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Intelligent Data Engineering and Analytics

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Cover of 'Intelligent Data Engineering and Analytics'

Table of Contents

  1. Altmetric Badge
    Book Overview
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    Chapter 1 Classification of Dry/Wet Snow Using Sentinel-2 High Spatial Resolution Optical Data
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    Chapter 2 Potential of Robust Face Recognition from Real-Time CCTV Video Stream for Biometric Attendance Using Convolutional Neural Network
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    Chapter 3 ATM Theft Investigation Using Convolutional Neural Network
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    Chapter 4 Classification and Prediction of Rice Crop Diseases Using CNN and PNN
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    Chapter 5 SAGRU: A Stacked Autoencoder-Based Gated Recurrent Unit Approach to Intrusion Detection
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    Chapter 6 Comparison of KNN and SVM Algorithms to Detect Clinical Mastitis in Cows Using Internet of Animal Health Things
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    Chapter 7 Two-Way Face Scrutinizing System for Elimination of Proxy Attendances Using Deep Learning
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    Chapter 8 Ontology-Driven Sentiment Analysis in Indian Healthcare Sector
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    Chapter 9 Segmentation of Nuclei in Microscopy Images Across Varied Experimental Systems
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    Chapter 10 Transitional and Parallel Approach of PSO and SGO for Solving Optimization Problems
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    Chapter 11 Remote Sensing-Based Crop Identification Using Deep Learning
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    Chapter 12 Three-Level Hierarchical Classification Scheme: Its Application to Fractal Image Compression Technique
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    Chapter 13 Prediction of POS Tagging for Unknown Words for Specific Hindi and Marathi Language
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    Chapter 14 Modified Multi-cohort Intelligence Algorithm with Panoptic Learning for Unconstrained Problems
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    Chapter 15 Sentiment Analysis on Movie Review Using Deep Learning RNN Method
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    Chapter 16 Super Sort Algorithm Using MPI and CUDA
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    Chapter 17 Significance of Network Properties of Function Words in Author Attribution
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    Chapter 18 Performance Analysis of Periodic Defected Ground Structure for CPW-Fed Microstrip Antenna
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    Chapter 19 Energy Aware Task Consolidation in Fog Computing Environment
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    Chapter 20 Modelling CPU Execution Time of AES Encryption Algorithm as Employed Over a Mobile Environment
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    Chapter 21 Gradient-Based Feature Extraction for Early Termination and Fast Intra Prediction Mode Decision in HEVC
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    Chapter 22 A Variance Model for Risk Assessment During Software Maintenance
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    Chapter 23 Cyber Attack Detection Framework for Cloud Computing
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    Chapter 24 Benchmarking Semantic, Centroid, and Graph-Based Approaches for Multi-document Summarization
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    Chapter 25 Water Availability Prediction in Chennai City Using Machine Learning
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    Chapter 26 Field Extraction and Logo Recognition on Indian Bank Cheques Using Convolution Neural Networks
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    Chapter 27 A Genetic Algorithm Based Medical Image Watermarking for Improving Robustness and Fidelity in Wavelet Domain
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    Chapter 28 Developing Dialog Manager in Chatbots via Hybrid Deep Learning Architectures
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    Chapter 29 Experimental Analysis of Fuzzy Clustering Algorithms
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    Chapter 30 A Regularization-Based Feature Scoring Criterion on Candidate Genetic Marker Selection of Sporadic Motor Neuron Disease
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    Chapter 31 A Study for ANN Model for Spam Classification
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    Chapter 32 Automated Synthesis of Memristor Crossbars Using Deep Neural Networks
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    Chapter 33 Training Time Reduction in Transfer Learning for a Similar Dataset Using Deep Learning
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    Chapter 34 A Novel Model Object Oriented Approach to the Software Design
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    Chapter 36 Optimal Energy Distribution in Smart Grid
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    Chapter 37 Robust Automation Testing Tool for GUI Applications in Agile World—Faster to Market
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    Chapter 38 Storage Optimization Using File Compression Techniques for Big Data
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    Chapter 39 Statistical Granular Framework Towards Dealing Inconsistent Scenarios for Parkinson’s Disease Classification Big Data
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    Chapter 40 Estimation of Sediment Load Using Adaptive Neuro-Fuzzy Inference System at Indus River Basin, India
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    Chapter 41 Efficiency of River Flow Prediction in River Using Wavelet-CANFIS: A Case Study
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    Chapter 42 Customer Support Chatbot Using Machine Learning
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    Chapter 43 Prediction of Diabetes Using Internet of Things (IoT) and Decision Trees: SLDPS
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    Chapter 44 Review Paper on Fourth Industrial Revolution and Its Impact on Humans
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    Chapter 45 Edge Detection Canny Algorithm Using Adaptive Threshold Technique
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    Chapter 46 Fashion Express—All-Time Memory App
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    Chapter 47 Local Production of Sustainable Electricity from Domestic Wet Waste in India
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    Chapter 48 GPS Tracking and Level Analysis of River Water Flow
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    Chapter 49 Ensuring Data Privacy Using Machine Learning for Responsible Data Science
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    Chapter 50 An IoT Based Wearable Device for Healthcare Monitoring
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    Chapter 51 Human Activity Recognition Using Wearable Sensors
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    Chapter 52 Fingerspelling Identification for Chinese Sign Language via Wavelet Entropy and Kernel Support Vector Machine
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    Chapter 53 Clustering Diagnostic Codes: Exploratory Machine Learning Approach for Preventive Care of Chronic Diseases
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    Chapter 54 NormCG: A Novel Deep Learning Model for Medical Entity Linking
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    Chapter 55 A Hybrid Model for Clinical Concept Normalization
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    Chapter 56 Classification of Text Documents of an Electronic Archive Based on an Ontological Model
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    Chapter 57 Influence of Followers on Twitter Sentiments About Rare Disease Medications
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    Chapter 58 Pulmonary Nodule Detection and False Acceptance Reduction: Review
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    Chapter 59 Leveraging Deep Learning Approaches for Patient Case Similarity Evaluation
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    Chapter 60 RUSDataBoost-IM: Improving Classification Performance in Imbalanced Data
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    Chapter 61 Performance Enhancement of Gene Mention Tagging by Using Deep Learning and Biomedical Named Entity Recognition
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    Chapter 62 Mining of Cancerous Region from Brain MRI Slices with Otsu’s Function and DRLS Segmentation
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    Chapter 63 An Automated Person Authentication System with Photo to Sketch Matching Technique
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    Chapter 64 Extraction of Leukocyte Section from Digital Microscopy Picture with Image Processing Method
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    Chapter 65 Brain MRI Examination with Varied Modality Fusion and Chan-Vese Segmentation
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    Chapter 66 Examination of the Brain MRI Slices Corrupted with Induced Noise—A Study with SGO Algorithm
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    Chapter 67 Segmentation and Assessment of Leukocytes Using Entropy-Based Procedure
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    Chapter 68 Image Assisted Assessment of Cancer Segment from Dermoscopy Images
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    Chapter 69 Examination of Optic Disc Sections of Fundus Retinal Images—A Study with Rim-One Database
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    Chapter 70 Inspection of 2D Brain MRI Slice Using Watershed Algorithm
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    Chapter 71 Extraction of Cancer Section from 2D Breast MRI Slice Using Brain Strom Optimization
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    Chapter 72 Air Quality Prediction Using Time Series Analysis
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    Chapter 73 A Comprehensive Survey on Down Syndrome Detection in Foetus Using Modern Technologies
Attention for Chapter 49: Ensuring Data Privacy Using Machine Learning for Responsible Data Science
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Chapter title
Ensuring Data Privacy Using Machine Learning for Responsible Data Science
Chapter number 49
Book title
Intelligent Data Engineering and Analytics
Published by
Springer, Singapore, January 2021
DOI 10.1007/978-981-15-5679-1_49
Book ISBNs
978-9-81-155678-4, 978-9-81-155679-1
Authors

Millena Debaprada Jena, Sunil Samanta Singhar, Bhabendu Kumar Mohanta, Somula Ramasubbareddy, Jena, Millena Debaprada, Singhar, Sunil Samanta, Mohanta, Bhabendu Kumar, Ramasubbareddy, Somula

Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 11 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 11 100%

Demographic breakdown

Readers by professional status Count As %
Student > Master 2 18%
Unspecified 1 9%
Student > Doctoral Student 1 9%
Lecturer 1 9%
Unknown 6 55%
Readers by discipline Count As %
Computer Science 3 27%
Arts and Humanities 1 9%
Unspecified 1 9%
Social Sciences 1 9%
Unknown 5 45%