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ORCIDSOCO-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 - María Navarro-Cáceres, Lucía Martín Gómez, Inés Sittón-Candanedo, Sara Rodríguez-González, Belén Pérez Lancho:
Modeling a Synaesthete System to Generate a Tonal Melody from a Color Distribution. 230-240 - 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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