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Intelligence in Big Data Technologies—Beyond the Hype

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Cover of 'Intelligence in Big Data Technologies—Beyond the Hype'

Table of Contents

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    Book Overview
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    Chapter 1 From Dew Over Cloud Towards the Rainbow
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    Chapter 2 L1 Norm SVD-Based Ranking Scheme: A Novel Method in Big Data Mining
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    Chapter 3 Human Annotation and Emotion Recognition for Counseling System with Cloud Environment Using Deep Learning
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    Chapter 4 Enhancing Intricate Details of Ultrasound PCOD Scan Images Using Tailored Anisotropic Diffusion Filter (TADF)
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    Chapter 5 LSTM and GRU Deep Learning Architectures for Smoke Prediction System in Indoor Environment
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    Chapter 6 A Mobile-Based Framework for Detecting Objects Using SSD-MobileNet in Indoor Environment
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    Chapter 7 Privacy-Preserving Big Data Publication: (K, L) Anonymity
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    Chapter 8 Comparative Analysis of the Efficacy of the EEG-Based Machine Learning Method for the Screening and Diagnosing of Alcohol Use Disorder (AUD)
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    Chapter 9 Smart Solution for Waste Management: A Coherent Framework Based on IoT and Big Data Analytics
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    Chapter 10 Early Detection of Diabetes from Daily Routine Activities: Predictive Modeling Based on Machine Learning Techniques
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    Chapter 11 Classification of Gender from Face Images and Voice
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    Chapter 12 An Outlier Detection Approach on Credit Card Fraud Detection Using Machine Learning: A Comparative Analysis on Supervised and Unsupervised Learning
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    Chapter 13 Unmasking File-Based Cryptojacking
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    Chapter 14 Selection of a Virtual Machine Within a Scheduler (Dispatcher) Using Enhanced Join Idle Queue (EJIQ) in Cloud Data Center
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    Chapter 15 An Analysis of Remotely Triggered Malware Exploits in Content Management System-Based Web Applications
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    Chapter 16 GSM-Based Design and Implementation of Women Safety Device Using Internet of Things
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    Chapter 17 A Novel Approach on Various Routing Protocols for WSN
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    Chapter 18 Fraud Detection for Credit Card Transactions Using Random Forest Algorithm
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    Chapter 19 Deep Learning Application in IoT Health Care: A Survey
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    Chapter 20 Context Aware Text Classification and Recommendation Model for Toxic Comments Using Logistic Regression
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    Chapter 21 Self-supervised Representation Learning Framework for Remote Crop Monitoring Using Sparse Autoencoder
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    Chapter 22 Determination of Elements in Human Urine for Transient Biometrics
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    Chapter 23 Optimal Placement of Green Power Generation in the Radial Distribution System Using Harmony Search Algorithm
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    Chapter 24 Data Security and Privacy Protection in Cloud Computing: A Review
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    Chapter 25 Re-Ranking ODI Batsman Using JJ Metric
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    Chapter 26 Intelligent Cloud Load Balancing Using Elephant Herd Optimization
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    Chapter 27 A Quest for Best: A Detailed Comparison Between Drakvuf-VMI-Based and Cuckoo Sandbox-Based Technique for Dynamic Malware Analysis
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    Chapter 28 CloudStore: A Framework for Developing Progressive Streaming Games
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    Chapter 29 Classification of DGA Botnet Detection Techniques Based on DNS Traffic and Parallel Detection Technique for DGA Botnet
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    Chapter 30 Effective Utilization of Face Verification in Fog Computing on Cloud Architecture
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    Chapter 31 An Efficient Mechanism for Revocation of Malicious Nodes in Vehicular Ad Hoc Networks
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    Chapter 32 Robust Service Selection Through Intelligent Clustering in an Uncertain Environment
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    Chapter 33 DNA: Dynamically Negotiable Approach—A P2P-based Overlay for Live Multimedia Streaming
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    Chapter 34 A Study on Feature Extraction and Classification for Tongue Disease Diagnosis
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    Chapter 35 MRI Brain Image Classification System Using Super Pixel Color Contrast and Support Vector Neural Network
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    Chapter 36 Performance Comparison of Machine Learning Models for Classification of Traffic Injury Severity from Imbalanced Accident Dataset
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    Chapter 37 FCM-Based Segmentation and Neural Network Classification of Tumor in Brain MRI Images
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    Chapter 38 SDN-Based Traffic Management for Personalized Ambient Assisted Living Healthcare System
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    Chapter 39 Design and Implementation of Parking System Using Feature Extraction and Pattern Recognition Technique
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    Chapter 40 Classification of Diabetes Milletus Using Naive Bayes Algorithm
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    Chapter 41 A Mood-Based Recommender System for Indian Music Using K -Prototype Clustering
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    Chapter 42 A 3D Convolutional Neural Network for Bacterial Image Classification
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    Chapter 43 Intelligent Big Data Domain for R-fMRI Big Data Preprocessing—An Optimized Approach
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    Chapter 44 Textual Feature Ensemble-Based Sarcasm Detection in Twitter Data
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    Chapter 45 Designing Parallel Operation for High-Performance Cloud Computing Using Partition Algorithm
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    Chapter 46 ATSA: Ageing-Based Task Scheduling Algorithm for Mobile Edge Computing
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    Chapter 47 Application of Big Data in Field of Medicine
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    Chapter 48 Implementation of Extended Play-Fair Algorithm for Client-Side Encryption of Cloud Data
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    Chapter 49 System Modeling and Simulation of an Outdoor Illumination System Using a Multi-layer Feed-Forward Neural Network
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    Chapter 50 Comparative Performance Analysis of Various Classifiers on a Breast Cancer Clinical Dataset
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    Chapter 51 Handling Data Imbalance Using a Heterogeneous Bagging-Based Stacked Ensemble (HBSE) for Credit Card Fraud Detection
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    Chapter 52 Advances in Photoplethysmogram and Electrocardiogram Signal Analysis for Wearable Applications
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    Chapter 53 An Authenticated E-Voting System Using Biometrics and Blockchain
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    Chapter 54 Early Recognition of Herb Sickness Using SVM
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    Chapter 55 Automatic Detection of Sensitive Attribute in Privacy-Preserved Hadoop Environment Using Data Mining Techniques
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    Chapter 56 Performance Analysis of Grid Connected Modified Z -Source High Step up Inverter for Solar Photovoltaic System
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    Chapter 57 Application of Integrated IoT Framework to Water Pipeline Transportation System in Smart Cities
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    Chapter 58 Improved Image Deblurring Using GANs
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    Chapter 59 A Power-Efficient Security Device Leveraging Deep Learning (DL)-Inspired Facial Recognition
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    Chapter 60 Applications, Analytics, and Algorithms—3 A’s of Stream Data: A Complete Survey
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    Chapter 61 Optimization of Extreme Learning Machine Using the Intelligence of Monarch Butterflies for Osteoporosis Diagnosis
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    Chapter 62 Secure and Efficient Sensitive Info-Hiding for Data Sharing via DACES Method in Cloud
Overall attention for this book and its chapters
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Title
Intelligence in Big Data Technologies—Beyond the Hype
Published by
Springer Singapore, July 2020
DOI 10.1007/978-981-15-5285-4
ISBNs
978-9-81-155284-7, 978-9-81-155285-4
Editors

Peter, J. Dinesh, Fernandes, Steven L., Alavi, Amir H.

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