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Data Science and Analytics

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Cover of 'Data Science and Analytics'

Table of Contents

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    Book Overview
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    Chapter 1 Identification of Safety and Security Vulnerabilities in Cyber Physical Systems
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    Chapter 2 A Walkthrough of Blockchain Technology and Its Potential Applications
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    Chapter 3 Blockchain Technology Transforms E-Commerce for Enterprises
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    Chapter 4 Blockchain Secured “Smart Buildings” as Cyber Physical Systems
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    Chapter 5 Iris Based Secured Newfangled System Procuring Miniaturized Prorogation
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    Chapter 6 Accessible and Ethical Data Annotation with the Application of Gamification
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    Chapter 7 Exploring the Possibility of Sybil Attack in Position Based Routing Protocols in VANETs: A Case Study of Greedy Perimeter Coordinator Routing (GPCR)
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    Chapter 8 CBCT: CryptoCurrency Based Blockchain Technology
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    Chapter 9 Fast Information Retrieval over Encrypted Outsourced Cloud Data
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    Chapter 10 Authentication of User in Connected Governance Model
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    Chapter 11 Future of Data Hiding: A Walk Through Conventional to Network Steganography
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    Chapter 12 Sentiment Analysis for Predicting the Popularity of Web Series
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    Chapter 13 An Explicit Analysis of Best Tourist Destinations
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    Chapter 14 Time-Cost Solution Pairs in Multi-index Bulk Transportation Problem
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    Chapter 15 A Statistical Analysis of Various Technologies to Detect and Prevent Fake News
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    Chapter 16 Identification of Salient Attributes in Social Network: A Data Mining Approach
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    Chapter 17 Energy Efficient Content Based Image Retrieval Recommender System in Mobile Cloud
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    Chapter 18 Semantic Web-Based Information Retrieval Models: A Systematic Survey
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    Chapter 19 Comparative Study of Machine Learning Algorithms for Social Media Text Analysis
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    Chapter 20 Spam Detection in Social Network Using Machine Learning Approach
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    Chapter 21 Forecasting Movie Rating Through Data Analytics
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    Chapter 22 Using Statistical Belief Model to Analyze Outcome Using Bayesian Networks
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    Chapter 23 Mining Frequent Itemsets over Vertical Probabilistic Dataset Using FuzzyUeclat Algorithm
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    Chapter 24 Comparison of Random Weight Initialization to New Weight Initialization CONEXP
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    Chapter 25 Exploiting the Most Similar Cases Using Decision Tree to Render Recommendation
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    Chapter 26 Segmentation of Breast Density Using K-Means Clustering Algorithm
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    Chapter 27 Automated Mucous Glands Detection and Segmentation in Colon Histology Images Using Semantic Segmentation
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    Chapter 28 Big Data Cluster Service Discovery: A System Application for Big Data Cluster Security Analysis
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    Chapter 29 Classification of IRIS Recognition Based on Deep Learning Techniques
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    Chapter 30 A Decision Tree Based Supervised Program Interpretation Technique for Gurmukhi Language
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    Chapter 31 Importance of Web Analytics for the Success of a Startup Business
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    Chapter 32 Hierarchical Bayesian Compressed Sensing of Sparse Signals
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    Chapter 33 Data Acquisition for Effective E-Governance: Nigeria, a Case Study
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    Chapter 34 Smart IoT Monitoring Framework Based on OneM2M for Air Quality
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    Chapter 35 Gravitational K-Means Algorithm
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    Chapter 36 Experimental Analysis of Convolutional Neural Networks and Capsule Networks for Image Classification
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    Chapter 37 Evaluation of an Efficient Method for Object Detection in Video
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Title
Data Science and Analytics
Published by
Springer Singapore, August 2020
DOI 10.1007/978-981-15-5830-6
ISBNs
978-9-81-155829-0, 978-9-81-155830-6
Editors

Batra, Usha, Roy, Nihar Ranjan, Panda, Brajendra

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