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ORCID14th HAIS 2019: León, Spain
- Hilde Pérez García, Lidia Sánchez-González, Manuel Castejón Limas, Héctor Quintián-Pardo, Emilio S. Corchado Rodríguez:
Hybrid Artificial Intelligent Systems - 14th International Conference, HAIS 2019, León, Spain, September 4-6, 2019, Proceedings. Lecture Notes in Computer Science 11734, Springer 2019, ISBN 978-3-030-29858-6
Data Mining, Knowledge Discovery and Big Data
- J. David Nuñez-Gonzalez
, Alexander Gonzalo de Sá, Manuel Graña:
Testing Modified Confusion Entropy as Split Criterion for Decision Trees. 3-13 - Eduardo C. Garrido-Merchán, Cristina Puente, José Angel Olivas:
Generating a Question Answering System from Text Causal Relations. 14-25 - Agustín San Román Guzmán, Diego Valdeolmillos, Alberto Rivas, Angélica González Arrieta, Pablo Chamoso:
Creation of a Distributed NoSQL Database with Distributed Hash Tables. 26-37 - Bruno Baruque, Esteban Jove, Santiago Porras, José Luís Calvo-Rolle:
Study of Data Pre-processing for Short-Term Prediction of Heat Exchanger Behaviour Using Time Series. 38-49 - James Large, Paul Southam, Anthony J. Bagnall:
Can Automated Smoothing Significantly Improve Benchmark Time Series Classification Algorithms? 50-60 - José A. Sáez, Pablo J. Villacorta, Emilio Corchado:
Dataset Weighting via Intrinsic Data Characteristics for Pairwise Statistical Comparisons in Classification. 61-72 - Bogdan Eduard-Madalin Mursa, Anca Andreica, Laura Diosan:
Mining Network Motif Discovery by Learning Techniques. 73-84 - Anna Larionova, Polina Kazakova, Nikita Nikitinsky:
Deep Structured Semantic Model for Recommendations in E-commerce. 85-96
Bio-inspired Models and Evolutionary Computation
- Óscar Gómez, Óscar Ibáñez, Andrea Valsecchi, Oscar Cordón:
Improving Comparative Radiography by Multi-resolution 3D-2D Evolutionary Image Registration. 99-110 - Fidel Díez Díaz, Fernando Sánchez Lasheras, Francisco Javier de Cos Juez, Vicente Martín Sánchez:
Evolutionary Algorithm for Pathways Detection in GWAS Studies. 111-122 - Tae-Young Kim, Sung-Bae Cho:
Particle Swarm Optimization-Based CNN-LSTM Networks for Anomalous Query Access Control in RBAC-Administered Model. 123-132 - Peter I. Rockett, Yuri Kaszubowski Lopes, Tiantian Dou, Elizabeth A. Hathway:
d(Tree)-by-dx: Automatic and Exact Differentiation of Genetic Programming Trees. 133-144 - Seok-Jun Bu, Sung-Bae Cho:
Genetic Algorithm-Based Deep Learning Ensemble for Detecting Database Intrusion via Insider Attack. 145-156 - Ovidiu Cosma, Petrica C. Pop, Cosmin Sabo:
An Efficient Hybrid Genetic Algorithm for Solving a Particular Two-Stage Fixed-Charge Transportation Problem. 157-167 - Sergio Santander-Jiménez, Miguel A. Vega-Rodríguez, Leonel Sousa:
Analysis of MOEA/D Approaches for Inferring Ancestral Relationships. 168-180 - Eduardo Dulce, Francisco Javier Martínez de Pisón:
Parsimonious Modeling for Estimating Hospital Cooling Demand to Reduce Maintenance Costs and Power Consumption. 181-192 - Adrian Petrovan, Petrica Pop Sitar, Oliviu Matei:
Haploid Versus Diploid Genetic Algorithms. A Comparative Study. 193-205 - José Neves, Nuno Maia, Goreti Marreiros, Mariana Neves, Ana Fernandes, Jorge Ribeiro, Isabel Araújo, Nuno Araújo, Liliana Ávidos, Filipa Ferraz, António Capita, Nicolás F. Lori, Victor Alves, Henrique Vicente:
Entropy and Organizational Performance. 206-217 - Alexandru Stefan Stoica, Stella Heras, Javier Palanca, Vicente Julián, Marian Cristian Mihaescu:
A Semi-supervised Method to Classify Educational Videos. 218-228 - Juan Abascal, Miguel A. Patricio, Antonio Berlanga, José M. Molina:
New Approach for the Aesthetic Improvement of Images Through the Combination of Convolutional Neural Networks and Evolutionary Algorithms. 229-240
Learning Algorithms
- Francisco Pajuelo-Holguera, Juan Antonio Gómez Pulido, Fernando Ortega:
Evaluating Strategies for Selecting Test Datasets in Recommender Systems. 243-253 - Sergio Merayo-Alba, Eduardo Fidalgo, Víctor González-Castro, Rocío Alaíz-Rodríguez, Javier Velasco-Mata:
Use of Natural Language Processing to Identify Inappropriate Content in Text. 254-263 - Emine Cengil, Ahmet Çinar:
Classification of Human Driving Behaviour Images Using Convolutional Neural Network Architecture. 264-274 - Christopher Klecker, Ashraf Saad:
Building a Classification Model Using Affinity Propagation. 275-286 - Pawel Zyblewski, Michal Wozniak:
Clustering-Based Ensemble Pruning and Multistage Organization Using Diversity. 287-298 - Gabriel Turcu, Stella Heras, Javier Palanca, Vicente Julián, Marian Cristian Mihaescu:
Towards a Custom Designed Mechanism for Indexing and Retrieving Video Transcripts. 299-309 - Flávio Arthur Oliveira Santos, Cleber Zanchettin, Leonardo Nogueira Matos, Paulo Novais:
Active Image Data Augmentation. 310-321 - Thouraya Aouled Messaoud, Abir Smiti, Aymen Louati:
A Novel Density-Based Clustering Approach for Outlier Detection in High-Dimensional Data. 322-331
Visual Analysis and Advanced Data Processing Techniques
- Francisco García Riesgo, Sergio Luis Suárez Gómez, Fernando Sánchez Lasheras, Carlos González-Gutiérrez, Carmen Peñalver San Cristóbal, Francisco Javier de Cos Juez:
Convolutional CARMEN: Tomographic Reconstruction for Night Observation. 335-345 - Iago Vázquez, José Ramón Villar, Javier Sedano, Svetlana Simic, Enrique A. de la Cal:
A Proof of Concept in Multivariate Time Series Clustering Using Recurrent Neural Networks and SP-Lines. 346-357 - Mikel Uriz, Daniel Paternain, Humberto Bustince, Mikel Galar:
On the Influence of Admissible Orders in IVOVO. 358-369 - Antonio J. Tallón-Ballesteros, Simon Fong, Rocío Leal-Díaz:
Does the Order of Attributes Play an Important Role in Classification? 370-380 - Michael Flynn, James Large, Tony Bagnall:
The Contract Random Interval Spectral Ensemble (c-RISE): The Effect of Contracting a Classifier on Accuracy. 381-392 - Agnieszka Mars, Ewa Grabska, Grazyna Slusarczyk, Barbara Strug:
Graph-Based Knowledge Inference for Style-Directed Architectural Design. 393-403 - Carlos Ruiz, Carlos M. Alaíz, José R. Dorronsoro:
A Convex Formulation of SVM-Based Multi-task Learning. 404-415 - Tamás Képes, Noémi Gaskó, Rodica Ioana Lung, Mihai-Alexandru Suciu:
Influence Maximization and Extremal Optimization. 416-427
Data Mining Applications
- Miguel Cárdenas-Montes:
Forecast Daily Air-Pollution Time Series with Deep Learning. 431-443 - Javier Velasco-Mata, Eduardo Fidalgo, Víctor González-Castro, Enrique Alegre, Pablo Blanco-Medina:
Botnet Detection on TCP Traffic Using Supervised Machine Learning. 444-455 - Adrián Riesco, Eduardo Fidalgo, Mhd Wesam Al Nabki, Francisco Jáñez-Martino, Enrique Alegre:
Classifying Pastebin Content Through the Generation of PasteCC Labeled Dataset. 456-467 - José Gaviria de la Puerta, Iker Pastor-López, Borja Sanz, Pablo García Bringas:
Network Traffic Analysis for Android Malware Detection. 468-479 - Jose M. Gonzalez-Cava, Iván Castilla-Rodríguez, José Antonio Reboso, Ana León, María Martín, Esteban Jove-Pérez, José Luís Calvo-Rolle, Juan Albino Méndez Pérez:
Inferring Knowledge from Clinical Data for Anesthesia Automation. 480-491 - Esteban Jove, José Luís Casteleiro-Roca, Jose Manuel González-Cava, Héctor Quintián, Héctor Alaiz-Moretón, Bruno Baruque, Juan Albino Méndez Pérez, José Luís Calvo-Rolle:
Anomaly Detection Over an Ultrasonic Sensor in an Industrial Plant. 492-503 - Héctor Mesa, Daniel Urda, Juan J. Ruiz-Aguilar, José Antonio Moscoso López, Juan Almagro, Patricia Acosta, Ignacio J. Turias:
A Machine Learning Approach to Determine Abundance of Inclusions in Stainless Steel. 504-513 - Kamil Kwolek, Adrian Brychcy, Bogdan Kwolek, Wojciech Marczynski:
Measuring Lower Limb Alignment and Joint Orientation Using Deep Learning Based Segmentation of Bones. 514-525 - Bochra Rabbouch, Foued Saâdaoui, Rafaa Mraihi:
Constraint Programming Based Algorithm for Solving Large-Scale Vehicle Routing Problems. 526-539 - Domínguez M. Victor, Eduardo F. Fidalgo, Rubel Biswas, Enrique Alegre, Laura Fernández-Robles:
Application of Extractive Text Summarization Algorithms to Speech-to-Text Media. 540-550 - Timur Sokhin, Nikolay Butakov, Denis A. Nasonov:
User Profiles Matching for Different Social Networks Based on Faces Identification. 551-562 - José Antonio Moscoso López, Juan Jesús Ruiz-Aguilar, Javier González-Enrique, Daniel Urda, Héctor Mesa, Ignacio J. Turias:
Ro-Ro Freight Prediction Using a Hybrid Approach Based on Empirical Mode Decomposition, Permutation Entropy and Artificial Neural Networks. 563-574
Hybrid Intelligent Applications
- Patrícia Alves, João Carneiro, Goreti Marreiros, Paulo Novais:
Modeling a Mobile Group Recommender System for Tourism with Intelligent Agents and Gamification. 577-588 - Naohiro Ishii, Toshinori Deguchi, Masashi Kawaguchi, Hiroshi Sasaki, Tokuro Matsuo:
Orthogonal Properties of Asymmetric Neural Networks with Gabor Filters. 589-601 - Nam Tu Nguen, Shinji Sako, Bogdan Kwolek:
Deep CNN-Based Recognition of JSL Finger Spelling. 602-613 - Mariusz Topolski, Katarzyna Topolska:
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. 614-624 - Asier Izquierdo, José Manuel López-Guede, Manuel Graña:
Road Lane Landmark Extraction: A State-of-the-art Review. 625-635 - Paulo Ferreira, Leandro Oliveira Freitas, Pedro Rangel Henriques, Paulo Novais, Juan Pavón:
CAPAS: A Context-Aware System Architecture for Physical Activities Monitoring. 636-647 - Roberto Blanco, Pedro Malagón, Samira Briongos, José Manuel Moya:
Anomaly Detection Using Gaussian Mixture Probability Model to Implement Intrusion Detection System. 648-659 - Pawel Ksieniewicz:
Combining Random Subspace Approach with smote Oversampling for Imbalanced Data Classification. 660-673 - Leandro Leonardo Lorente-Leyva, Jefferson R. Murillo-Valle, Yakcleem Montero-Santos, Israel David Herrera-Granda, Erick P. Herrera-Granda, Paul D. Rosero-Montalvo, Diego Hernán Peluffo-Ordóñez, Xiomara P. Blanco-Valencia:
Optimization of the Master Production Scheduling in a Textile Industry Using Genetic Algorithm. 674-685 - Paul D. Rosero-Montalvo, Vivian F. López Batista, Diego Hernán Peluffo-Ordóñez, Leandro Leonardo Lorente-Leyva, X. P. Blanco-Valencia:
Urban Pollution Environmental Monitoring System Using IoT Devices and Data Visualization: A Case Study. 686-696 - Saulo D. de S. Pedro, Estevam R. Hruschka Jr.:
Crowd-Powered Systems to Diminish the Effects of Semantic Drift. 697-709 - Héctor Alaiz-Moretón, José Antonio López-Vázquez, Héctor Quintián, José Luís Casteleiro-Roca, Esteban Jove, José Luís Calvo-Rolle:
Prediction of Student Performance Through an Intelligent Hybrid Model. 710-721 - Svetlana Simic, Svetislav D. Simic, Zorana Bankovic, Milana Ivkov-Simic, José Ramón Villar, Dragan Simic:
A Hybrid Automatic Classification Model for Skin Tumour Images. 722-733 - Manuel Castejón Limas, Lidia Sánchez-González, Javier Díez-González, Laura Fernández-Robles, Virginia Riego, Hilde Pérez:
Texture Descriptors for Automatic Estimation of Workpiece Quality in Milling. 734-744 - Iker Pastor-López, Borja Sanz, José Gaviria de la Puerta, Pablo García Bringas:
Surface Defect Modelling Using Co-occurrence Matrix and Fast Fourier Transformation. 745-757 - Borja Fernández-Gauna, Xabier Larrucea, Manuel Graña:
Reinforcement Learning Experiments Running Efficiently over Widly Heterogeneous Computer Farms. 758-769
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