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Advanced Machine Learning Technologies and Applications

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Cover of 'Advanced Machine Learning Technologies and Applications'

Table of Contents

  1. Altmetric Badge
    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
Attention for Chapter 22: A New Methodology for Language Identification in Social Media Code-Mixed Text
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Chapter title
A New Methodology for Language Identification in Social Media Code-Mixed Text
Chapter number 22
Book title
Advanced Machine Learning Technologies and Applications
Published by
Springer, Singapore, February 2020
DOI 10.1007/978-981-15-3383-9_22
Book ISBNs
978-9-81-153382-2, 978-9-81-153383-9
Authors

Yogesh Gupta, Ghanshyam Raghuwanshi, Aprna Tripathi, Gupta, Yogesh, Raghuwanshi, Ghanshyam, Tripathi, Aprna

X Demographics

X Demographics

The data shown below were collected from the profile of 1 X user 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 7 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 7 100%

Demographic breakdown

Readers by professional status Count As %
Other 1 14%
Student > Ph. D. Student 1 14%
Unknown 5 71%
Readers by discipline Count As %
Computer Science 2 29%
Unknown 5 71%