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13th 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
A Deep Learning-Based Recommendation System to Enable End User Access to Financial Linked Knowledge. 3-14 - Diego García-Gil
On the Use of Random Discretization and Dimensionality Reduction in Ensembles for Big Data. 15-26 - Jin-Young Kim, Seok-Jun Bu
Hybrid Deep Learning Based on GAN for Classifying BSR Noises from Invehicle Sensors. 27-38 - Diego Sánchez-Moreno, María N. Moreno García
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
GAparsimony: An R Package for Searching Parsimonious Models by Combining Hyperparameter Optimization and Feature Selection. 62-73 - Sergio Luis Suárez Gómez
Improving Adaptive Optics Reconstructions with a Deep Learning Approach. 74-83 - Patrick G. Clark, Cheng Gao, Jerzy W. Grzymala-Busse
Complexity of Rule Sets in Mining Incomplete Data Using Characteristic Sets and Generalized Maximal Consistent Blocks. 84-94 - Israel David Herrera-Granda
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
SmartFD: A Real Big Data Application for Electrical Fraud Detection. 120-130 - José A. Sáez
Multi-class Imbalanced Data Oversampling for Vertebral Column Pathologies Classification. 131-142
Bio-inspired Models and Evolutionary Computation
- Andrea Cimmino
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
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
Improving the Accuracy of Prediction Applications by Efficient Tuning of Gradient Descent Using Genetic Algorithms. 210-221 - Enrique Bermejo Nievas, Manuel Chica
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
Dealing with Missing Data and Uncertainty in the Context of Data Mining. 289-301 - Carlos Perales-González
A Preliminary Study of Diversity in Extreme Learning Machines Ensembles. 302-314 - Tomas Kadavy, Michal Pluhacek
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
Featuring the Attributes in Supervised Machine Learning. 350-362 - Nayat Sánchez-Pi
Applying VorEAl for IoT Intrusion Detection. 363-374
Visual Analysis and Advanced Data Processing Techniques
- Samad Barri Khojasteh
Evaluation of a Wrist-Based Wearable Fall Detection Method. 377-386 - Alfonso González-Briones
EnerVMAS: Virtual Agent Organizations to Optimize Energy Consumption Using Intelligent Temperature Calibration. 387-398 - Laura Fernández-Robles
Tool Wear Estimation and Visualization Using Image Sensors in Micro Milling Manufacturing. 399-410 - Sergio Luis Suárez Gómez
Compensating Atmospheric Turbulence with Convolutional Neural Networks for Defocused Pupil Image Wave-Front Sensors. 411-421 - Javier de Andrés
Using Nonlinear Quantile Regression for the Estimation of Software Cost. 422-432 - Diego Vaquero-Melchor, Iván Campaña, Ana M. Bernardos, Luca Bergesio
A Distributed Drone-Oriented Architecture for In-Flight Object Detection. 433-445 - Ignacio A. Illán
3D Gabor Filters for Chest Segmentation in DCE-MRI. 446-454 - Andrés Eduardo Castro-Ospina
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
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
Chord Progressions Selection Based on Song Audio Features. 490-501 - Carlos Adriano Gonçalves
LearnSec: A Framework for Full Text Analysis. 502-513 - Enaitz Ezpeleta
A Mood Analysis on Youtube Comments and a Method for Improved Social Spam Detection. 514-525 - Chukwuka G. Monyei
An Improved Comfort Biased Smart Home Load Manager for Grid Connected Homes Under Direct Load Control. 526-536 - Esteban Jove
Remifentanil Dose Prediction for Patients During General Anesthesia. 537-546 - Juan Enrique Sánchez Lasheras, Fernando Sánchez Lasheras, Carmen González-Donquiles, Adonina Tardón
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
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
Prediction of the Energy Demand of a Hotel Using an Artificial Intelligence-Based Model. 586-596 - Eva María Artime Ríos
A Hybrid Algorithm for the Prediction of Computer Vision Syndrome in Health Personnel Based on Trees and Evolutionary Algorithms. 597-608 - Rubén Urraca
An Algorithm Based on Satellite Observations to Quality Control Ground Solar Sensors: Analysis of Spanish Meteorological Networks. 609-621 - Javier Huertas-Tato
Predicting Global Irradiance Combining Forecasting Models Through Machine Learning. 622-633 - Nélida M. Busto Serrano, Paulino José García Nieto, Ana Suárez Sánchez
A Hybrid Algorithm for the Assessment of the Influence of Risk Factors in the Development of Upper Limb Musculoskeletal Disorders. 634-646 - Bruno Fernandes
Evolutionary Computation on Road Safety. 647-657 - Akemi Gálvez
Memetic Modified Cuckoo Search Algorithm with ASSRS for the SSCF Problem in Self-Similar Fractal Image Reconstruction. 658-670 - Alejandro Romero
A Re-description Based Developmental Approach to the Generation of Value Functions for Cognitive Robots. 671-683 - Ovidiu Cosma
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
An Adaptive Approach for Index Tuning with Learning Classifier Systems on Hybrid Storage Environments. 716-729 - José Manuel López-Guede
Electrical Behavior Modeling of Solar Panels Using Extreme Learning Machines. 730-740 - Svetlana Simic, Zorana Bankovic, Dragan Simic
A Hybrid Clustering Approach for Diagnosing Medical Diseases. 741-752
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