Deep Convolutional Autoencoder. 37-46 - Francisco Jesús Martínez-Murcia
, Andrés Ortiz
, Juan Manuel Górriz, Javier Ramírez
, Diego Castillo-Barnes
, Diego Salas-Gonzalez
, Fermín Segovia
:
Deep Convolutional Autoencoders vs PCA in a Highly-Unbalanced Parkinson's Disease Dataset: A DaTSCAN Study. 47-56 - Alvaro Segura
, Alejandro García-Alonso:
Steel Tube Cross Section Geometry Measurement by 3D Scanning. 57-66 - Roberto Casado-Vara
, Javier Prieto
, Juan M. Corchado
:
How Blockchain Could Improve Fraud Detection in Power Distribution Grid. 67-76
Clustering and Classification
- Rosario Delgado, J. David Núñez-González
:
Enhancing Confusion Entropy as Measure for Evaluating Classifiers. 79-89 - Rebeca Cordero Gutiérrez
, Pablo Chamoso
, Alfonso González-Briones, Alberto Rivas, Roberto Casado-Vara
, Juan Manuel Corchado
:
The Right to Honour on Social Networks: Detection and Classifications of Users. 90-99 - Diego Castillo-Barnes
, Fermín Segovia
, Francisco Jesús Martínez-Murcia
, Diego Salas-Gonzalez
, Javier Ramírez
, Juan Manuel Górriz:
Classification Improvement for Parkinson's Disease Diagnosis Using the Gradient Magnitude in DaTSCAN SPECT Images. 100-109 - Barbara Bobowska, Michal Wozniak
:
Experimental Study on Modified Radial-Based Oversampling. 110-119
Deep Learning
- José F. Torres
, Alicia Troncoso
, Irena Koprinska, Zheng Wang, Francisco Martínez-Álvarez
:
Deep Learning for Big Data Time Series Forecasting Applied to Solar Power. 123-133 - Ji-Yoon Kim, Sung-Bae Cho:
Deep Dense Convolutional Networks for Repayment Prediction in Peer-to-Peer Lending. 134-144 - Susana Silva
, Paulo Cortez
, Rui Mendes
, Pedro José Pereira
, Luís Miguel Matos
, Luís Garcia:
A Categorical Clustering of Publishers for Mobile Performance Marketing. 145-154 - Anna Kaminska-Chuchmala
:
Spatial Models of Wireless Network Efficiency Prediction by Turning Bands Co-simulation Method. 155-164
Industry 4.0
- Raquel Redondo
, Álvaro Herrero
, Emilio Corchado
, Javier Sedano
:
Neural Visualization for the Analysis of Energy and Water Consumptions in the Automotive Industry. 167-176 - Daniel Mota, Constantino Martins
, João Carneiro
, Diogo Martinho
, Luís Conceição, Ana de Almeida
, Isabel Praça
, Goreti Marreiros
:
A MAS Architecture for a Project Scheduling Problem with Operation Dependant Setup Times. 177-186 - C. H. Rodríguez-Garavito, Alvaro A. Patiño-Forero, Guillermo A. Camacho-Munoz:
Collision Detector for Industrial Robot Manipulators. 187-196 - Inés Sittón-Candanedo, Sara Rodríguez-González, Fernando de la Prieta
, Angélica González Arrieta
:
MASPI: A Multi Agent System for Prediction in Industry 4.0 Environment. 197-206
Data Mining and Optimization
- Diego Montoya-Zapata
, Diego A. Acosta
, Oscar Ruiz-Salguero
, David Sanchez-Londono
:
FEA Structural Optimization Based on Metagraphs. 209-220 - Ignacio A. Illán
, Javier Ramírez
, J. M. Górriz, Katja Pinker-Domenig
, Anke Meyer-Baese
:
Case-Based Support Vector Optimization for Medical-Imaging Imbalanced Datasets. 221-229 - Wojciech Bozejko
, Jaroslaw Pempera, Mieczyslaw Wodecki
:
Minimization of the Number of Employees in Manufacturing Cells. 241-248
Soft Computing Methods in Manufacturing and Management Systems
- Kamil Musial, Joanna Kochanska, Anna Burduk
:
Rationalization of Production Order Execution with Use of the Greedy and Tabu Search Algorithms. 251-259 - Hani Pourvaziri
, Henri Pierreval:
Dealing with Capacitated Aisles in Facility Layout: A Simulation Optimization Approach. 260-269 - Bruno Simões
, Hugo Álvarez, Alvaro Segura
, Iñigo Barandiaran
:
Unlocking Augmented Interactions in Short-Lived Assembly Tasks. 270-279 - Daniel Maestro-Watson
, Julen Balzategui
, Luka Eciolaza
, Nestor Arana-Arexolaleiba
:
Deep Learning for Deflectometric Inspection of Specular Surfaces. 280-289
Special Session: Optimization, Modeling and Control by Soft Computing Techniques
- Jesús Enrique Sierra
, Matilde Santos
:
Disturbances Based Adaptive Neuro-Control for UAVs: A First Approach. 293-302 - Zhengya Zhang, Matilde Santos
:
Optimizing a Fuzzy Equivalent Sliding Mode Control Applied to Servo Drive Systems. 303-312 - Matilde Santos
, Nicolás Antequera:
Genetic Simulation Tool for the Robustness Optimization of Controllers. 313-323 - Alain Porto
, Eloy Irigoyen
, Mikel Larrea
:
A PSO Boosted Ensemble of Extreme Learning Machines for Time Series Forecasting. 324-333 - Samad Barri Khojasteh
, José Ramón Villar
, Enrique A. de la Cal
, Víctor M. González
, Javier Sedano:
Fall Detection Analysis Using a Real Fall Dataset. 334-343 - C. H. Rodríguez-Garavito, Miguel F. Arevalo-Castiblanco, Alvaro A. Patiño-Forero:
Implementation of a Non-linear Fuzzy Takagi-Sugeno Controller Applied to a Mobile Inverted Pendulum. 344-353
Special Session: Soft Computing Applications in the Field of Industrial and Environmental Enterprises
- José Antonio Moscoso López, Ignacio J. Turias
, Juan Jesús Ruiz-Aguilar
, Francisco Javier Gonzalez-Enrique
:
SVR-Ensemble Forecasting Approach for Ro-Ro Freight at Port of Algeciras (Spain). 357-366 - Marcos Alonso Nieto
, Alberto Izaguirre, Manuel Graña:
Current Research Trends in Robot Grasping and Bin Picking. 367-376 - Alfredo Jiménez
, Álvaro Herrero
:
Visualizing Industrial Development Distance to Better Understand Internationalization of Spanish Companies. 377-386 - Carlos Alonso de Armiño
, Miguel Ángel Manzanedo
, Álvaro Herrero
:
Studying Road Transportation Demand in the Spanish Industrial Sector Through k-Means Clustering. 387-396 - Leyre Torre-Tojal, José Manuel López-Guede
, Manuel Graña:
LiDAR Applications for Energy Industry. 397-406 - Evelyne Lombardo, Pierre-Michel Riccio, Serge Agostinelli:
Waste Management as a Smart Cognitive System: The Wasman Case. 407-414 - Esteban Jove
, José Luís Casteleiro-Roca
, Héctor Quintián
, Juan Albino Méndez Pérez, José Luís Calvo-Rolle
:
A New Approach for System Malfunctioning over an Industrial System Control Loop Based on Unsupervised Techniques. 415-425 - Dragan Simic
, Vladimir Ilin
, Svetislav D. Simic
, Svetlana Simic:
Swarm Intelligence Methods on Inventory Management. 426-435
CISIS 2018
- César Guevara, Matilde Santos
, Janio Jadán:
Movement Detection Algorithm for Patients with Hip Surgery. 439-448 - Binh Nguyen, Wanli Ma, Dat Tran
:
A Study of Combined Lossy Compression and Person Identification on EEG Signals. 449-458 - Ciprian Pungila
, Viorel Negru:
Accelerating DNA Biometrics in Criminal Investigations Through GPU-Based Pattern Matching. 459-468 - Camelia-Mihaela Pintea
, Gloria Cerasela Crisan
, Petrica C. Pop
:
Towards Secure Transportation Based on Intelligent Transport Systems. Novel Approach and Concepts. 469-477 - Josué Toledo-Castro, Iván Santos-González, Pino Caballero-Gil
, Candelaria Hernández-Goya
, Nayra Rodríguez-Pérez
, Ricardo Aguasca-Colomo
:
Fuzzy-Based Forest Fire Prevention and Detection by Wireless Sensor Networks. 478-488 - Madiha Harrabi, Olfa Belkahla Driss
, Khaled Ghédira:
A Greedy Biogeography-Based Optimization Algorithm for Job Shop Scheduling Problem with Time Lags. 489-499 - Elena Bautu
, Andrei Bautu
:
PlagZap: A Textual Plagiarism Detection System for Student Assignments Built with Open-Source Software. 500-508 - Roberto Casado-Vara
, Alfonso González-Briones
, Javier Prieto
, Juan M. Corchado:
Smart Contract for Monitoring and Control of Logistics Activities: Pharmaceutical Utilities Case Study. 509-517
ICEUTE 2018
- Marcos Gestal
, Carlos Fernandez-Lozano
, Cristian R. Munteanu
, Juan R. Rabuñal
, Julián Dorado
:
Evaluation as a Continuous Improvement Process in the Learning of Programming Languages. 521-529 - Julián Estévez
, X. Elizetxea, Gorka Garate:
Development of a Workshop About Artificial Intelligence for Schools. 530-535 - J. David Núñez-González
, Manuel Graña, José Manuel López-Guede
:
Prelude of an Educational Innovation Project: Discussing a Redesign of the Continuous Assessment in Mathematics for Chemistry and Geology Bachelor Degree Students. 536-543 - José Vallepuga-Espinosa
, Lidia Sánchez-González
, Iván Ubero-Martínez
, Virginia Riego-Del Castillo
:
The Boundary Element Method Applied to the Resolution of Problems in Strength of Materials and Elasticity Courses. 544-552 - Cristina Rubio-Escudero, Gualberto Asencio-Cortés
, Francisco Martínez-Álvarez
, Alicia Troncoso
, José C. Riquelme:
Impact of Auto-evaluation Tests as Part of the Continuous Evaluation in Programming Courses. 553-561 - Chris Lytridis
, Eleni Vrochidou
, Stamatis Chatzistamatis
, Vassilis G. Kaburlasos:
Social Engagement Interaction Games Between Children with Autism and Humanoid Robot NAO. 562-570 - Leire Ozaeta, Manuel Graña:
On Intelligent Systems for Storytelling. 571-578 - Itsaso Perez, Itziar Rekalde
, Leire Ozaeta, Manuel Graña:
Proposal of Robot-Interaction Based Intervention for Joint-Attention Development. 579-585 - José Manuel López-Guede
, Jose Antonio Ramos-Hernanz
, Estíbaliz Apiñaniz
, Amaia Mesanza
, Ruperta Delgado, Manuel Graña:
Intra and Intergroup Cooperative Learning in Industrial Informatics Area. 586-595 - Amaia Mesanza-Moraza, Inmaculada Tazo-Herrán, Jose Antonio Ramos-Hernanz
, Ruperta Delgado, Javier Sancho-Saiz
, José Manuel López-Guede
, Estíbaliz Apiñaniz
:
Dual Learning in the Bachelor's Degree in Automotive Engineering at the Faculty of Engineering of Vitoria-Gasteiz: Quality Requirements. 596-602 - José Manuel López-Guede
, Unai Fernandez-Gamiz
, Ana Boyano, Ekaitz Zulueta
, Inmaculada Tazo:
Educational Project for the Inclusion of the Scientific Culture in the Bachelor's Degrees. 603-610

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