Información General

• Autores: Hilde Pérez García (coord.), Lidia Sánchez González (coord.), Manuel Castejón Limas (coord.), Héctor Quintián Pardo (coord.), Emilio Santiago Corchado Rodríguez (coord.)
• Editores: Springer Suiza
• Año de publicación: 2019
• Colecciones: Lecture Notes in Artificial Intelligence, 11734
• País: Suiza
• Idioma: inglés
• ISBN: 978-3-030-29858-6, 978-3-030-29859-3
• Títulos paralelos:
  • Sistemas híbridos de inteligencia artificial. 14.ª conferencia internacional HAIS 2019: León, España, septIembre 4–6, 2019. Actas
• Recoge los contenidos presentados a: Hybrid Artificial Intelligent Systems (14. 2019. León).
• Texto completo no disponible (Saber más ...)

Resumen

• 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.

Otros catálogos

• Red de Bibliotecas Universitarias (REBIUN)

Listado de artículos

• • Data Mining, Knowledge Discovery and Big Data

    • Testing Modified Confusion Entropy as Split Criterion for Decision Trees

      José David Núñez González, Alexander Gonzalo de Sá, Manuel Graña Romay

      • Resumen
      • Texto completo

      págs. 3-13

      

    • Generating a Question Answering System from Text Causal Relations

      Eduardo C. Garrido Merchán, Cristina Puente Águeda, José Ángel Olivas Varela

      • Resumen
      • Texto completo

      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

      • Resumen
      • Texto completo

      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

      • Resumen
      • Texto completo

      págs. 38-49

      

    • Can Automated Smoothing Significantly Improve Benchmark Time Series Classification Algorithms?

      James Large, Paul Southam, Anthony Bagnall

      • Resumen
      • Texto completo

      págs. 50-60

      

    • Dataset Weighting via Intrinsic Data Characteristics for Pairwise Statistical Comparisons in Classification

      José A. Sáez, Pablo José Villacorta Iglesias, Emilio Santiago Corchado Rodríguez

      • Resumen
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      págs. 61-72

      

    • Mining Network Motif Discovery by Learning Techniques

      Bogdan Eduard Mădălin Mursa, Anca Andreica, Laura Dioşan

      • Resumen
      • Texto completo

      págs. 73-84

      

    • Deep Structured Semantic Model for Recommendations in E-commerce

      Anna Larionova, Polina Kazakova, Nikita Nikitinsky

      • Resumen
      • Texto completo

      págs. 85-96

      

  • Bio-inspired Models and Evolutionary Computation

    • Improving Comparative Radiography by Multi-resolution 3D-2D Evolutionary Image Registration

      Óscar Gómez Casado, Óscar Ibáñez Panizo, Andrea Valsecchi, Óscar Cordón García

      • Resumen
      • Texto completo

      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

      • Resumen
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      págs. 111-122

      

    • Particle Swarm Optimization-Based CNN-LSTM Networks for Anomalous Query Access Control in RBAC-Administered Model

      Tae-Young Kim, Sung-Bae Cho

      • Resumen
      • Texto completo

      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

      • Resumen
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      págs. 133-144

      

    • Genetic Algorithm-Based Deep Learning Ensemble for Detecting Database Intrusion via Insider Attack

      Seok-Jun Bu, Sung-Bae Cho

      • Resumen
      • Texto completo

      págs. 145-156

      

    • An Efficient Hybrid Genetic Algorithm for Solving a Particular Two-Stage Fixed-Charge Transportation Problem

      Ovidiu Cosma, Petrică Pop, Cosmin Sabo

      • Resumen
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      págs. 157-167

      

    • Analysis of MOEA/D Approaches for Inferring Ancestral Relationships

      Sergio Santander Jiménez, Miguel Ángel Vega Rodríguez, Leonel Sousa

      • Resumen
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      págs. 168-180

      

    • Parsimonious Modeling for Estimating Hospital Cooling Demand to Reduce Maintenance Costs and Power Consumption

      Eduardo Dulce Chamorro, Francisco Javier Martínez de Pisón Ascacíbar

      • Resumen
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      págs. 181-192

      

    • Haploid Versus Diploid Genetic Algorithms: a Comparative Study

      Adrian Petrovan, Petrică Pop, Oliviu Matei

      • Resumen
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      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

      • Resumen
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      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

      • Resumen
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      págs. 218-228

      

    • New Approach for the Aesthetic Improvement of Images Through the Combination of Convolutional Neural Networks and Evolutionary Algorithms

      Juan Abascal, Miguel Ángel Patricio Guisado, Antonio Berlanga de Jesús, José Manuel Molina López

      • Resumen
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      págs. 229-240

      

  • Learning Algorithms

    • Evaluating Strategies for Selecting Test Datasets in Recommender Systems

      Francisco Pajuelo Holguera, Juan Antonio Gómez Pulido, Fernando Ortega

      • Resumen
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      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

      • Resumen
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      págs. 254-263

      

    • Classification of Human Driving Behaviour Images Using Convolutional Neural Network Architecture

      Emine Cengil, Ahmet Çınar

      • Resumen
      • Texto completo

      págs. 264-274

      

    • Building a Classification Model Using Affinity Propagation

      Christopher Klecker, Ashraf Saad

      • Resumen
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      págs. 275-286

      

    • Clustering-Based Ensemble Pruning and Multistage Organization Using Diversity

      Paweł Zyblewski, Michał Woźniak

      • Resumen
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      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

      • Resumen
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      págs. 299-309

      

    • Active Image Data Augmentation

      Flávio Arthur O. Santos, Cleber Zanchettin, Leonardo Nogueira Matos, Paulo Novais

      • Resumen
      • Texto completo

      págs. 310-321

      

    • A Novel Density-Based Clustering Approach for Outlier Detection in High-Dimensional Data

      Thouraya Aouled Messaoud, Abir Smiti, Aymen Louati

      • Resumen
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      págs. 322-331

      

  • Visual Analysis and Advanced Data Processing Techniques

    • 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

      • Resumen
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      págs. 335-345

      

    • A Proof of Concept in Multivariate Time Series Clustering Using Recurrent Neural Networks and SP-Lines

      Iago Vázquez, José Ramón Villar Flecha, Javier Sedano Franco, Svetlana Simić, Enrique Antonio de la Cal Marín

      • Resumen
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      págs. 346-357

      

    • On the Influence of Admissible Orders in IVOVO

      Mikel Uriz Martín, Daniel Paternain Dallo, Humberto Bustince Sola, Mikel Galar Idoate

      • Resumen
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      págs. 358-369

      

    • Does the Order of Attributes Play an Important Role in Classification?

      Antonio Javier Tallón Ballesteros, Simon Fong, Rocío Leal Díaz

      • Resumen
      • Texto completo

      págs. 370-380

      

    • The Contract Random Interval Spectral Ensemble (c-RISE): the Effect of Contracting a Classifier on Accuracy

      Michael Flynn, James Large, Tony Bagnall

      • Resumen
      • Texto completo

      págs. 381-392

      

    • Graph-Based Knowledge Inference for Style-Directed Architectural Design

      Agnieszka Mars, Ewa Grabska, Grażyna Ślusarczyk, Barbara Strug

      • Resumen
      • Texto completo

      págs. 393-403

      

    • A Convex Formulation of SVM-Based Multi-task Learning

      Carlos Ruiz, Carlos María Alaiz Gudín, José Ramón Dorronsoro Ibero

      • Resumen
      • Texto completo

      págs. 404-415

      

    • Influence Maximization and Extremal Optimization

      Tamás Képes, Noémi Gaskó, Rodica Ioana Lung, Mihai-Alexandru Suciu

      • Resumen
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      págs. 416-427

      

  • Data Mining Applications

    • Forecast Daily Air-Pollution Time Series with Deep Learning

      Miguel Cárdenas Montes

      • Resumen
      • Texto completo

      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

      • Resumen
      • Texto completo

      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

      • Resumen
      • Texto completo

      págs. 456-467

      

    • Network Traffic Analysis for Android Malware Detection

      José Gaviria de la Puerta, Iker Pastor López, Borja Sanz Urquijo, Pablo García Bringas

      • Resumen
      • Texto completo

      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

      • Resumen
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      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

      • Resumen
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      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

      • Resumen
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      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

      • Resumen
      • Texto completo

      págs. 514-525

      

    • Constraint Programming Based Algorithm for Solving Large-Scale Vehicle Routing Problems

      Bochra Rabbouch, Foued Saâdaoui, Rafaa Mraihi

      • Resumen
      • Texto completo

      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

      • Resumen
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      págs. 540-550

      

    • User Profiles Matching for Different Social Networks Based on Faces Identification

      Timur Sokhin, Nikolay Butakov, Denis Nasonov

      • Resumen
      • Texto completo

      págs. 551-562

      

    • Ro-Ro Freight Prediction Using a Hybrid Approach Based on Empirical Mode Decomposition, Permutation Entropy and Artificial Neural Networks

      José Antonio Moscoso López, Juan Jesús Ruiz Aguilar, Francisco Javier González Enrique, Daniel Urda Muñoz, Héctor Mesa Jiménez, Ignacio José Turias Domínguez

      • Resumen
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      págs. 563-574

      

  • Hybrid Intelligent Applications

    • Modeling a Mobile Group Recommender System for Tourism with Intelligent Agents and Gamification

      Patrícia Alves, João Carneiro, Maria Goreti Carvalho Marreiros, Paulo Novais

      • Resumen
      • Texto completo

      págs. 577-588

      

    • Orthogonal Properties of Asymmetric Neural Networks with Gabor Filters

      Naohiro Ishii, Toshinori Deguchi, Masashi Kawaguchi, Hiroshi Sasaki, Tokuro Matsuo

      • Resumen
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      págs. 589-601

      

    • Deep CNN-Based Recognition of JSL Finger Spelling

      Nam Tu Nguen, Shinji Sako, Bogdan Kwolek

      • Resumen
      • Texto completo

      págs. 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 Tapolska Jozwiak

      • Resumen
      • Texto completo

      págs. 614-624

      

    • Road Lane Landmark Extraction: a State-of-the-art Review

      Asier Izquierdo Pérez, José Manuel López Guede, Manuel Graña Romay

      • Resumen
      • Texto completo

      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

      • Resumen
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      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

      • Resumen
      • Texto completo

      págs. 648-659

      

    • Combining "Random Subspace" Approach with smote Oversampling for Imbalanced Data Classification

      Pawel Ksieniewicz

      • Resumen
      • Texto completo

      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

      • Resumen
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      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

      • Resumen
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      págs. 686-696

      

    • Crowd-Powered Systems to Diminish the Effects of Semantic Drift

      Saulo D.S. Pedro, Estevam R. Hruschka Jr.

      • Resumen
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      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

      • Resumen
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      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

      • Resumen
      • Texto completo

      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

      • Resumen
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      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

      • Resumen
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      págs. 745-757

      

    • Reinforcement Learning Experiments Running Efficiently over Widly Heterogeneous Computer Farms

      Borja Fernández Gauna, Xabier Larrucea Uriarte, Manuel Graña Romay

      • Resumen
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      págs. 758-769