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Computational Methods and Data Engineering

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Cover of 'Computational Methods and Data Engineering'

Table of Contents

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    Book Overview
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    Chapter 1 Content Recommendation Based on Topic Modeling
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    Chapter 2 Hybrid ANFIS-GA and ANFIS-PSO Based Models for Prediction of Type 2 Diabetes Mellitus
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    Chapter 3 Social Network Analysis of YouTube: A Case Study on Content Diversity and Genre Recommendation
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    Chapter 4 Feature Extraction Technique for Vision-Based Indian Sign Language Recognition System: A Review
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    Chapter 5 Feature-Based Supervised Classifier to Detect Rumor in Social Media
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    Chapter 6 K-harmonic Mean-Based Approach for Testing the Aspect-Oriented Systems
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    Chapter 7 An Overview of Use of Artificial Neural Network in Sustainable Transport System
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    Chapter 8 Different Techniques of Image Inpainting
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    Chapter 9 Web-Based Classification for Safer Browsing
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    Chapter 10 A Review on Cyber Security in Metering Infrastructure of Smart Grids
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    Chapter 11 On Roman Domination of Graphs Using a Genetic Algorithm
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    Chapter 12 General Variable Neighborhood Search for the Minimum Stretch Spanning Tree Problem
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    Chapter 13 Tabu-Embedded Simulated Annealing Algorithm for Profile Minimization Problem
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    Chapter 14 Deep Learning-Based Asset Prognostics
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    Chapter 15 Evaluation of Two Feature Extraction Techniques for Age-Invariant Face Recognition
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    Chapter 16 XGBoost: 2D-Object Recognition Using Shape Descriptors and Extreme Gradient Boosting Classifier
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    Chapter 17 Comparison of Principle Component Analysis and Stacked Autoencoder on NSL-KDD Dataset
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    Chapter 18 Maintainability Configuration for Component-Based Systems Using Fuzzy Approach
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    Chapter 19 Development of Petri Net-Based Design Model for Energy Efficiency in Wireless Sensor Networks
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    Chapter 20 Lifting Wavelet and Discrete Cosine Transform-Based Super-Resolution for Satellite Image Fusion
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    Chapter 21 Biologically Inspired Intelligent Machine and Its Correlation to Free Will
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    Chapter 22 Weather Status Prediction of Dhaka City Using Machine Learning
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    Chapter 23 Image Processing: What, How and Future
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    Chapter 24 A Study of Efficient Methods for Selecting Quasi-identifier for Privacy-Preserving Data Mining
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    Chapter 25 Day-Ahead Wind Power Forecasting Using Machine Learning Algorithms
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    Chapter 26 Query Relational Databases in Punjabi Language
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    Chapter 27 Machine Learning Algorithms for Big Data Analytics
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    Chapter 28 Fault Classification Using Support Vectors for Unmanned Helicopters
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    Chapter 29 EEG Signal Analysis and Emotion Classification Using Bispectrum
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    Chapter 30 Slack Feedback Analyzer (SFbA)
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    Chapter 31 A Review of Tools and Techniques for Preprocessing of Textual Data
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    Chapter 32 A U-Shaped Printed UWB Antenna with Three Band Rejection
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    Chapter 33 Prediction Model for Breast Cancer Detection Using Machine Learning Algorithms
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    Chapter 34 Identification of Shoplifting Theft Activity Through Contour Displacement Using OpenCV
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    Chapter 35 Proof of Policy (PoP): A New Attribute-Based Blockchain Consensus Protocol
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    Chapter 36 Real-Time Stabilization Control of Helicopter Prototype by IO-IPD and L-PID Controllers Tuned Using Gray Wolf Optimization Method
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    Chapter 37 Factors of Staff Turnover in Textile Businesses in Colombia
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    Chapter 38 CTR Prediction of Internet Ads Using Artificial Organic Networks
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    Chapter 39 Web Platform for the Identification and Analysis of Events on Twitter
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    Chapter 40 Method for the Recovery of Indexed Images in Databases from Visual Content
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    Chapter 41 Model for Predicting Academic Performance Through Artificial Intelligence
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    Chapter 42 Feature-Based Sentiment Analysis and Classification Using Bagging Technique
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    Chapter 43 A Novel Image Encryption Method Based on LSB Technique and AES Algorithm
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    Chapter 44 Implementing Ciphertext Policy Encryption in Cloud Platform for Patients’ Health Information Based on the Attributes
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    Chapter 46 Improper Passing and Lane-Change Related Crashes: Pattern Recognition Using Association Rules Negative Binomial Mining
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    Chapter 47 Sleep Stage and Heat Stress Classification of Rodents Undergoing High Environmental Temperature
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    Chapter 48 Development of a Mathematical Model for Solar Power Estimation Using Regression Analysis
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    Chapter 49 Cloud Based Interoperability in Healthcare
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    Chapter 50 Non-attendance of Lectures; Perceptions of Tertiary Students: A Study of Selected Tertiary Institutions in Ghana
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Title
Computational Methods and Data Engineering
Published by
Springer Singapore, October 2020
DOI 10.1007/978-981-15-6876-3
ISBNs
978-9-81-156875-6, 978-9-81-156876-3
Editors

Singh, Vijendra, Asari, Vijayan K., Kumar, Sanjay, Patel, R. B.

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