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Advances in Data Science and Management

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Table of Contents

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    Book Overview
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    Chapter 1 Capturing Anomalies of Cassandra Performance with Increase in Data Volume: A NoSQL Analytical Approach
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    Chapter 2 Cost Evaluation Framework for Fault Prediction Technique in Testing
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    Chapter 3 t-SNE Manifold Learning Based Visualization: A Human Activity Recognition Approach
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    Chapter 4 Augmentation of Behavioral Analysis Framework for E-Commerce Customers Using MLP-Based ANN
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    Chapter 5 Educational Data Mining: A Study on Socioeconomic Indicators in Education in INEP Database
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    Chapter 6 Feature Selection and Clustering of Documents Using Random Feature Set Generation Technique
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    Chapter 8 A Hybrid Time Series Forecasting Method Based on Supervised Machine Learning Program
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    Chapter 9 Analyzing Performance Indices with Query Terms Associated with Data Servers
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    Chapter 10 Author Profiling: Predicting Gender from Document
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    Chapter 11 Use of Data Analytics for Effective E-Governance: A Case Study of “EMutation” System of Odisha
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    Chapter 12 A Meta-Analysis of Impact of ERP Implementation
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    Chapter 13 A Symmetrical Encryption Technique for Text Encryption Using Randomized Matrix Based Key Generation
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    Chapter 14 CNN-BD: An Approach for Disease Classification and Visualization
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    Chapter 15 A Generalized Partial Canonical Correlation Model to Measure Contribution of Individual Drug Features Toward Side Effects Prediction
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    Chapter 16 A Framework of Dimensionality Reduction Utilizing PCA for Neural Network Prediction
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    Chapter 17 Air Quality Through IoT and Big Data Analytics
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    Chapter 18 Artificial Intelligence and Common Sense: The Shady Future of AI
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    Chapter 19 Optimization of the Random Forest Algorithm
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    Chapter 20 Expectation of Radar Returns from Ionosphere Using Decision Tree Technique
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    Chapter 21 A Statistical Analysis of Lazy Classifiers Using Canadian Institute of Cybersecurity Datasets
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    Chapter 22 Strategies and Performance Analysis of Queries Associated with Cloud Database
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    Chapter 23 Cloud-Based Weather Monitoring System
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    Chapter 24 Security Model for Preserving Privacy of Image in Cloud
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    Chapter 25 Scheduling Virtual Data Along with Data Servers: Case Study
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    Chapter 26 Investigating Various Cryptographic Techniques Used in Cloud Computing
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    Chapter 27 Homomorphic Encryption: Review and Applications
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    Chapter 28 Storing “OPTIK” Data in Cloud: Photonics for Embedded Application
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    Chapter 29 Establishing of Bio-Info in Cloud
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    Chapter 30 A Framework of Fog Computing for Business
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    Chapter 31 Infrastructure as a Service: Cloud Computing Model for Micro Companies
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    Chapter 32 Leafycube: A Novel Hypercube Derivative for Parallel Systems
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    Chapter 33 A Novel Approach on the Role of Femto Small Cells for Effective Energy Consumption in 5G Networks
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    Chapter 34 Implementation of Multipath-Based Multicast Routing Protocol in Hierarchical Wireless Sensor Network
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    Chapter 35 PDF Analysis of Different Channel Models in FSO
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    Chapter 36 A Novel Study on the Role of Cell Zooming for Energy Efficiency and Quality of Service in 5G Technologies
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    Chapter 37 Image Mining by Multiple Features
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    Chapter 38 Prediction of Artificial Water Recharge Sites Using Fusion of RS, GIS, AHP and GA Technologies
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    Chapter 39 Lesion Localization and Extreme Gradient Boosting Characterization with Brain Tumor MRI Images
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    Chapter 40 Video Surveillance for Violence Detection Using Deep Learning
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    Chapter 41 Identification of Crop Health Condition Using IoT Based Automated System
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    Chapter 43 Prediction of Malignant and Benign Breast Cancer: A Data Mining Approach in Healthcare Applications
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    Chapter 44 A Deep Neural Network on Object Recognition Framework for Submerged Fish Images
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    Chapter 45 Characterization and Optimization of Tool Design of an Injection Molded Part Through Mold-Flow Analysis
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    Chapter 46 Analysis and Design of Ethernet to HDMI Gateway Using Xilinx Vivado
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    Chapter 47 Energy Efficient and Multicast Based Greedy Routing for Proactive and Reactive Routing Protocols
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    Chapter 48 Evolution of Optical Storage in Computer Memory
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    Chapter 49 Dipole Antenna Frequency Shift Using RT Duroid Case
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    Chapter 50 Realization of Monochromatic Filter in Visible Range: An Application to Optical Embedded System
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    Chapter 51 Zero Loss 90° Waveguide: A Futuristic Photonic Components to Unravel Bending Loss Issues
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    Chapter 52 Stress Effect on a-SiCN:H Waveguide at Terahertz Frequency for Sensing Application Using FDTD Technique
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    Chapter 53 Investigation of Graphene Nanoparticles in a Nanocomposite Film via Photonic Crystal Fiber Through Regression Analysis
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    Chapter 54 Design a 4-Bit Carry Look-Ahead Adder Using Pass Transistor for Less Power Consumption and Maximization of Speed
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    Chapter 55 Design and Analysis of Hybrid Antenna for Next-Generation Electronics Applications
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    Chapter 56 Development of Compact Microwave CPW Band-Stop Filter Based on Sub-wavelength Metamaterial Filter
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Title
Advances in Data Science and Management
Published by
Springer Singapore, January 2020
DOI 10.1007/978-981-15-0978-0
ISBNs
978-9-81-150977-3, 978-9-81-150978-0
Editors

Borah, Samarjeet, Emilia Balas, Valentina, Polkowski, Zdzislaw

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