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Advanced Machine Learning Technologies and Applications

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Table of Contents

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    Book Overview
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    Chapter 1 Segregating and Recognizing Human Actions from Video Footages Using LRCN Technique
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    Chapter 2 Fall Alert: A Novel Approach to Detect Fall Using Base as a YOLO Object Detection
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    Chapter 3 Evaluation of Automatic Text Visualization Systems: A Case Study
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    Chapter 4 Face Recognition-Based Attendance System Using Real-Time Computer Vision Algorithms
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    Chapter 5 The Adopting Knowledge Management Proves Vital for Bahrain’s Governmental Sector
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    Chapter 6 Video Surveillance for the Crime Detection Using Features
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    Chapter 7 Real-Time Neural-Net Driven Optimized Inverse Kinematics for a Robotic Manipulator Arm
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    Chapter 8 A Deep Learning Technique to Countermeasure Video-Based Presentation Attacks
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    Chapter 9 Optimization of Loss Functions for Predictive Soil Mapping
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    Chapter 10 Natural Language Information Extraction Through Non-Factoid Question and Answering System (NLIEQA Non-Factoid)
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    Chapter 11 An Enhanced Differential Evolution Algorithm with New Environmental-Based Parameters for Solving Optimization Problems
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    Chapter 12 Reactive Power Optimization Approach Based on Chaotic Particle Swarm Optimization
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    Chapter 13 Data Mining Model for Better Admissions in Higher Educational Institutions (HEIs)—A Case Study of Bahrain
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    Chapter 14 The Effectiveness of Renewable Energies Projects in Kuwait—PAAET Solar Energy Project
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    Chapter 15 Skin Lesion Analyser: An Efficient Seven-Way Multi-class Skin Cancer Classification Using MobileNet
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    Chapter 16 Real-Time Object Detection in Remote Sensing Images Using Deep Learning
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    Chapter 17 Malaria Detection Using Convolutional Neural Network
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    Chapter 18 Drone-Based Face Recognition Using Deep Learning
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    Chapter 19 Traffic Sign Recognition for Self-driving Cars with Deep Learning
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    Chapter 20 Identifying the Association Rule to Determine the Possibilities of Cardio Vascular Diseases (CVD)
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    Chapter 21 Prediction of Service-Level Agreement Violation in Cloud Computing Using Bayesian Regularisation
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    Chapter 22 A New Methodology for Language Identification in Social Media Code-Mixed Text
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    Chapter 23 Detecting Influencers in Social Networks Through Machine Learning Techniques
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    Chapter 24 Application and Analysis of K-Means Algorithms on a Decision Support Framework for Municipal Solid Waste Management
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    Chapter 25 Android Rogue Application Detection Using Image Resemblance and Reduced LDA
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    Chapter 26 An Indexed Non-probability Skyline Query Processing Framework for Uncertain Data
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    Chapter 27 Analysis of Operational Control Mode of Intelligent Distribution Grids with Multi-microgrid
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    Chapter 29 Skin Lesion Classification: A Transfer Learning Approach Using EfficientNets
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    Chapter 30 Change Footprint Pattern Analysis of Crime Hotspot of Indian Districts
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    Chapter 31 Itemset Mining Based Episode Profiling of Terrorist Attacks Using Weighted Ontology
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    Chapter 32 Regulatory Technology (RegTech) and Money Laundering Prevention: Exploratory Study from Bahrain
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    Chapter 33 A Cognitive Knowledge Base for Learning Disabilities Using Concept Analysis
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    Chapter 34 Native Monkey Detection Using Deep Convolution Neural Network
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    Chapter 35 Evaluation and Summarization of Student Feedback Using Sentiment Analysis
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    Chapter 36 Predicting Competitive Weightlifting Performance Using Regression and Tree-Based Algorithms
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    Chapter 37 Predicting the Primary Dominant Personality Trait of Perceived Leaders by Mapping Linguistic Cues from Social Media Data onto the Big Five Model
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    Chapter 38 Analysis of Users Behavior on Micro-blogging Site Using a Topic
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    Chapter 39 Machine Learning Techniques for Short-Term Forecasting of Wind Power Generation
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    Chapter 40 Integrated Process Management System of Smart Substation Secondary Side Based on Practical Scheme
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    Chapter 42 Lightweight Access Control Algorithm for Internet of Things
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    Chapter 43 Named-Entity Recognition for Legal Documents
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    Chapter 44 Visual Speech Processing and Recognition
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    Chapter 45 Predictive Analytics for Cardiovascular Disease Diagnosis Using Machine Learning Techniques
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    Chapter 46 A Novel Approach for Smart-Healthcare Recommender System
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    Chapter 47 Heart Disorder Prognosis Employing KNN, ANN, ID3 and SVM
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    Chapter 48 IoT-Based Home Security System with Wireless Communication
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    Chapter 49 Implementing Internet of Things in Small Businesses of Bahrain
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    Chapter 50 A Comparative Study of Model-Free Reinforcement Learning Approaches
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    Chapter 51 Location-Aware Security System for Smart Cities Using IoT
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    Chapter 52 An Assessment Study of Gait Biometric Recognition Using Machine Learning
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    Chapter 53 A Study on Risk Management Practices in Online Banking in Bahrain
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    Chapter 54 Deep Learning Techniques: An Overview
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    Chapter 55 A Multilayer Deep Learning Framework for Auto-content Tagging
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    Chapter 56 Case-Based Reasoning (CBR)-Based Anemia Severity Detection System (ASDS) Using Machine Learning Algorithm
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    Chapter 57 ECG Signal Analysis, Diagnosis and Transmission
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    Chapter 58 The Effect of Real-Time Feedback on Consumer’s Behavior in the Energy Management Sector: Empirical Study
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    Chapter 59 Synchronization Control in Fractional Discrete-Time Systems with Chaotic Hidden Attractors
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    Chapter 60 Employment of Cryptographic Modus Operandi Based on Trigonometric Algorithm and Resistor Color Code
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    Chapter 61 Experimental and Dimensional Analysis Approach for Human Energy Required in Wood Chipping Process
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    Chapter 62 Impact of High-K Gate Dielectric and Work functions Variation on Electrical Characteristics of VeSFET
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    Chapter 63 Correlating Personality Traits to Different Aspects of Facebook Usage
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    Chapter 64 Fractional-Order Control of a Fuel Cell–Boost Converter System
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    Chapter 65 Battery Pack Construction Scheme Based on UPS System Reliability
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    Chapter 66 Study on Land Compensation for High-Voltage Transmission Lines in Power Grid Based on Easement
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    Chapter 67 Study on the Terrain of Power Network Construction Expropriation and Legal Risk Prevention
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Title
Advanced Machine Learning Technologies and Applications
Published by
Springer Singapore, May 2020
DOI 10.1007/978-981-15-3383-9
ISBNs
978-9-81-153382-2, 978-9-81-153383-9
Editors

Hassanien, Aboul Ella, Bhatnagar, Roheet, Darwish, Ashraf

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