International joint conference SOCO'17-CISIS'17-ICEUTE'17 León, Spain, September 6-8, 2017, Proceedings

Front Matter ....Pages i-xxix
Front Matter ....Pages 1-1
 Learning Bayesian Network to Predict Group Emotion in Kindergarten by Evolutionary Computation  (Seul-Gi Choi, Sung-Bae Cho)....Pages 3-12
 Dynamic Resources Configuration for Coevolutionary Scheduling of Scientific Workflows in Cloud Environment  (Alexander A. Visheratin, Mikhail Melnik, Denis Nasonov)....Pages 13-23
 Computation of Berge-Zhukovskii Equilibrium in Discrete Time Dynamic Games  (Noémi Gaskó, Mihai Alexandru Suciu, Rodica Ioana Lung)....Pages 24-33
 Applying Genetic Algorithms in Chemical Engineering for Determining Zeolite Structures  (Xuehua Liu, Estefania Argente, Soledad Valero, German Sastre)....Pages 34-43
Front Matter ....Pages 45-45
 Health Assessment of Automotive Batteries Through Computational Intelligence-Based Soft Sensors: An Empirical Study  (Eva Almansa, David Anseán, Inés Couso, Luciano Sánchez)....Pages 47-56
 Intelligent Decision System Based on Fuzzy Logic Expert System to Improve Plastic Injection Molding Process  (M. L. Chaves, J. J. Márquez, H. Pérez, L. Sánchez, A. Vizan)....Pages 57-67
 Acquisition and Fuzzy Processing of Physiological Signals to Obtain Human Stress Level Using Low Cost Portable Hardware  (Unai Zalabarria, Eloy Irigoyen, Raquel Martínez, Javier Arechalde)....Pages 68-78
 A Fuzzy Ordered Weighted Averaging Approach to Rerostering in Nurse Scheduling Problem  (Svetlana Simić, Dragan Simić, Dragana Milutinović, Jovanka Đorđević, Svetislav D. Simić)....Pages 79-88
Front Matter ....Pages 89-89
 Optimization of Wind Power Producer Participation in Electricity Markets with Energy Storage in a Way of Energy 4.0  (Isaias L. R. Gomes, Hugo M. I. Pousinho, Rui Melício, Victor M. F. Mendes)....Pages 91-101
 Gas Consumption Prediction Based on Artificial Neural Networks for Residential Sectors  (Alain Porto, Eloy Irigoyen)....Pages 102-111
 Bioclimatic House Heat Exchanger Behavior Prediction with Time Series Modeling  (Bruno Baruque, Esteban Jove, José Luis Casteleiro-Roca, Santiago Porras, José Luis Calvo-Rolle, Emilio Corchado)....Pages 112-124
 Optimization with the Evolution Strategy by Example of Electrical-Discharge Drilling  (Jan Streckenbach, Ivan Santibáñez Koref, Ingo Rechenberg, Eckart Uhlmann)....Pages 125-133
Front Matter ....Pages 135-135
 Detection of Cardiac Arrhythmias Through Singular Spectrum Analysis of a Time-Distorted EGM Signal  (Jesús Fernández, Julián Velasco, Luciano Sánchez)....Pages 137-146
 An Approach to Location Extraction from Russian Online Social Networks: Road Accidents Use Case  (Timur Fatkulin, Nikolay Butakov, Bakhruz Dzhafarov, Maxim Petrov, Daniil Voloshin)....Pages 147-156
 Intelligent Maintenance for Industrial Processes, a Case Study on Cold Stamping  (Fernando Boto, Zigor Lizuain, Alberto Jimenez Cortadi)....Pages 157-166
 Attempts Prediction by Missing Data Imputation in Engineering Degree  (Esteban Jove, Patricia Blanco-Rodríguez, José Luis Casteleiro-Roca, Javier Moreno-Arboleda, José Antonio López-Vázquez, Francisco Javier de Cos Juez et al.)....Pages 167-176
Front Matter ....Pages 177-177
 Forecasting Freight Inspection Volume Using Bayesian Regularization Artificial Neural Networks: An Aggregation-Disaggregation Procedure  (Juan Jesús Ruiz-Aguilar, José Antonio Moscoso-López, Ignacio Turias, Javier González-Enrique)....Pages 179-187
 Combining Stream Mining and Neural Networks for Short Term Delay Prediction  (Maciej Grzenda, Karolina Kwasiborska, Tomasz Zaremba)....Pages 188-197
 Techniques and Utilities to Improve the Design, Development and Debugging of Multiagent Applications with Agile Principles  (Francisco J. Aguayo, Isaías García, Héctor Alaiz-Moretón, Carmen Benavides)....Pages 198-208
 About Nash Equilibrium, Modularity Optimization, and Network Community Structure Detection  (Rodica Ioana Lung, Mihai Alexandru Suciu, Noémi Gaskó)....Pages 209-218
 Design and Implementation of a Vision System on an Innovative Single Point Micro-machining Device for Tool Tip Localization  (Luis López-Estrada, Marcelo Fajardo-Pruna, Lidia Sánchez-González, Hilde Pérez, Antonio Vizán)....Pages 219-228
 New Application of 3D VFH Descriptors in Archaeological Categorization: A Case Study  (José Santamaría, Enrique Bermejo, Carlos Enríquez, Sergio Damas, Óscar Cordón)....Pages 229-236
 Spanish Patent Landscape 2013–2016  (Andrea Vázquez-Ingelmo, Ana-Belén Gil-González, Angel-Luis Blanco-Mateos, Fernando De la Prieta, Ana de Luis-Reboredo)....Pages 237-246
 Instability Detection on a Radial Turning Process for Superalloys  (Alberto Jimenez Cortadi, Fernando Boto, Itziar Irigoien, Basilio Sierra, Alfredo Suarez)....Pages 247-255
Front Matter ....Pages 257-257
 PAELLA as a Booster in Weighted Regression  (Manuel Castejón-Limas, Hector Alaiz-Moreton, Laura Fernández-Robles, Javier Alfonso-Cendón, Camino Fernández-Llamas, Lidia Sánchez-González et al.)....Pages 259-265
 A Data-Driven Approach to Dialog Structure Modeling  (David Griol, Araceli Sanchis, José Manuel Molina)....Pages 266-275
 Inception and Specification of What-If Scenarios Using OLAP Usage Preferences  (Mariana Carvalho, Orlando Belo)....Pages 276-285
 Analysing the Effect of Recent Anti-pollution Policies in Madrid City Through Soft-Computing  (Ángel Arroyo, Verónica Tricio, Álvaro Herrero, Emilio Corchado)....Pages 286-295
Front Matter ....Pages 297-297
 An Activity-Oriented Petri Net Simulation Approach for Optimization of Dispatching Rules for Job Shop Transient Scheduling  (Damian Krenczyk, Reggie Davidrajuh, Bozena Skolud)....Pages 299-309
 MAC Approach Concept for Virtual Manufacturing Networks Generating  (Aleksander Gwiazda, Magłorzata Olender, Agnieszka Sękala, Damian Kręczyk)....Pages 310-317
 Ecodesign of Technological Processes with the Use of Decision Trees Method  (Izabela Rojek, Ewa Dostatni, Adam Hamrol)....Pages 318-327
 Modular Petri Net Models of Communicating Agents  (Reggie Davidrajuh)....Pages 328-337
 Methodology Supporting the Planning of Machining Allowances in the Wood Industry  (Agnieszka Kujawińska, Magdalena Diering, Krzysztof Żywicki, Michał Rogalewicz, Adam Hamrol, Piotr Hoffmann et al.)....Pages 338-347
 Stochastic Scheduling of Production Orders Under Uncertainty  (Iwona Lapunka, Iwona Pisz, Piotr Wittbrodt)....Pages 348-358
Front Matter ....Pages 359-359
 Outcome Prediction for Salivary Gland Cancer Using Multivariate Adaptative Regression Splines (MARS) and Self-Organizing Maps (SOM)  (Paloma Lequerica-Fernández, Ignacio Peña, Fernando Sánchez Lasheras, Francisco Javier Iglesias Rodrigez, Carlos González Gutiérrez, Juan Carlos De Vicente)....Pages 361-370
 An Artificial Neural Network Model for the Prediction of Bruxism by Means of Occlusal Variables  (Ángel Álvarez-Arenal, Héctor deLlanos-Lanchares, Elena Martin-Fernandez, Carlos González-Gutiérrez, Mario Mauvezin-Quevedo, Francisco Javier de Cos Juez)....Pages 371-380
 Genetic Algorithm Based on Support Vector Machines for Computer Vision Syndrome Classification  (Eva María Artime Ríos, María del Mar Seguí Crespo, Ana Suarez Sánchez, Sergio Luis Suárez Gómez, Fernando Sánchez Lasheras)....Pages 381-390
 A Methodology for the Detection of Relevant Single Nucleotide Polymorphism in Prostate Cancer by Means of Multivariate Adaptive Regression Splines and Backpropagation Artificial Neural Networks  (Juan Enrique Sánchez Lasheras, Adonina Tardón, Guillermo González Tardón, Sergio Luis Suárez Gómez, Vicente Martín Sánchez, Carmen González Donquiles et al.)....Pages 391-399
 A Multiregressive Approach for SNPs Identification in Prostate Cancer  (David Álvarez Gutiérrez, Fernando Sánchez Lasheras, Sergio Luis Suárez Gómez, Jesús Daniel Santos, Adonina Tardón, Guillermo González Tardón et al.)....Pages 400-409
 Comparison of the Periimplant Bone Stress Distribution on Three Fixed Partial Supported Prosthesis Designs Under Different Loading. A 3D Finite Element Analysis  (Héctor deLlanos-Lanchares, Ángel Alvarez-Arenal, Javier Bobes Bascaran, Carlos González-Gutiérrez, Ana Suarez Sanchez, Francisco Blanco Álvarez)....Pages 410-418
 PoDA Algorithm: Predictive Pathways in Colorectal Cancer  (Carmen Gonzalez-Donquiles, Fernando Sanchez-Lasheras, Jessica Alonso-Molero, Laura Vilorio-Marqués, Tania Fernandez-Villa, Guillermo González Tardón et al.)....Pages 419-427
 Sparse Representation Based Anomalies Detection in Electrocardiography Signals  (Tomasz Andrysiak)....Pages 428-438
 A SMOTE Extension for Balancing Multivariate Epilepsy-Related Time Series Datasets  (Enrique de la Cal, José R. Villar, Paula Vergara, Javier Sedano, Álvaro Herrero)....Pages 439-448
 Mining Temporal Causal Relations in Medical Texts  (Alejandro Sobrino, Cristina Puente, José Ángel Olivas)....Pages 449-460
 A Machine Learning Based System for Analgesic Drug Delivery  (Jose M. Gonzalez-Cava, Rafael Arnay, Juan Albino Méndez Pérez, Ana León, María Martín, Esteban Jove-Perez et al.)....Pages 461-470
 Assessing Feature Selection Techniques for a Colorectal Cancer Prediction Model  (Nahúm Cueto-López, Rocío Alaiz-Rodríguez, María Teresa García-Ordás, Carmen González-Donquiles, Vicente Martín)....Pages 471-481
 Data Mining Techniques for the Estimation of Variables in Health-Related Noisy Data  (Hector Alaiz-Moreton, Laura Fernández-Robles, Javier Alfonso-Cendón, Manuel Castejón-Limas, Lidia Sánchez-González, Hilde Pérez)....Pages 482-491
 An Intelligent Model to Predict ANI in Patients Undergoing General Anesthesia  (Esteban Jove, Jose M. Gonzalez-Cava, José Luis Casteleiro-Roca, Juan Albino Méndez Pérez, José Luis Calvo-Rolle, Francisco Javier de Cos Juez)....Pages 492-501
Front Matter ....Pages 503-503
 Coupling the PAELLA Algorithm to Predictive Models  (Manuel Castejón-Limas, Hector Alaiz-Moreton, Laura Fernández-Robles, Javier Alfonso-Cendón, Camino Fernández-Llamas, Lidia Sánchez-González et al.)....Pages 505-512
 Query Based Object Retrieval Using Neural Codes  (Surajit Saikia, Eduardo Fidalgo, Enrique Alegre, Laura Fernández-Robles)....Pages 513-523
 Parallel Performance of the Boundary Element Method in Thermoelastic Contact Problems  (Raquel González, Lidia Sánchez-González, José Vallepuga, Iván Ubero)....Pages 524-532
 A New Simple Attack on a Wide Class of Cryptographic Sequence Generators  (Sara D. Cardell, Amparo Fúster-Sabater, Li Bin)....Pages 533-543
Front Matter ....Pages 545-545
 Adaptive Database Intrusion Detection Using Evolutionary Reinforcement Learning  (Seul-Gi Choi, Sung-Bae Cho)....Pages 547-556
 Learning Classifier Systems for Adaptive Learning of Intrusion Detection System  (Chang Seok Lee, Sung Bae Cho)....Pages 557-566
 Time Series Forecasting Using Holt-Winters Model Applied to Anomaly Detection in Network Traffic  (Tomasz Andrysiak, Łukasz Saganowski, Mirosław Maszewski)....Pages 567-576
 Software Defined Networking Opportunities for Intelligent Security Enhancement of Industrial Control Systems  (Markel Sainz, Mikel Iturbe, Iñaki Garitano, Urko Zurutuza)....Pages 577-586
Front Matter ....Pages 587-587
 Empirical Study to Fingerprint Public Malware Analysis Services  (Álvaro Botas, Ricardo J. Rodríguez, Vicente Matellán, Juan F. García)....Pages 589-599
 Illegal Activity Categorisation in DarkNet Based on Image Classification Using CREIC Method  (Eduardo Fidalgo, Enrique Alegre, Victor González-Castro, Laura Fernández-Robles)....Pages 600-609
 AES-CTR as a Password-Hashing Function  (Rafael Álvarez-Sánchez, Alicia Andrade-Bazurto, Ivan Santos-González, Antonio Zamora-Gómez)....Pages 610-617
 FAST: A High-Performance Architecture for Heterogeneous Big Data Forensics  (Ciprian Pungila, Viorel Negru)....Pages 618-627
Front Matter ....Pages 629-629
 New Approaches of Epidemic Models to Simulate Malware Propagation  (Jose Diamantino Hernández Guillén, Ángel Martín del Rey, Luis Hernández Encinas)....Pages 631-640
 A SEIR Model for Computer Virus Spreading Based on Cellular Automata  (Farrah Kristel Batista, Ángel Martín del Rey, Santiago Quintero-Bonilla, Araceli Queiruga-Dios)....Pages 641-650
 A Proposal for Using a Cryptographic National Identity Card in Social Networks  (Víctor Gayoso Martínez, Luis Hernández Encinas, Agustin Martín Muñoz, Raúl Durán Díaz)....Pages 651-660
 A Parameter-Free Method for the Detection of Web Attacks  (Gonzalo de la Torre-Abaitua, Luis F. Lago-Fernández, David Arroyo)....Pages 661-671
 A Review of Cryptographically Secure PRNGs in Constrained Devices for the IoT  (Amalia Beatriz Orúe, Luis Hernández Encinas, Veronica Fernández, Fausto Montoya)....Pages 672-682
 Encrypted Cloud: A Software Solution for the Secure Use of Free-Access Cloud Storage Services  (Alejandro Sanchez-Gomez, Jesus Diaz, David Arroyo)....Pages 683-692
Front Matter ....Pages 693-693
 A Proposal to Integrate Conversational Interfaces in Mobile Learning Applications  (David Griol, Araceli Sanchis, José Manuel Molina)....Pages 695-705
 Developing Cooperative Evaluation Methodologies in Higher Education  (Enrique Domínguez, Ezequiel López-Rubio)....Pages 706-711
 Assessment of the Recent Postgraduates in Cybersecurity on Barriers and Required Skills for Their Early Career  (Raquel Poy, Miguel Carriegos)....Pages 712-719
 Analysis of Professional Ethics in Engineering Undergraduate Degrees  (Marián Queiruga Dios, Juan José Bullón Pérez, Araceli Queiruga-Dios, Ascensión Hernández Encinas, Angélica González Arrieta)....Pages 720-725
 PID-ITS: An Intelligent Tutoring System for PID Tuning Learning Process  (Esteban Jove, Héctor Alaiz-Moretón, Isaías García-Rodríguez, Carmen Benavides-Cuellar, José Luis Casteleiro-Roca, José Luis Calvo-Rolle)....Pages 726-735
 Teaching Project Management to Multicultural Students: A Case Study at Universities of León and Xiangtan  (Laura Fernández-Robles, Manuel Castejón-Limas, Javier Alfonso-Cendón, Gabriel Medina)....Pages 736-742
 Analysis of the Online Interactions of Students in the Project Management Learning Process  (Rubén Olarte-Valentín, Rodolfo Múgica-Vidal, Elisa Sainz-García, Fernando Alba-Elías, Laura Fernández-Robles)....Pages 743-750
 A Virtual Learning Environment to Support Project Management Teaching  (Ana González-Marcos, Rubén Olarte-Valentín, Elisa Sainz-García, Rodolfo Múgica-Vidal, Manuel Castejón-Limas)....Pages 751-759
Back Matter ....Pages 761-763