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Applied Technologies

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Cover of 'Applied Technologies'

Table of Contents

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    Book Overview
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    Chapter 1 Evaluation of WhatsApp to Promote Collaborative Learning in the Use of Software in University Professionals
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    Chapter 2 Deep Learning for Weather Classification from a Meteorological Device
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    Chapter 3 Resource Management Strategy in Case of Disaster Based on Queuing Theory
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    Chapter 4 Application of Techniques Based on Artificial Intelligence for Predicting the Consumption of Drugs and Substances. A Systematic Mapping Review
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    Chapter 5 Generating Individual Gait Kinetic Patterns Using Machine Learning
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    Chapter 6 Knee Injured Recovery Analysis Using Extreme Learning Machine
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    Chapter 7 Driving Mode Estimation Model Based in Machine Learning Through PID’s Signals Analysis Obtained From OBD II
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    Chapter 8 Deep Learning Methods in Natural Language Processing
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    Chapter 9 Comparison of Attenuation Coefficient Estimation in High Intensity Focused Ultrasound Therapy for Cancer Treatment by Levenberg Marquardt and Gauss-Newton Methods
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    Chapter 10 Machine Learning for Optimizing Technological Properties of Wood Composite Filament-Timberfill Fabricated by Fused Deposition Modeling
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    Chapter 11 Automated Systems for Detecting Volcano-Seismic Events Using Different Labeling Techniques
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    Chapter 12 Fraud Prediction in Smart Supply Chains Using Machine Learning Techniques
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    Chapter 13 Selection of Mental Tasks for Brain-Computer Interfaces Using NASA-TLX Index
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    Chapter 14 Algorithms for the Management of Electrical Demand Using a Domotic System with Classification of Electrical Charges
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    Chapter 15 Cluster Analysis for Abstemious Characterization Based on Psycho-Social Information
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    Chapter 16 Toward Automatic and Remote Monitoring of the Pain Experience: An Internet of Things (IoT) Approach
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    Chapter 17 Enterprise Architecture an Approach to the Development of IoT Services Oriented to Building Management
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    Chapter 18 Characterization of Functions Using Artificial Intelligence to Reproduce Complex Systems Behavior
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    Chapter 19 Snake Hunting System Supplied with Solar Energy Based on Cages Installed in the Jungle for Strictly Curative Purposes, Promoting Ancestral Knowledge, Natural Medicine and Indigenous Cultural Products from Rural Areas
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    Chapter 20 SMCS: Automatic Real-Time Classification of Ambient Sounds, Based on a Deep Neural Network and Mel Frequency Cepstral Coefficients
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    Chapter 21 Artificial Intelligence Techniques to Detect and Prevent Corruption in Procurement: A Systematic Literature Review
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    Chapter 22 Cluster Analysis Base on Psychosocial Information for Alcohol, Tobacco and Other Drugs Consumers
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    Chapter 23 Copper Price Variation Forecasts Using Genetic Algorithms
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    Chapter 24 A Survey on Hand Gesture Recognition Using Machine Learning and Infrared Information
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    Chapter 25 Frontal Impact Analysis of an Interprovincial Bus Using the Finite Element Method: Case Study in Ecuador
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    Chapter 26 Student Dropout Model Based on Logistic Regression
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    Chapter 27 Prediction of the Incrustating Trend in Oil Extraction Pipelines: An Approach Based on Neural Decision Trees
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    Chapter 28 Wind Energy Forecasting with Artificial Intelligence Techniques: A Review
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    Chapter 29 Regression Models Comparison for Efficiency in Electricity Consumption in Ecuadorian Schools: A Case of Study
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    Chapter 30 Proposal for the Implementation of MLP Neural Networks on Arduino Platform
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    Chapter 31 Design of an Intelligent Irrigation System Based on Fuzzy Logic
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    Chapter 32 Rehabilitation of Patients with Hemiplegia Using Deep Learning Techniques to Control a Video Game
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    Chapter 33 Application of a Heuristic-Diffuse Model to Support Decision-Making in Assessing the Post-seismic Structural Damage of a Building
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    Chapter 34 Osteosynthesis Device Evaluation Using the Boundary Elements Method
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    Chapter 35 From a Common Chair to a Device that Issues Reminders to Seniors
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    Chapter 36 Hand Exercise Using a Haptic Device
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    Chapter 37 Human Activity Recognition Using an Accelerometer Magnitude Value
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    Chapter 38 Semantic Segmentation of Weeds and Crops in Multispectral Images by Using a Convolutional Neural Networks Based on U-Net
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    Chapter 39 Validation of an Algorithm for the Detection of the Image of a Person Using Multiple Cameras
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    Chapter 40 Unmanned Aerial Vehicle for Rescue and Triage
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    Chapter 41 Aerial Power Lines Measurement Using Computer Vision Through an Unmanned Aerial Vehicle
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    Chapter 42 Developing a Socially-Aware Robot Assistant for Delivery Tasks
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    Chapter 43 Analysis of Normalized Vegetation Index in Castile Coffee Crops, Using Mosaics of Multispectral Images Acquired by Unmanned Aerial Vehicle (UAV)
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    Chapter 44 Is It Possible to Improve the Learning of Children with ASD Through Augmented Reality Mobile Applications?
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    Chapter 45 Open Source System for Identification of Maize Leaf Chlorophyll Contents Based on Multispectral Images
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    Chapter 46 Crowdsensing and Image Processing as a Method for Analysis and Population Count Based on the Classification and Validation of Multimedia
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    Chapter 47 Photogrammetry and Augmented Reality to Promote the Religious Cultural Heritage of San Pedro Cathedral in Guayaquil, Ecuador
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    Chapter 48 Ar-Math: Augmented Reality Technology Applied for Education
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    Chapter 49 Mechatronic Prosthesis for Transfemoral Amputation with Intelligent Control Based on Neural Networks
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    Chapter 50 Construction of a Computer Vision Test Platform: VISART for Facial Recognition in Social Robotics
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    Chapter 51 Face Recognition Systems in Math Classroom Through Computer Vision Traditional Techniques
Attention for Chapter 28: Wind Energy Forecasting with Artificial Intelligence Techniques: A Review
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Chapter title
Wind Energy Forecasting with Artificial Intelligence Techniques: A Review
Chapter number 28
Book title
Applied Technologies
Published by
Springer, Cham, March 2020
DOI 10.1007/978-3-030-42520-3_28
Book ISBNs
978-3-03-042519-7, 978-3-03-042520-3
Authors

Jorge Maldonado-Correa, Marcelo Valdiviezo, Juan Solano, Marco Rojas, Carlos Samaniego-Ojeda

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