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Applications of Artificial Intelligence and Machine Learning

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Cover of 'Applications of Artificial Intelligence and Machine Learning'

Table of Contents

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    Book Overview
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    Chapter 1 Building a Language Data Set in Telugu Using Machine Learning Techniques to Address Suicidal Ideation and Behaviors in Adolescents
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    Chapter 2 Feature Selection and Performance Comparison of Various Machine Learning Classifiers for Analyzing Students’ Performance Using Rapid Miner
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    Chapter 3 Internet of Things (IoT) Based Automated Light Intensity Model Using NodeMcu ESP 8266 Microcontroller
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    Chapter 4 Handwritten Mathematical Symbols Classification Using WEKA
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    Chapter 5 Enhancing Sociocultural Learning Using Hyperlocal Experience
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    Chapter 6 Subsequent Technologies Behind IoT and Its Development Roadmap Toward Integrated Healthcare Prototype Models
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    Chapter 7 Bug Assignment-Utilization of Metadata Features Along with Feature Selection and Classifiers
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    Chapter 8 Role of Artificial Intelligence in Detection of Hateful Speech for Hinglish Data on Social Media
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    Chapter 9 From Web Scraping to Web Crawling
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    Chapter 10 Selection of Candidate Views for Big Data View Materialization
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    Chapter 11 A Machine Learning Approach to Sentiment Analysis on Web Based Feedback
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    Chapter 12 Forecasting of Stock Price Using LSTM and Prophet Algorithm
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    Chapter 13 Towards a Federated Learning Approach for NLP Applications
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    Chapter 14 Analysis of Groundwater Quality Using GIS-Based Water Quality Index in Noida, Gautam Buddh Nagar, Uttar Pradesh (UP), India
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    Chapter 15 An Artificial Neural Network Based Approach of Solar Radiation Estimation Using Location and Meteorological Details
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    Chapter 16 Applications of Machine Learning and Artificial Intelligence in Intelligent Transportation System: A Review
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    Chapter 17 Analyzing App-Based Methods for Internet De-Addiction in Young Population
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    Chapter 18 Revolution of AI-Enabled Health Care Chat-Bot System for Patient Assistance
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    Chapter 19 Air Quality Prediction Using Regression Models
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    Chapter 20 Anomaly Detection in Videos Using Deep Learning Techniques
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    Chapter 21 Unsupervised Activity Modelling in a Video
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    Chapter 22 Performance Comparison of Various Feature Extraction Methods for Object Recognition on Caltech-101 Image Dataset
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    Chapter 23 Leukemia Prediction Using SVNN with a Nature-Inspired Optimization Technique
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    Chapter 24 Selection of Mobile Node Using Game and Graph Theory for Video Streaming Application
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    Chapter 25 Attentive Convolution Network-Based Video Summarization
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    Chapter 26 Static Video Summarization: A Comparative Study of Clustering-Based Techniques
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    Chapter 27 A Review: Hemorrhage Detection Methodologies on the Retinal Fundus Image
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    Chapter 28 A Study on Retinal Image Preprocessing Methods for the Automated Diabetic Retinopathy Screening Operation
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    Chapter 29 FFHIApp: An Application for Flash Flood Hotspots Identification Using Real-Time Images
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    Chapter 30 An Optimized Controller for Zeta Converter-Based Solar Hydraulic Pump
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    Chapter 31 Automated Detection and Classification of COVID-19 Based on CT Images Using Deep Learning Model
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    Chapter 32 Comparative Study of Computational Techniques for Smartphone Based Human Activity Recognition
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    Chapter 33 Machine Learning Techniques for Improved Breast Cancer Detection and Prognosis—A Comparative Analysis
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    Chapter 34 Multiclass Classification of Histology Images of Breast Cancer Using Improved Deep Learning Approach
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    Chapter 35 Enhancing the Network Performance of Wireless Sensor Networks on Meta-heuristic Approach: Grey Wolf Optimization
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    Chapter 36 Deep Learning-Based Computer Aided Customization of Speech Therapy
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    Chapter 37 Face Mask Detection Using Deep Learning
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    Chapter 38 Deep Learning-Based Non-invasive Fetal Cardiac Arrhythmia Detection
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    Chapter 39 Minimizing Energy Consumption for Intrusion Detection Model in Wireless Sensor Network
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    Chapter 40 A Blockchain Framework for Counterfeit Medicines Detection
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    Chapter 41 Static and Dynamic Learning-Based PDF Malware Detection classifiers—A Comparative Study
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    Chapter 42 MOLE: Multiparty Open Ledger Experiment, Concept and Simulation Using BlockChain Technology
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    Chapter 43 Intrusion Detection Based on Decision Tree Using Key Attributes of Network Traffic
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    Chapter 44 An Extensive Review of Wireless Local Area Network Security Standards
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    Chapter 45 Security Concerns at Various Network Phases Through Blockchain Technology
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    Chapter 46 Developing an Evaluation Model for Forecasting of Real Estate Prices
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    Chapter 47 Memetic Optimal Approach for Economic Load Dispatch Problem with Renewable Energy Source in Realistic Power System
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    Chapter 48 High-Throughput and Low-Latency Reconfigurable Routing Topology for Fast AI MPSoC Architecture
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    Chapter 49 Comparison of Various Data Center Frameworks
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    Chapter 50 A New Solution for Multi-objective Optimization Problem Using Extended Swarm-Based MVMO
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    Chapter 51 Improving Software Maintainability Prediction Using Hyperparameter Tuning of Baseline Machine Learning Algorithms
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    Chapter 52 Karaoke Machine Execution Using Artificial Neural Network
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    Chapter 53 A Review on Deep Learning Models for Short-Term Load Forecasting
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    Chapter 54 An Evolutionary Approach to Combinatorial Gameplaying Using Extended Classifier Systems
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Title
Applications of Artificial Intelligence and Machine Learning
Published by
Springer Singapore, August 2021
DOI 10.1007/978-981-16-3067-5
ISBNs
978-9-81-163066-8, 978-9-81-163067-5
Editors

Choudhary, Ankur, Agrawal, Arun Prakash, Logeswaran, Rajasvaran, Unhelkar, Bhuvan

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