Hybrid Artificial Intelligent Systems: 14th International Conference, HAIS 2019, León, Spain, September 4–6, 2019, Proceedings

Front Matter ....Pages i-xvii
Front Matter ....Pages 1-1
 Testing Modified Confusion Entropy as Split Criterion for Decision Trees  (J. David Nuñez-Gonzalez, Alexander Gonzalo de Sá, Manuel Graña)....Pages 3-13
 Generating a Question Answering System from Text Causal Relations  (E. C. Garrido Merchán, C. Puente, J. A. Olivas)....Pages 14-25
 Creation of a Distributed NoSQL Database with Distributed Hash Tables  (Agustín San Román Guzmán, Diego Valdeolmillos, Alberto Rivas, Angélica González Arrieta, Pablo Chamoso)....Pages 26-37
 Study of Data Pre-processing for Short-Term Prediction of Heat Exchanger Behaviour Using Time Series  (Bruno Baruque, Esteban Jove, Santiago Porras, José Luis Calvo-Rolle)....Pages 38-49
 Can Automated Smoothing Significantly Improve Benchmark Time Series Classification Algorithms?  (James Large, Paul Southam, Anthony Bagnall)....Pages 50-60
 Dataset Weighting via Intrinsic Data Characteristics for Pairwise Statistical Comparisons in Classification  (José A. Sáez, Pablo Villacorta, Emilio Corchado)....Pages 61-72
 Mining Network Motif Discovery by Learning Techniques  (Bogdan-Eduard-Mădălin Mursa, Anca Andreica, Laura Dioşan)....Pages 73-84
 Deep Structured Semantic Model for Recommendations in E-commerce  (Anna Larionova, Polina Kazakova, Nikita Nikitinsky)....Pages 85-96
Front Matter ....Pages 97-97
 Improving Comparative Radiography by Multi-resolution 3D-2D Evolutionary Image Registration  (Oscar Gómez, Oscar Ibáñez, Andrea Valsecchi, Oscar Cordón)....Pages 99-110
 Evolutionary Algorithm for Pathways Detection in GWAS Studies  (Fidel Díez Díaz, Fernando Sánchez Lasheras, Francisco Javier de Cos Juez, Vicente Martín Sánchez)....Pages 111-122
 Particle Swarm Optimization-Based CNN-LSTM Networks for Anomalous Query Access Control in RBAC-Administered Model  (Tae-Young Kim, Sung-Bae Cho)....Pages 123-132
 d(Tree)-by-dx: Automatic and Exact Differentiation of Genetic Programming Trees  (Peter Rockett, Yuri Kaszubowski Lopes, Tiantian Dou, Elizabeth A. Hathway)....Pages 133-144
 Genetic Algorithm-Based Deep Learning Ensemble for Detecting Database Intrusion via Insider Attack  (Seok-Jun Bu, Sung-Bae Cho)....Pages 145-156
 An Efficient Hybrid Genetic Algorithm for Solving a Particular Two-Stage Fixed-Charge Transportation Problem  (Ovidiu Cosma, Petrica C. Pop, Cosmin Sabo)....Pages 157-167
 Analysis of MOEA/D Approaches for Inferring Ancestral Relationships  (Sergio Santander-Jiménez, Miguel A. Vega-Rodríguez, Leonel Sousa)....Pages 168-180
 Parsimonious Modeling for Estimating Hospital Cooling Demand to Reduce Maintenance Costs and Power Consumption  (Eduardo Dulce, Francisco Javier Martinez-de-Pison)....Pages 181-192
 Haploid Versus Diploid Genetic Algorithms. A Comparative Study  (Adrian Petrovan, Petrica Pop-Sitar, Oliviu Matei)....Pages 193-205
 Entropy and Organizational Performance  (José Neves, Nuno Maia, Goreti Marreiros, Mariana Neves, Ana Fernandes, Jorge Ribeiro et al.)....Pages 206-217
 A Semi-supervised Method to Classify Educational Videos  (Alexandru Stefan Stoica, Stella Heras, Javier Palanca, Vicente Julian, Marian Cristian Mihaescu)....Pages 218-228
 New Approach for the Aesthetic Improvement of Images Through the Combination of Convolutional Neural Networks and Evolutionary Algorithms  (Juan Abascal, Miguel A. Patricio, Antonio Berlanga, José M. Molina)....Pages 229-240
Front Matter ....Pages 241-241
 Evaluating Strategies for Selecting Test Datasets in Recommender Systems  (Francisco Pajuelo-Holguera, Juan A. Gómez-Pulido, Fernando Ortega)....Pages 243-253
 Use of Natural Language Processing to Identify Inappropriate Content in Text  (Sergio Merayo-Alba, Eduardo Fidalgo, Víctor González-Castro, Rocío Alaiz-Rodríguez, Javier Velasco-Mata)....Pages 254-263
 Classification of Human Driving Behaviour Images Using Convolutional Neural Network Architecture  (Emine Cengil, Ahmet Cinar)....Pages 264-274
 Building a Classification Model Using Affinity Propagation  (Christopher Klecker, Ashraf Saad)....Pages 275-286
 Clustering-Based Ensemble Pruning and Multistage Organization Using Diversity  (Paweł Zyblewski, Michał Woźniak)....Pages 287-298
 Towards a Custom Designed Mechanism for Indexing and Retrieving Video Transcripts  (Gabriel Turcu, Stella Heras, Javier Palanca, Vicente Julian, Marian Cristian Mihaescu)....Pages 299-309
 Active Image Data Augmentation  (Flávio Arthur Oliveira Santos, Cleber Zanchettin, Leonardo Nogueira Matos, Paulo Novais)....Pages 310-321
 A Novel Density-Based Clustering Approach for Outlier Detection in High-Dimensional Data  (Thouraya Aouled Messaoud, Abir Smiti, Aymen Louati)....Pages 322-331
Front Matter ....Pages 333-333
 Convolutional CARMEN: Tomographic Reconstruction for Night Observation  (Francisco García Riesgo, Sergio Luis Suárez Gómez, Fernando Sánchez Lasheras, Carlos González Gutiérrez, Carmen Peñalver San Cristóbal, Francisco Javier de Cos Juez)....Pages 335-345
 A Proof of Concept in Multivariate Time Series Clustering Using Recurrent Neural Networks and SP-Lines  (Iago Vázquez, José R. Villar, Javier Sedano, Svetlana Simić, Enrique de la Cal)....Pages 346-357
 On the Influence of Admissible Orders in IVOVO  (Mikel Uriz, Daniel Paternain, Humberto Bustince, Mikel Galar)....Pages 358-369
 Does the Order of Attributes Play an Important Role in Classification?  (Antonio J. Tallón-Ballesteros, Simon Fong, Rocío Leal-Díaz)....Pages 370-380
 The Contract Random Interval Spectral Ensemble (c-RISE): The Effect of Contracting a Classifier on Accuracy  (Michael Flynn, James Large, Tony Bagnall)....Pages 381-392
 Graph-Based Knowledge Inference for Style-Directed Architectural Design  (Agnieszka Mars, Ewa Grabska, Grażyna Ślusarczyk, Barbara Strug)....Pages 393-403
 A Convex Formulation of SVM-Based Multi-task Learning  (Carlos Ruiz, Carlos M. Alaíz, José R. Dorronsoro)....Pages 404-415
 Influence Maximization and Extremal Optimization  (Tamás Képes, Noémi Gaskó, Rodica Ioana Lung, Mihai-Alexandru Suciu)....Pages 416-427
Front Matter ....Pages 429-429
 Forecast Daily Air-Pollution Time Series with Deep Learning  (Miguel Cárdenas-Montes)....Pages 431-443
 Botnet Detection on TCP Traffic Using Supervised Machine Learning  (Javier Velasco-Mata, Eduardo Fidalgo, Víctor González-Castro, Enrique Alegre, Pablo Blanco-Medina)....Pages 444-455
 Classifying Pastebin Content Through the Generation of PasteCC Labeled Dataset  (Adrián Riesco, Eduardo Fidalgo, Mhd Wesam Al-Nabki, Francisco Jáñez-Martino, Enrique Alegre)....Pages 456-467
 Network Traffic Analysis for Android Malware Detection  (José Gaviria de la Puerta, Iker Pastor-López, Borja Sanz, Pablo G. Bringas)....Pages 468-479
 Inferring Knowledge from Clinical Data for Anesthesia Automation  (Jose M. Gonzalez-Cava, Iván Castilla-Rodríguez, José Antonio Reboso, Ana León, María Martín, Esteban Jove-Pérez et al.)....Pages 480-491
 Anomaly Detection Over an Ultrasonic Sensor in an Industrial Plant  (Esteban Jove, José-Luis Casteleiro-Roca, Jose Manuel González-Cava, Héctor Quintián, Héctor Alaiz-Moretón, Bruno Baruque et al.)....Pages 492-503
 A Machine Learning Approach to Determine Abundance of Inclusions in Stainless Steel  (Héctor Mesa, Daniel Urda, Juan J. Ruiz-Aguilar, José A. Moscoso-López, Juan Almagro, Patricia Acosta et al.)....Pages 504-513
 Measuring Lower Limb Alignment and Joint Orientation Using Deep Learning Based Segmentation of Bones  (Kamil Kwolek, Adrian Brychcy, Bogdan Kwolek, Wojciech Marczyński)....Pages 514-525
 Constraint Programming Based Algorithm for Solving Large-Scale Vehicle Routing Problems  (Bochra Rabbouch, Foued Saâdaoui, Rafaa Mraihi)....Pages 526-539
 Application of Extractive Text Summarization Algorithms to Speech-to-Text Media  (Domínguez M. Victor, Fidalgo F. Eduardo, Rubel Biswas, Enrique Alegre, Laura Fernández-Robles)....Pages 540-550
 User Profiles Matching for Different Social Networks Based on Faces Identification  (Timur Sokhin, Nikolay Butakov, Denis Nasonov)....Pages 551-562
 Ro-Ro Freight Prediction Using a Hybrid Approach Based on Empirical Mode Decomposition, Permutation Entropy and Artificial Neural Networks  (Jose Antonio Moscoso-Lopez, Juan Jesus Ruiz-Aguilar, Javier Gonzalez-Enrique, Daniel Urda, Hector Mesa, Ignacio J. Turias)....Pages 563-574
Front Matter ....Pages 575-575
 Modeling a Mobile Group Recommender System for Tourism with Intelligent Agents and Gamification  (Patrícia Alves, João Carneiro, Goreti Marreiros, Paulo Novais)....Pages 577-588
 Orthogonal Properties of Asymmetric Neural Networks with Gabor Filters  (Naohiro Ishii, Toshinori Deguchi, Masashi Kawaguchi, Hiroshi Sasaki, Tokuro Matsuo)....Pages 589-601
 Deep CNN-Based Recognition of JSL Finger Spelling  (Nam Tu Nguen, Shinji Sako, Bogdan Kwolek)....Pages 602-613
 Algorithm for Constructing a Classifier Team Using a Modified PCA (Principal Component Analysis) in the Task of Diagnosis of Acute Lymphocytic Leukaemia Type B-CLL  (Mariusz Topolski, Katarzyna Topolska)....Pages 614-624
 Road Lane Landmark Extraction: A State-of-the-art Review  (Asier Izquierdo, Jose Manuel Lopez-Guede, Manuel Graña)....Pages 625-635
 CAPAS: A Context-Aware System Architecture for Physical Activities Monitoring  (Paulo Ferreira, Leandro O. Freitas, Pedro Rangel Henriques, Paulo Novais, Juan Pavón)....Pages 636-647
 Anomaly Detection Using Gaussian Mixture Probability Model to Implement Intrusion Detection System  (Roberto Blanco, Pedro Malagón, Samira Briongos, José M. Moya)....Pages 648-659
 Combining Random Subspace Approach with smote Oversampling for Imbalanced Data Classification  (Pawel Ksieniewicz)....Pages 660-673
 Optimization of the Master Production Scheduling in a Textile Industry Using Genetic Algorithm  (Leandro L. Lorente-Leyva, Jefferson R. Murillo-Valle, Yakcleem Montero-Santos, Israel D. Herrera-Granda, Erick P. Herrera-Granda, Paul D. Rosero-Montalvo et al.)....Pages 674-685
 Urban Pollution Environmental Monitoring System Using IoT Devices and Data Visualization: A Case Study  (Paul D. Rosero-Montalvo, Vivian F. López-Batista, Diego H. Peluffo-Ordóñez, Leandro L. Lorente-Leyva, X. P. Blanco-Valencia)....Pages 686-696
 Crowd-Powered Systems to Diminish the Effects of Semantic Drift  (Saulo D. S. Pedro, Estevam R. Hruschka Jr.)....Pages 697-709
 Prediction of Student Performance Through an Intelligent Hybrid Model  (Héctor Alaiz-Moretón, José Antonio López Vázquez, Héctor Quintián, José-Luis Casteleiro-Roca, Esteban Jove, José Luis Calvo-Rolle)....Pages 710-721
 A Hybrid Automatic Classification Model for Skin Tumour Images  (Svetlana Simić, Svetislav D. Simić, Zorana Banković, Milana Ivkov-Simić, José R. Villar, Dragan Simić)....Pages 722-733
 Texture Descriptors for Automatic Estimation of Workpiece Quality in Milling  (Manuel Castejón-Limas, Lidia Sánchez-González, Javier Díez-González, Laura Fernández-Robles, Virginia Riego, Hilde Pérez)....Pages 734-744
 Surface Defect Modelling Using Co-occurrence Matrix and Fast Fourier Transformation  (Iker Pastor-López, Borja Sanz, José Gaviria de la Puerta, Pablo G. Bringas)....Pages 745-757
 Reinforcement Learning Experiments Running Efficiently over Widly Heterogeneous Computer Farms  (Borja Fernandez-Gauna, Xabier Larrucea, Manuel Graña)....Pages 758-769
Back Matter ....Pages 771-773