This volume constitutes the refereed proceedings of the 14th International Conference on Hybrid Artificial Intelligent Systems, HAIS 2019, held in León, Spain, in September 2019. The 64 full papers published in this volume were carefully reviewed and selected from 134 submissions. They are organized in the following topical sections: data mining, knowledge discovery and big data; bio-inspired models and evolutionary computation; learning algorithms; visual analysis and advanced data processing techniques; data mining applications; and hybrid intelligent applications.
Testing Modified Confusion Entropy as Split Criterion for Decision Trees
José David Núñez González, Alexander Gonzalo de Sá, Manuel Graña Romay
págs. 3-13
Generating a Question Answering System from Text Causal Relations
Eduardo C. Garrido Merchán, Cristina Puente Águeda, José Ángel Olivas Varela
págs. 14-25
Creation of a Distributed NoSQL Database with Distributed Hash Tables
Agustín San Román Guzmán, Diego Valdeolmillos Villaverde, Alberto Rivas, María Angélica González Arrieta, Pablo Chamoso Santos
págs. 26-37
Study of Data Pre-processing for Short-Term Prediction of Heat Exchanger Behaviour Using Time Series
Bruno Baruque Zanón, Esteban Jove Pérez, Santiago Porras Alfonso, José Luis Calvo Rolle
págs. 38-49
págs. 50-60
págs. 61-72
págs. 73-84
págs. 85-96
Improving Comparative Radiography by Multi-resolution 3D-2D Evolutionary Image Registration
Óscar Gómez Casado, Óscar Ibáñez Panizo, Andrea Valsecchi, Óscar Cordón García
págs. 99-110
Evolutionary Algorithm for Pathways Detection in GWAS Studies
Fidel Díez Díaz, Fernando Sánchez Lasheras, Francisco Javier de Cos Juez, Vicente Martín Sánchez
págs. 111-122
págs. 123-132
d(Tree)-by-dx: automatic and Exact Differentiation of Genetic Programming Trees
Peter Rockett, Yuri Kaszubowski Lopes, Tiantian Dou, Elizabeth A. Hathway
págs. 133-144
págs. 145-156
págs. 157-167
Analysis of MOEA/D Approaches for Inferring Ancestral Relationships
Sergio Santander Jiménez, Miguel Ángel Vega Rodríguez, Leonel Sousa
págs. 168-180
págs. 181-192
Haploid Versus Diploid Genetic Algorithms: a Comparative Study
págs. 193-205
Entropy and Organizational Performance
José Carlos Ferreira Maia Neves, Nuno Maia, Maria Goreti Carvalho Marreiros, Mariana Neves, Ana Fernandes, Jorge Manuel Ferreira Barbosa Ribeiro, Isabel Araújo, Nuno Araújo, Liliana Ávidos, Filipa Ferraz, António Capita, Nicolás Lori, Victor Alves, Henrique Vicente
págs. 206-217
A Semi-supervised Method to Classify Educational Videos
Alexandru Stefan Stoica, Stella María Heras Barberá, Javier Palanca Cámara, Vicente J. Julián Inglada, Marian Cristian Mihaescu
págs. 218-228
págs. 229-240
Evaluating Strategies for Selecting Test Datasets in Recommender Systems
Francisco Pajuelo Holguera, Juan Antonio Gómez Pulido, Fernando Ortega
págs. 243-253
Use of Natural Language Processing to Identify Inappropriate Content in Text
Sergio Merayo Alba, Eduardo Fidalgo Fernández, Víctor González Castro, Rocío Aláiz Rodríguez, Javier Velasco Mata
págs. 254-263
págs. 264-274
págs. 275-286
págs. 287-298
Towards a Custom Designed Mechanism for Indexing and Retrieving Video Transcripts
Gabriel Turcu, Stella María Heras Barberá, Javier Palanca Cámara, Vicente J. Julián Inglada, Marian Cristian Mihaescu
págs. 299-309
Active Image Data Augmentation
Flávio Arthur O. Santos, Cleber Zanchettin, Leonardo Nogueira Matos, Paulo Novais
págs. 310-321
págs. 322-331
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
págs. 335-345
Iago Vázquez, José Ramón Villar Flecha, Javier Sedano Franco, Svetlana Simić, Enrique Antonio de la Cal Marín
págs. 346-357
On the Influence of Admissible Orders in IVOVO
Mikel Uriz Martín, Daniel Paternain Dallo, Humberto Bustince Sola, Mikel Galar Idoate
págs. 358-369
Does the Order of Attributes Play an Important Role in Classification?
Antonio Javier Tallón Ballesteros, Simon Fong, Rocío Leal Díaz
págs. 370-380
The Contract Random Interval Spectral Ensemble (c-RISE): the Effect of Contracting a Classifier on Accuracy
págs. 381-392
Graph-Based Knowledge Inference for Style-Directed Architectural Design
Agnieszka Mars, Ewa Grabska, Grażyna Ślusarczyk, Barbara Strug
págs. 393-403
A Convex Formulation of SVM-Based Multi-task Learning
Carlos Ruiz, Carlos María Alaiz Gudín, José Ramón Dorronsoro Ibero
págs. 404-415
Influence Maximization and Extremal Optimization
Tamás Képes, Noémi Gaskó, Rodica Ioana Lung, Mihai-Alexandru Suciu
págs. 416-427
págs. 431-443
Botnet Detection on TCP Traffic Using Supervised Machine Learning
Javier Velasco Mata, Eduardo Fidalgo Fernández, Víctor González Castro, Enrique Alegre Gutiérrez, Pablo Blanco Medina
págs. 444-455
Classifying Pastebin Content Through the Generation of PasteCC Labeled Dataset
Adrián Riesco Rodríguez, Eduardo Fidalgo Fernández, Mhd Wesam Al Nabki, Francisco Jáñez Martino, Enrique Alegre Gutiérrez
págs. 456-467
Network Traffic Analysis for Android Malware Detection
José Gaviria de la Puerta, Iker Pastor López, Borja Sanz Urquijo, Pablo García Bringas
págs. 468-479
Inferring Knowledge from Clinical Data for Anesthesia Automation
José Manuel González Cava, Iván Castilla Rodríguez, José Antonio Reboso Morales, Ana León, María Martín, Esteban Jove Pérez, José Luis Calvo Rolle, Juan Albino Méndez Pérez
págs. 480-491
Anomaly Detection Over an Ultrasonic Sensor in an Industrial Plant
Esteban Jove Pérez, José-Luis Casteleiro-Roca, José Manuel González Cava, Héctor Quintián Pardo, Héctor Alaiz Moretón, Bruno Baruque Zanón, Juan Albino Méndez Pérez, José Luis Calvo Rolle
págs. 492-503
A Machine Learning Approach to Determine Abundance of Inclusions in Stainless Steel
Héctor Mesa Jiménez, Daniel Urda Muñoz, Juan Jesús Ruiz Aguilar, José Antonio Moscoso López, Juan F. Almagro, Patricia Acosta, Ignacio José Turias Domínguez
págs. 504-513
Measuring Lower Limb Alignment and Joint Orientation Using Deep Learning Based Segmentation of Bones
Kamil Kwolek, Adrian Brychcy, Bogdan Kwolek, Wojciech Marczyński
págs. 514-525
págs. 526-539
Application of Extractive Text Summarization Algorithms to Speech-to-Text Media
Victor Domínguez M., Eduardo Fidalgo Fernández, Rubel Biswas, Enrique Alegre Gutiérrez, Laura Fernández Robles
págs. 540-550
págs. 551-562
José Antonio Moscoso López, Juan Jesús Ruiz Aguilar, Francisco Javier González Enrique, Daniel Urda Muñoz, Héctor Mesa Jiménez, Ignacio José Turias Domínguez
págs. 563-574
Modeling a Mobile Group Recommender System for Tourism with Intelligent Agents and Gamification
Patrícia Alves, João Carneiro, Maria Goreti Carvalho Marreiros, Paulo Novais
págs. 577-588
Orthogonal Properties of Asymmetric Neural Networks with Gabor Filters
Naohiro Ishii, Toshinori Deguchi, Masashi Kawaguchi, Hiroshi Sasaki, Tokuro Matsuo
págs. 589-601
págs. 602-613
págs. 614-624
Road Lane Landmark Extraction: a State-of-the-art Review
Asier Izquierdo Pérez, José Manuel López Guede, Manuel Graña Romay
págs. 625-635
CAPAS: a Context-Aware System Architecture for Physical Activities Monitoring
Paulo Ferreira, Leandro Freitas, Pedro Rangel Henriques, Paulo Novais, Juan Luis Pavón Mestras
págs. 636-647
Anomaly Detection Using Gaussian Mixture Probability Model to Implement Intrusion Detection System
Roberto Blanco, Pedro José Malagón Marzo, Samira Briongos Herrero, José Manuel Moya Fernández
págs. 648-659
págs. 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 Herrera Granda, Erick P. Herrera Granda, Paul David Rosero Montalvo, Diego Hernán Peluffo Ordoñez, Xiomara Patricia Blanco Valencia
págs. 674-685
Urban Pollution Environmental Monitoring System Using IoT Devices and Data Visualization: a Case Study
Paul David Rosero Montalvo, Vivian Félix López Batista, Diego Hernán Peluffo Ordoñez, Leandro L. Lorente Leyva, Xiomara Patricia Blanco Valencia
págs. 686-696
págs. 697-709
Prediction of Student Performance Through an Intelligent Hybrid Model
Héctor Alaiz Moretón, José Antonio López Vázquez, Héctor Quintián Pardo, José-Luis Casteleiro-Roca, Esteban Jove Pérez, José Luis Calvo Rolle
págs. 710-721
A Hybrid Automatic Classification Model for Skin Tumour Images
Svetlana Simić, Svetislav D. Simić, Zorana Banković, Milana Ivkov Simić, José Ramón Villar Flecha, Dragan Simić
págs. 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 del Castillo, Hilde Pérez García
págs. 734-744
Surface Defect Modelling Using Co-occurrence Matrix and Fast Fourier Transformation
Iker Pastor López, Borja Sanz Urquijo, José Gaviria de la Puerta, Pablo García Bringas
págs. 745-757
Reinforcement Learning Experiments Running Efficiently over Widly Heterogeneous Computer Farms
Borja Fernández Gauna, Xabier Larrucea Uriarte, Manuel Graña Romay
págs. 758-769
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