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Innovations in Computational Intelligence and Computer Vision

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Cover of 'Innovations in Computational Intelligence and Computer Vision'

Table of Contents

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    Book Overview
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    Chapter 1 Stochastic Investigation of Two-Unit Redundant System with Provision of Different Repair Schemes
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    Chapter 2 A Workflow Allocation Strategy Under Precedence Constraints for IaaS Cloud Environment
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    Chapter 3 Artificial Neural Network Analysis for Predicting Spatial Patterns of Urbanization in India
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    Chapter 4 Satellite Radar Interferometry for DEM Generation Using Sentinel-1A Imagery
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    Chapter 5 Cyber Espionage—An Ethical Analysis
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    Chapter 6 Optimized Z-Buffer Using Divide and Conquer
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    Chapter 7 Data Mining in Cloud Computing: Survey
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    Chapter 8 Optimal Nodes Communication Coverage Approach for Wireless Sensor Network Path Planning
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    Chapter 9 Reliability Enhancement of Wireless Sensor Network Using Error Rate Estimation (ERE) Method
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    Chapter 10 Channel Capacity in Psychovisual Deep-Nets: Gaussianization Versus Kozachenko-Leonenko
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    Chapter 11 pARACNE: A Parallel Inference Platform for Gene Regulatory Network Using ARACNe
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    Chapter 12 Information Fusion-Based Intruder Detection Techniques in Surveillance Wireless Sensor Network
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    Chapter 13 Evaluation of AOMDV Routing Protocol for Optimum Transmitted Power in a Designed Ad-hoc Wireless Sensor Network
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    Chapter 14 A New Automatic Query Expansion Approach Using Term Selection and Document Clustering
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    Chapter 15 Investigating Large-Scale Graphs for Community Detection
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    Chapter 16 Big Data Platform Selection at a Hospital: A Rembrandt System Application
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    Chapter 17 Analysis of PQ Disturbances in Renewable Grid Integration System Using Non-parametric Spectral Estimation Approach
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    Chapter 18 Noise Density Range Sensitive Mean-Median Filter for Impulse Noise Removal
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    Chapter 19 Foodborne Disease Outbreak Prediction Using Deep Learning
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    Chapter 20 Convolutional Elman Jordan Neural Network for Reconstruction and Classification Using Attention Window
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    Chapter 21 A Multimodal Biometric System Based on Finger Knuckle Print, Fingerprint, and Palmprint Traits
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    Chapter 22 Image Segmentation of MR Images with Multi-directional Region Growing Algorithm
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    Chapter 23 Countering Inconsistent Labelling by Google’s Vision API for Rotated Images
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    Chapter 24 Computed Tomography Image Reconstruction Using Fuzzy Complex Diffusion Regularization
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    Chapter 25 Predicting the Big-Five Personality Traits from Handwriting
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    Chapter 26 A Novel Framework for Autonomous Driving
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    Chapter 27 Concurrent Multipath Transfer Using Delay Aware Scheduling
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    Chapter 28 Implementation of Recommender System Using Neural Networks and Deep Learning
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    Chapter 29 NER Tagging of Free Text Queries to Search Data for Developing Autonomous Driving System
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    Chapter 30 Predictive Modeling of Brain Tumor: A Deep Learning Approach
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    Chapter 31 Estimation of View Size Using Sampling Techniques
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    Chapter 32 Packet Priority-Based Routing Approach for Vehicular Delay Tolerant Network
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    Chapter 33 Video Tagging and Recommender System Using Deep Learning
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    Chapter 34 Aadhaar-Based Authentication and Authorization Scheme for Remote Healthcare Monitoring
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    Chapter 35 DAN : Breast Cancer Classification from High-Resolution Histology Images Using D eep A ttention N etwork
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    Chapter 36 Automated Surveillance Model for Video-Based Anomalous Activity Detection Using Deep Learning Architecture
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    Chapter 37 Analysis of Gait and Face Biometric Traits from CCTV Streams for Forensics
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    Chapter 38 Multiple Digital Image Watermarking Using SWT, FWHT and R, G, B Channel
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    Chapter 39 Face Liveness Detection to Overcome Spoofing Attacks in Face Recognition System
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    Chapter 40 Analysis of MRI Image Compression Using Compressive Sensing
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    Chapter 41 A Transfer Learning Approach for Drowsiness Detection from EEG Signals
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    Chapter 42 Classification and Measuring Accuracy of Lenses Using Inception Model V3
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    Chapter 43 Detection of Life Threatening ECG Arrhythmias Using Morphological Patterns and Wavelet Transform Method
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    Chapter 44 A New Approach for Fire Pixel Detection in Building Environment Using Vision Sensor
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    Chapter 45 Computer Assisted Classification Framework for Detection of Acute Myeloid Leukemia in Peripheral Blood Smear Images
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    Chapter 46 An Efficient Multimodal Biometric System Integrated with Liveness Detection Technique
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    Chapter 47 A Random Walk-Based Cancelable Biometric Template Generation
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    Chapter 48 Influence of Internal and External Sources on Information Diffusion at Twitter
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    Chapter 49 Pedestrian Detection: Unification of Global and Local Features
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    Chapter 50 Logistic Map-Based Image Steganography Using Edge Detection
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    Chapter 51 Smart Vehicle Tracker for Parking System
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    Chapter 52 An Efficient Technique to Access Cryptographic File System over Network File System
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    Chapter 53 Hybrid Feature Selection Method for Predicting the Kidney Disease Membranous Nephropathy
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    Chapter 54 Feasibility of Adoption of Blockchain Technology in Banking and Financial Sector of India
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    Chapter 55 Machine Learning Techniques for Predicting Crop Production in India
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    Chapter 56 Navier–Stokes-Based Image Inpainting for Restoration of Missing Data Due to Clouds
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    Chapter 57 Perception of Plant Diseases in Color Images Through Adaboost
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    Chapter 58 SWD: Low-Compute Real-Time Object Detection Architecture
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    Chapter 59 Guided Analytics Software for Smart Aggregation, Cognition, and Interactive Visualisation
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    Chapter 60 A Comparison of GA Crossover and Mutation Methods for the Traveling Salesman Problem
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    Chapter 61 Comparison-Based Study to Predict Breast Cancer: A Survey
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    Chapter 62 Software Quality Prediction Using Machine Learning Techniques
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    Chapter 63 Prognosis of Breast Cancer by Implementing Machine Learning Algorithms Using Modified Bootstrap Aggregating
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    Chapter 64 Localizing License Plates in Real Time with RetinaNet Object Detector
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    Chapter 65 Decision Support System for Detection and Classification of Skin Cancer Using CNN
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    Chapter 66 An Attribute-Based Break-Glass Access Control Framework for Medical Emergencies
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    Chapter 67 Faster and Secured Web Services Communication Using Modified IDEA and Custom-Level Security
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    Chapter 68 Reputation-Based Stable Grouping Strategy for Holistic Content Distribution in IoV
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Title
Innovations in Computational Intelligence and Computer Vision
Published by
Springer Singapore, August 2020
DOI 10.1007/978-981-15-6067-5
ISBNs
978-9-81-156066-8, 978-9-81-156067-5
Editors

Sharma, Manoj Kumar, Dhaka, Vijaypal Singh, Perumal, Thinagaran, Dey, Nilanjan, Tavares, João Manuel R. S.

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