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Applications of Artificial Intelligence in Engineering

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Cover of 'Applications of Artificial Intelligence in Engineering'

Table of Contents

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    Book Overview
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    Chapter 1 Application of Supervised Learning for Voltage Stability Assessment
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    Chapter 2 Breast DCE-MRI Segmentation for Lesion Detection Using Clustering with Fireworks Algorithm
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    Chapter 3 Swarm Programming Using Moth-Flame Optimization and Whale Optimization Algorithms
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    Chapter 4 Nonlinear Regression Analysis Using Multi-verse Optimizer
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    Chapter 5 An Extended ACO Based Routing Algorithm for Cognitive Radio Network
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    Chapter 6 A Review: Image Classification and Object Detection with Deep Learning
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    Chapter 7 Kidney Lesion Segmentation in MRI Using Clustering with Salp Swarm Algorithm
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    Chapter 8 Smart Approach to Optical Character Recognition and Ubiquitous Speech Synthesis Using Real-Time Deep Learning Algorithms
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    Chapter 9 Sine Cosine Algorithm with Centroid Opposition-Based Computation
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    Chapter 10 Data Mining Techniques for Fraud Detection—Credit Card Frauds
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    Chapter 11 Performance Evaluation of $$\beta $$ Chaotic Map Enabled Grey Wolf Optimizer on Protein Structure Prediction
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    Chapter 12 Transmission Expansion Planning Using Teaching and Learning Based Optimization Approach
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    Chapter 13 Harmonic Estimator Design Using Teaching Learning Based Optimization
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    Chapter 14 Real-Time Frame-to-Frame Jitter Removing Video Stabilization Technique
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    Chapter 15 A Review of Nature-Inspired Routing Algorithms for Flying Ad Hoc Networks
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    Chapter 16 Performance Analysis of Different Machine Learning Classifiers in Detection of Parkinson’s Disease from Hand-Drawn Images Using Histogram of Oriented Gradients
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    Chapter 17 Coal Mine Monitoring Smart Rover Using LabVIEW and Wireless Sensor Network
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    Chapter 18 A Survey on Spatiotemporal Co-occurrence Pattern Mining Techniques
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    Chapter 19 The Classification and Comparative Study of Real-Time Task Scheduling Algorithms Based on Various Parameters
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    Chapter 20 Behavioral Analysis Using Gamification and Data Visualization
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    Chapter 21 Smart Agricultural Monitoring and Decision Support System
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    Chapter 22 Characterizing Shoulder Implants in X-Ray Images
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    Chapter 23 Human-Understandable Classifiers for COPD from Biosensor Data
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    Chapter 24 Dimensionality Prediction for Word Embeddings
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    Chapter 25 Classification of ECG Arrhythmia Using Different Machine Learning Approach
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    Chapter 26 Role of Cloud Computing to Support Big Data and Big Data Analytics for Education Par Excellence
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    Chapter 27 Comprehensive Survey for Energy-Efficient Routing Protocols on WSNs Based IoT Applications Enhancing Fog Computing Paradigm
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    Chapter 28 A Review on Applications of Machine Learning in Health Care
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    Chapter 29 Face Mask Detection Using VGG-16 Net for Low Computation Power Devices
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    Chapter 30 Mining Morphological Similarities for Translation Lexicon Augmentation
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    Chapter 31 Spade to Spoon: An IoT-Based End to End Solution for Farmer Using Machine Learning in Precision Agriculture
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    Chapter 32 Bacteria Foraging Optimization-Based Geographical Routing Scheme in IoT
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    Chapter 33 Face Expression-Based Result Prediction in Talent Shows Using Deep Learning
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    Chapter 34 Performance-Based Adaptive Learning Rate Scheduler Algorithm
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    Chapter 35 Urdu QA: Question Answering System for Urdu Language
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    Chapter 36 Review of Classifiers Used for Identification and Classification of Plant Leaf Diseases
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    Chapter 37 Artificial Intelligence-Based Job Applicant Profile Quality Assessment and Relevance Ranking Using Clusters in Talent Acquisition Process
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    Chapter 38 A Survey on the ZigBee Protocol, It’s Security in Internet of Things (IoT) and Comparison of ZigBee with Bluetooth and Wi-Fi
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    Chapter 39 Application of Machine Learning in App-Based Cab Booking System: A Survey on Indian Scenario
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    Chapter 40 Churn Prediction in Telecom Industry Using Machine Learning Algorithms with K-Best and Principal Component Analysis
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    Chapter 41 A Hybrid Forecasting Model Based on Equilibrium Optimizer and Artificial Neural Network for Assessment of PM10 Concentration
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    Chapter 42 An Intelligent Path Estimation Technique for Transportation of Heterogeneous Droplets in Digital Micro Fluidic Biochips (DMFB)
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    Chapter 43 MLP-WOA Neural Network-Based Automated Grading of Fruits and Vegetable Quality Detection for Food Industry Using Artificial Intelligence Techniques (Computer Vision—Image Recognition)
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    Chapter 44 A Comparison of Sentiment Analysis Techniques on Movie Reviews
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    Chapter 45 A Comprehensive Review of the Available Microgrid Protection Schemes and Their Challenges
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    Chapter 46 Personalized Recommender Systems: An Empirical Analysis
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    Chapter 47 Feature Selection on Linked Data: A Review
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    Chapter 48 NAARI: An Intelligent Android App for Women Safety
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    Chapter 49 Performance Benchmarking of GPU and TPU on Google Colaboratory for Convolutional Neural Network
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    Chapter 50 A Study on Steam Cleaning Devices and Its Impact on Health and Hygiene
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    Chapter 51 Video Description Based YouTube Comment Classification
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    Chapter 52 Internet of Things: Current Research, Challenges, Trends and Applications
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    Chapter 53 The Possibilities of Artificial Intelligence in the Hotel Industry
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    Chapter 54 Automated Vehicle Emergency Support Using Edge Computing Concept
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    Chapter 55 Majority Voting Machine Learning Approach for Fault Diagnosis of Mechanical Components
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    Chapter 56 Simulation of Colour Image Processing Techniques on Verilog
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    Chapter 57 Integrated Multi-biometric Template Security Based on Hybridization of Feature Transformation and Image Transformation
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    Chapter 58 Classifying Chromosome Images Using Ensemble Convolutional Neural Networks
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    Chapter 59 Power Loss Sensitivity and GWO-Based Approach for Optimal Capacitor and DG Allocation in Distribution System
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    Chapter 60 Real-Time COVID-19 Detection and Prediction Using Chest X-rays and CT Scan: A Comparative Study Using AI
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    Chapter 61 Heart Disease Prediction—An Online Consultation Software
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    Chapter 62 Evaluating Snort Alerts as a Classification Features Set
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    Chapter 63 A System Design for Combined Approach of WCID and Wavelet Transformation to Optimize the Underwater Image Enhancement
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    Chapter 65 Daily Plant Load Analysis of a Hydropower Plant Using Machine Learning
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    Chapter 66 Enhanced Medical Monitoring Wireless Sensors Networks Using Proposed Greedy Multipoint Relays Protocol Algorithm
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    Chapter 67 Streetlight Management and Control System Using IOT
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    Chapter 68 Comprehensive Analysis of Classification Techniques Based on Artificial Immune System and Artificial Neural Network Algorithms
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    Chapter 69 Low Cost IoT-Based Smart Wheelchair for Type-2 Diabetes and Spine-Disorder Patients
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    Chapter 70 Digital Image Forgery Detection Approaches: A Review
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    Chapter 71 A Framework Based on Latent Neighbourhood and Tensor Based Method for Recommender System
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    Chapter 72 An Optimal Demand Response Strategy Using Gray Wolf Optimization
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    Chapter 73 Electricity Bill Saving Using Solar Rooftop PV Cell for a Residential Complex in Our Locality—A Case Study
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    Chapter 74 Low Cost IoT Based Runaway Syndrome Tracking System
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    Chapter 75 Application of Robotic Process Automation
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Title
Applications of Artificial Intelligence in Engineering
Published by
Springer Singapore, January 2021
DOI 10.1007/978-981-33-4604-8
ISBNs
978-9-81-334603-1, 978-9-81-334604-8
Editors

Xiao-Zhi Gao, Rajesh Kumar, Sumit Srivastava, Bhanu Pratap Soni

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