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ORCID13th HAIS 2018: Oviedo, Spain
- Francisco Javier de Cos Juez, José Ramón Villar, Enrique A. de la Cal, Álvaro Herrero, Héctor Quintián, José Antonio Sáez, Emilio Corchado:
Hybrid Artificial Intelligent Systems - 13th International Conference, HAIS 2018, Oviedo, Spain, June 20-22, 2018, Proceedings. Lecture Notes in Computer Science 10870, Springer 2018, ISBN 978-3-319-92638-4
Data Mining, Knowledge Discovery and Big Data
- Luis Omar Colombo-Mendoza
, José Antonio García-Díaz, Juan Miguel Gómez-Berbís, Rafael Valencia-García:
A Deep Learning-Based Recommendation System to Enable End User Access to Financial Linked Knowledge. 3-14 - Diego García-Gil, Sergio Ramírez-Gallego, Salvador García, Francisco Herrera:
On the Use of Random Discretization and Dimensionality Reduction in Ensembles for Big Data. 15-26 - Jin-Young Kim, Seok-Jun Bu, Sung-Bae Cho:
Hybrid Deep Learning Based on GAN for Classifying BSR Noises from Invehicle Sensors. 27-38 - Diego Sánchez-Moreno, María N. Moreno García, Nasim Sonboli, Bamshad Mobasher, Robin Burke:
Inferring User Expertise from Social Tagging in Music Recommender Systems for Streaming Services. 39-49 - Furkan Göz, Alev Mutlu:
Learning Logical Definitions of n-Ary Relations in Graph Databases. 50-61 - Francisco Javier Martínez de Pisón, Ruben Gonzalez-Sendino, Javier Ferreiro-Cabello, Esteban Fraile-Garcia, Alpha V. Pernía-Espinoza:
GAparsimony: An R Package for Searching Parsimonious Models by Combining Hyperparameter Optimization and Feature Selection. 62-73 - Sergio Luis Suárez Gómez, Carlos González-Gutiérrez, Enrique Díez Alonso, Jesús Daniel Santos Rodríguez, María Luisa Sánchez Rodríguez, Jorge Carballido-Landeira, Alastair Basden, James Osborn:
Improving Adaptive Optics Reconstructions with a Deep Learning Approach. 74-83 - Patrick G. Clark, Cheng Gao, Jerzy W. Grzymala-Busse, Teresa Mroczek, Rafal Niemiec:
Complexity of Rule Sets in Mining Incomplete Data Using Characteristic Sets and Generalized Maximal Consistent Blocks. 84-94 - Israel David Herrera-Granda, Leandro Leonardo Lorente-Leyva, Diego Hernán Peluffo-Ordóñez, Robert M. Valencia-Chapi, Yakcleem Montero-Santos, Jorge L. Chicaiza-Vaca, Andrés Eduardo Castro-Ospina:
Optimization of the University Transportation by Contraction Hierarchies Method and Clustering Algorithms. 95-107 - Krzysztof Rudek, Jaroslaw Kozlak:
Identification of Patterns in Blogosphere Considering Social Positions of Users and Reciprocity of Relations. 108-119 - David Gutiérrez-Avilés, J. A. Fábregas, J. Tejedor, Francisco Martínez-Álvarez, Alicia Troncoso, A. Arcos, José C. Riquelme:
SmartFD: A Real Big Data Application for Electrical Fraud Detection. 120-130 - José A. Sáez, Héctor Quintián, Bartosz Krawczyk, Michal Wozniak, Emilio Corchado:
Multi-class Imbalanced Data Oversampling for Vertebral Column Pathologies Classification. 131-142
Bio-inspired Models and Evolutionary Computation
- Andrea Cimmino, Rafael Corchuelo:
A Hybrid Genetic-Bootstrapping Approach to Link Resources in the Web of Data. 145-157 - Iván Méndez-Jiménez, Miguel Cárdenas-Montes:
Modelling and Forecasting of the ^222Rn Radiation Level Time Series at the Canfranc Underground Laboratory. 158-170 - Héctor Alaiz-Moretón, José Luís Casteleiro-Roca, Laura Fernández-Robles, Esteban Jove, Manuel Castejón Limas, José Luís Calvo-Rolle:
Sensor Fault Detection and Recovery Methodology for a Geothermal Heat Exchanger. 171-184 - Naohiro Ishii, Toshinori Deguchi, Masashi Kawaguchi, Hiroshi Sasaki:
Distinctive Features of Asymmetric Neural Networks with Gabor Filters. 185-196 - Roberto Blanco, Juan J. Cilla, Pedro Malagón, Ignacio Penas, José Manuel Moya:
Tuning CNN Input Layout for IDS with Genetic Algorithms. 197-209 - Arturo Duran-Dominguez, Juan Antonio Gómez Pulido, David Rodríguez Lozano:
Improving the Accuracy of Prediction Applications by Efficient Tuning of Gradient Descent Using Genetic Algorithms. 210-221 - Enrique Bermejo Nievas, Manuel Chica, Sergio Damas, Sancho Salcedo-Sanz, Oscar Cordón:
Mono-modal Medical Image Registration with Coral Reef Optimization. 222-234 - Barbara Pes:
Evaluating Feature Selection Robustness on High-Dimensional Data. 235-247
Learning Algorithms
- David Crespo-Roces, Iván Méndez-Jiménez, Sancho Salcedo-Sanz, Miguel Cárdenas-Montes:
Generalized Probability Distribution Mixture Model for Clustering. 251-263 - Fernando O. Gallego, Rafael Corchuelo:
A Hybrid Approach to Mining Conditions. 264-276 - José Ramón Cano, Salvador García:
A First Attempt on Monotonic Training Set Selection. 277-288 - Aliya Aleryani, Wenjia Wang, Beatriz de la Iglesia:
Dealing with Missing Data and Uncertainty in the Context of Data Mining. 289-301 - Carlos Perales-González, Mariano Carbonero-Ruz, David Becerra-Alonso, Francisco Fernández-Navarro:
A Preliminary Study of Diversity in Extreme Learning Machines Ensembles. 302-314 - Tomas Kadavy, Michal Pluhacek, Adam Viktorin, Roman Senkerik:
Orthogonal Learning Firefly Algorithm. 315-326 - Andrés Felipe Giraldo-Forero, Andrés Felipe Cardona-Escobar, Andrés Eduardo Castro-Ospina:
Multi-label Learning by Hyperparameters Calibration for Treating Class Imbalance. 327-337 - Jakub Zgraja, Michal Wozniak:
Drifted Data Stream Clustering Based on ClusTree Algorithm. 338-349 - Antonio J. Tallón-Ballesteros, Luís Correia, Bing Xue:
Featuring the Attributes in Supervised Machine Learning. 350-362 - Nayat Sánchez Pi, Luis Martí, José M. Molina:
Applying VorEAl for IoT Intrusion Detection. 363-374
Visual Analysis and Advanced Data Processing Techniques
- Samad Barri Khojasteh, José Ramón Villar, Enrique A. de la Cal, Víctor M. González, Javier Sedano, Harun Resit Yazgan:
Evaluation of a Wrist-Based Wearable Fall Detection Method. 377-386 - Alfonso González-Briones, Javier Prieto, Juan M. Corchado, Yves Demazeau:
EnerVMAS: Virtual Agent Organizations to Optimize Energy Consumption Using Intelligent Temperature Calibration. 387-398 - Laura Fernández-Robles, Noelia Charro, Lidia Sánchez-González, Hilde Pérez, Manuel Castejón Limas, Javier Alfonso-Cendón:
Tool Wear Estimation and Visualization Using Image Sensors in Micro Milling Manufacturing. 399-410 - Sergio Luis Suárez Gómez, Carlos González-Gutiérrez, Enrique Díez Alonso, Jesús Daniel Santos Rodríguez, Laura Bonavera, Juan José Fernández-Valdivia, José Manuel Rodríguez-Ramos, Luis Fernando Rodríguez Ramos:
Compensating Atmospheric Turbulence with Convolutional Neural Networks for Defocused Pupil Image Wave-Front Sensors. 411-421 - Javier de Andrés, Manuel Landajo, Pedro Lorca:
Using Nonlinear Quantile Regression for the Estimation of Software Cost. 422-432 - Diego Vaquero-Melchor, Iván Campaña, Ana M. Bernardos, Luca Bergesio, Juan A. Besada:
A Distributed Drone-Oriented Architecture for In-Flight Object Detection. 433-445 - Ignacio A. Illán, J. Perez Matos, Javier Ramírez, Juan Manuel Górriz, Simon Y. Foo, Anke Meyer-Baese:
3D Gabor Filters for Chest Segmentation in DCE-MRI. 446-454 - Andrés Eduardo Castro-Ospina, A. M. Correa-Mira, Israel David Herrera-Granda, Diego Hernán Peluffo-Ordóñez, Hermes Alexander Fandiño Toro:
Fingertips Segmentation of Thermal Images and Its Potential Use in Hand Thermoregulation Analysis. 455-463
Data Mining Applications
- Fabio A. Yepes, Vivian F. López Batista, Javier Pérez-Marcos, Ana Belén Gil, Gabriel Villarrubia:
Listen to This: Music Recommendation Based on One-Class Support Vector Machine. 467-478 - Washington R. Padilla, Jesús García, José M. Molina:
Improving Forecasting Using Information Fusion in Local Agricultural Markets. 479-489 - Noelia Rico, Irene Díaz:
Chord Progressions Selection Based on Song Audio Features. 490-501 - Carlos Adriano Gonçalves, Eva Lorenzo Iglesias, Lourdes Borrajo, Rui Camacho, A. Seara Vieira, Célia Talma Gonçalves:
LearnSec: A Framework for Full Text Analysis. 502-513 - Enaitz Ezpeleta, Mikel Iturbe, Iñaki Garitano, Iñaki Vélez de Mendizabal, Urko Zurutuza:
A Mood Analysis on Youtube Comments and a Method for Improved Social Spam Detection. 514-525 - Chukwuka G. Monyei, Serestina Viriri:
An Improved Comfort Biased Smart Home Load Manager for Grid Connected Homes Under Direct Load Control. 526-536 - Esteban Jove, Jose M. Gonzalez-Cava, José Luís Casteleiro-Roca, Héctor Quintián, Juan Albino Méndez Pérez, José Luís Calvo-Rolle, Francisco Javier de Cos Juez, Ana León, María Martín, José Antonio Reboso:
Remifentanil Dose Prediction for Patients During General Anesthesia. 537-546 - Juan Enrique Sánchez Lasheras, Fernando Sánchez Lasheras, Carmen González-Donquiles, Adonina Tardón, Gemma Castaño Vynals, Beatriz Pérez-Gómez, Camilo Palazuelos, Dolors Sala, Francisco Javier de Cos Juez:
Classification of Prostate Cancer Patients and Healthy Individuals by Means of a Hybrid Algorithm Combing SVM and Evolutionary Algorithms. 547-557
Hybrid Intelligent Applications
- Seok-Jun Bu, Sung-Bae Cho:
A Hybrid Deep Learning System of CNN and LRCN to Detect Cyberbullying from SNS Comments. 561-572 - Alfredo Cuzzocrea, Giovanni Pilato:
Taxonomy-Based Detection of User Emotions for Advanced Artificial Intelligent Applications. 573-585 - José Luís Casteleiro-Roca, José Francisco Gómez González, José Luís Calvo-Rolle, Esteban Jove, Héctor Quintián, Juan Francisco Acosta Martín, Sara González-Pérez, Benjamin Gonzalez Diaz, Francisco Calero-Garcia, Juan Albino Méndez Pérez:
Prediction of the Energy Demand of a Hotel Using an Artificial Intelligence-Based Model. 586-596 - Eva María Artime Ríos, Fernando Sánchez Lasheras, Ana Suárez Sánchez, Francisco Javier Iglesias-Rodríguez, María del Mar Seguí Crespo:
A Hybrid Algorithm for the Prediction of Computer Vision Syndrome in Health Personnel Based on Trees and Evolutionary Algorithms. 597-608 - Rubén Urraca, Javier Antoñanzas-Torres, Andrés Sanz-García, Alvaro Aldama, Francisco Javier Martínez de Pisón:
An Algorithm Based on Satellite Observations to Quality Control Ground Solar Sensors: Analysis of Spanish Meteorological Networks. 609-621 - Javier Huertas-Tato, Ricardo Aler, Francisco J. Rodríguez-Benítez, Clara Arbizu-Barrena, David Pozo-Vázquez, Inés María Galván:
Predicting Global Irradiance Combining Forecasting Models Through Machine Learning. 622-633 - Nélida M. Busto Serrano, Paulino José García Nieto, Ana Suárez Sánchez, Fernando Sánchez Lasheras, Pedro Riesgo Fernández:
A Hybrid Algorithm for the Assessment of the Influence of Risk Factors in the Development of Upper Limb Musculoskeletal Disorders. 634-646 - Bruno Fernandes, Henrique Vicente, Jorge Ribeiro, Cesar Analide, José Neves:
Evolutionary Computation on Road Safety. 647-657 - Akemi Gálvez, Andrés Iglesias, Iztok Fister, Iztok Fister Jr., Eneko Osaba, Javier Del Ser:
Memetic Modified Cuckoo Search Algorithm with ASSRS for the SSCF Problem in Self-Similar Fractal Image Reconstruction. 658-670 - Alejandro Romero, Francisco Bellas, Abraham Prieto, Richard J. Duro:
A Re-description Based Developmental Approach to the Generation of Value Functions for Cognitive Robots. 671-683 - Ovidiu Cosma, Petrica C. Pop, Oliviu Matei, Ioana Zelina:
A Hybrid Iterated Local Search for Solving a Particular Two-Stage Fixed-Charge Transportation Problem. 684-693 - Boguslaw Cyganek:
Change Detection in Multidimensional Data Streams with Efficient Tensor Subspace Model. 694-705 - Leire Ozaeta, Manuel Graña:
A View of the State of the Art of Dialogue Systems. 706-715 - Wendel Góes Pedrozo, Júlio César Nievola, Deborah Ribeiro Carvalho:
An Adaptive Approach for Index Tuning with Learning Classifier Systems on Hybrid Storage Environments. 716-729 - José Manuel López-Guede, Jose Antonio Ramos-Hernanz, Julián Estévez, Asier Garmendia, Leyre Torre, Manuel Graña:
Electrical Behavior Modeling of Solar Panels Using Extreme Learning Machines. 730-740 - Svetlana Simic, Zorana Bankovic, Dragan Simic, Svetislav D. Simic:
A Hybrid Clustering Approach for Diagnosing Medical Diseases. 741-752
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