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Hybrid Artificial Intelligent Systems

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Cover of 'Hybrid Artificial Intelligent Systems'

Table of Contents

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    Book Overview
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    Chapter 1 A Deep Learning-Based Recommendation System to Enable End User Access to Financial Linked Knowledge
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    Chapter 2 On the Use of Random Discretization and Dimensionality Reduction in Ensembles for Big Data
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    Chapter 3 Hybrid Deep Learning Based on GAN for Classifying BSR Noises from Invehicle Sensors
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    Chapter 4 Inferring User Expertise from Social Tagging in Music Recommender Systems for Streaming Services
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    Chapter 5 Learning Logical Definitions of n-Ary Relations in Graph Databases
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    Chapter 6 GAparsimony: An R Package for Searching Parsimonious Models by Combining Hyperparameter Optimization and Feature Selection
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    Chapter 7 Improving Adaptive Optics Reconstructions with a Deep Learning Approach
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    Chapter 8 Complexity of Rule Sets in Mining Incomplete Data Using Characteristic Sets and Generalized Maximal Consistent Blocks
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    Chapter 9 Optimization of the University Transportation by Contraction Hierarchies Method and Clustering Algorithms
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    Chapter 10 Identification of Patterns in Blogosphere Considering Social Positions of Users and Reciprocity of Relations
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    Chapter 11 SmartFD : A Real Big Data Application for Electrical Fraud Detection
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    Chapter 12 Multi-class Imbalanced Data Oversampling for Vertebral Column Pathologies Classification
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    Chapter 13 A Hybrid Genetic-Bootstrapping Approach to Link Resources in the Web of Data
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    Chapter 14 Modelling and Forecasting of the $$^{222}Rn$$ Radiation Level Time Series at the Canfranc Underground Laboratory
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    Chapter 15 Sensor Fault Detection and Recovery Methodology for a Geothermal Heat Exchanger
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    Chapter 16 Distinctive Features of Asymmetric Neural Networks with Gabor Filters
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    Chapter 17 Tuning CNN Input Layout for IDS with Genetic Algorithms
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    Chapter 18 Improving the Accuracy of Prediction Applications by Efficient Tuning of Gradient Descent Using Genetic Algorithms
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    Chapter 19 Mono-modal Medical Image Registration with Coral Reef Optimization
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    Chapter 20 Evaluating Feature Selection Robustness on High-Dimensional Data
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    Chapter 21 Generalized Probability Distribution Mixture Model for Clustering
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    Chapter 22 A Hybrid Approach to Mining Conditions
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    Chapter 23 A First Attempt on Monotonic Training Set Selection
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    Chapter 24 Dealing with Missing Data and Uncertainty in the Context of Data Mining
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    Chapter 25 A Preliminary Study of Diversity in Extreme Learning Machines Ensembles
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    Chapter 26 Orthogonal Learning Firefly Algorithm
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    Chapter 27 Multi-label Learning by Hyperparameters Calibration for Treating Class Imbalance
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    Chapter 28 Drifted Data Stream Clustering Based on ClusTree Algorithm
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    Chapter 29 Featuring the Attributes in Supervised Machine Learning
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    Chapter 30 Applying VorEAl for IoT Intrusion Detection
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    Chapter 31 Evaluation of a Wrist-Based Wearable Fall Detection Method
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    Chapter 32 EnerVMAS: Virtual Agent Organizations to Optimize Energy Consumption Using Intelligent Temperature Calibration
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    Chapter 33 Tool Wear Estimation and Visualization Using Image Sensors in Micro Milling Manufacturing
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    Chapter 34 Compensating Atmospheric Turbulence with Convolutional Neural Networks for Defocused Pupil Image Wave-Front Sensors
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    Chapter 35 Using Nonlinear Quantile Regression for the Estimation of Software Cost
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    Chapter 36 A Distributed Drone-Oriented Architecture for In-Flight Object Detection
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    Chapter 37 3D Gabor Filters for Chest Segmentation in DCE-MRI
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    Chapter 38 Fingertips Segmentation of Thermal Images and Its Potential Use in Hand Thermoregulation Analysis
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    Chapter 39 Listen to This: Music Recommendation Based on One-Class Support Vector Machine
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    Chapter 40 Improving Forecasting Using Information Fusion in Local Agricultural Markets
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    Chapter 41 Chord Progressions Selection Based on Song Audio Features
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    Chapter 42 LearnSec: A Framework for Full Text Analysis
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    Chapter 43 A Mood Analysis on Youtube Comments and a Method for Improved Social Spam Detection
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    Chapter 44 An Improved Comfort Biased Smart Home Load Manager for Grid Connected Homes Under Direct Load Control
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    Chapter 45 Remifentanil Dose Prediction for Patients During General Anesthesia
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    Chapter 46 Classification of Prostate Cancer Patients and Healthy Individuals by Means of a Hybrid Algorithm Combing SVM and Evolutionary Algorithms
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    Chapter 47 A Hybrid Deep Learning System of CNN and LRCN to Detect Cyberbullying from SNS Comments
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    Chapter 48 Taxonomy-Based Detection of User Emotions for Advanced Artificial Intelligent Applications
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    Chapter 49 Prediction of the Energy Demand of a Hotel Using an Artificial Intelligence-Based Model
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    Chapter 50 A Hybrid Algorithm for the Prediction of Computer Vision Syndrome in Health Personnel Based on Trees and Evolutionary Algorithms
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    Chapter 51 An Algorithm Based on Satellite Observations to Quality Control Ground Solar Sensors: Analysis of Spanish Meteorological Networks
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    Chapter 52 Predicting Global Irradiance Combining Forecasting Models Through Machine Learning
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    Chapter 53 A Hybrid Algorithm for the Assessment of the Influence of Risk Factors in the Development of Upper Limb Musculoskeletal Disorders
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    Chapter 54 Evolutionary Computation on Road Safety
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    Chapter 55 Memetic Modified Cuckoo Search Algorithm with ASSRS for the SSCF Problem in Self-Similar Fractal Image Reconstruction
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    Chapter 56 A Re-description Based Developmental Approach to the Generation of Value Functions for Cognitive Robots
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    Chapter 57 A Hybrid Iterated Local Search for Solving a Particular Two-Stage Fixed-Charge Transportation Problem
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    Chapter 58 Change Detection in Multidimensional Data Streams with Efficient Tensor Subspace Model
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    Chapter 59 A View of the State of the Art of Dialogue Systems
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    Chapter 60 An Adaptive Approach for Index Tuning with Learning Classifier Systems on Hybrid Storage Environments
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    Chapter 61 Electrical Behavior Modeling of Solar Panels Using Extreme Learning Machines
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    Chapter 62 A Hybrid Clustering Approach for Diagnosing Medical Diseases
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Title
Hybrid Artificial Intelligent Systems
Published by
Springer International Publishing, July 2018
DOI 10.1007/978-3-319-92639-1
ISBNs
978-3-31-992638-4, 978-3-31-992639-1
Editors

de Cos Juez, Francisco Javier, Villar, José Ramón, de la Cal, Enrique A., Herrero, Álvaro, Quintián, Héctor, Sáez, José António, Corchado, Emilio

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The data shown below were collected from the profiles of 5 X users who shared this research output. Click here to find out more about how the information was compiled.
Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 34 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 34 100%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 8 24%
Student > Master 7 21%
Professor 4 12%
Student > Doctoral Student 3 9%
Researcher 2 6%
Other 5 15%
Unknown 5 15%
Readers by discipline Count As %
Computer Science 10 29%
Engineering 6 18%
Environmental Science 2 6%
Social Sciences 2 6%
Psychology 1 3%
Other 3 9%
Unknown 10 29%