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Evolution in Computational Intelligence

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Cover of 'Evolution in Computational Intelligence'

Table of Contents

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    Book Overview
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    Chapter 1 Faster Result Retrieval from Health Care Product Sales Data Warehouse Using Materialized Queries
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    Chapter 2 Sense Scheduling for Robotics Cognitive Intelligence
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    Chapter 3 Feature Selection Using Ant Colony Optimization and Weighted Visibility Graph
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    Chapter 4 From Generic to Custom: A Survey on Role of Machine Learning in Pharmacogenomics, Its Applications and Challenges
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    Chapter 5 Personalised Structure Balance Theory-Based Movie Recommendation System
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    Chapter 6 Machine Learning Techniques for the Investigation of Phishing Websites
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    Chapter 7 Feature Extraction and Classification of Gestures from Myo-Electric Data Using a Neural Network Classifier
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    Chapter 8 Text-Convolutional Neural Networks for Fake News Detection in Tweets
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    Chapter 9 Effect of Soil and Climatic Attribute on Greenhouse Gas Emission from Agriculture Sector
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    Chapter 10 Optimal Image Feature Ranking and Fusion for Visual Question Answering
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    Chapter 11 An Investigation on Indoor Navigation Systems
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    Chapter 12 Conceptualization and Design of Remotely-Accessible Hardware Interface (RAHI) Laboratory
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    Chapter 13 A Non-invasive approach for Driver Drowsiness Detection using Convolutional Neural Networks
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    Chapter 14 Disaster Severity Analysis from Micro-Blog Texts Using Deep-NN
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    Chapter 15 WEKA Result Reader—A Smart Tool for Reading and Summarizing WEKA Simulator Files
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    Chapter 16 Predicting Reliability of Web Services Using Hidden Markov Model
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    Chapter 17 Optimal Contrast and Size-Invariant Recursive VCS Using Perfect Reconstruction of White Pixels
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    Chapter 18 Performance Analysis of Brain Imaging Using Enriched CGLS and MRNSD in Microwave Tomography
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    Chapter 19 Analysis and Identification of EEG Features for Mental Stress
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    Chapter 20 Blockchain-Based Grievance Management System
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    Chapter 21 Utility of Neural Embeddings in Semantic Similarity of Text Data
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    Chapter 22 Big Data and Machine Learning Analytics to Detect Epileptic Seizures with Minimum Delay Using Random Window Optimization
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    Chapter 23 An Efficient Evaluation of Spatial Search on Road Networks Using G-Tree
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    Chapter 24 Investigation into the Efficacy of Various Machine Learning Techniques for Mitigation in Credit Card Fraud Detection
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    Chapter 25 Temporal Modeling of On-Street Parking Data for Detection of Parking Violation in Smart Cities
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    Chapter 26 Performance Optimization of Big Data Applications Using Parameter Tuning of Data Platform Features Through Feature Selection Techniques
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    Chapter 27 Development of Emotional Decision-Making Model Using EEG Signals
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    Chapter 28 HMM Classifier Object Recognizing System in Brain–Computer Interface
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    Chapter 29 Deep Learning for Stock Index Tracking: Bank Sector Case
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    Chapter 30 Rank Consensus Between Importance Measures in Hypergraph Model of Social Network
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    Chapter 31 Amplifying the Polarity Categorization on Twitter Data Using Tweet Polarizer Algorithm and Emoticons Score
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    Chapter 32 Classification of Fashion Images Using Transfer Learning
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    Chapter 33 A Novel Adaptive Out of Step Protection in Synchronous Generators Using Support Vector Machine Algorithm
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    Chapter 34 Sentiment Analysis of Movie Reviews Using Support Vector Machine Classifier with Linear Kernel Function
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    Chapter 35 Blockchain-Based Sybil-Secure Data Transmission (SSDT) IoT Framework for Smart City Applications
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    Chapter 36 An Empirical Study of Neural Network Hyperparameters
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    Chapter 37 Waste Management System: Approach with IoT, Prediction, and Dashboard
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    Chapter 38 Brain Tumour Detection in MRI Using Deep Learning
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    Chapter 39 Parallel Implementation of Luhn’s Algorithm for Credit Card Validation Using MPI and CUDA
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    Chapter 40 Malayalam POS Tagger—A Comparison Using SVM and HMM
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    Chapter 41 Comparison of CutShort: A Hybrid Sorting Technique Using MPI and CUDA
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    Chapter 42 Self-Learning and Self-Organizing Log Files by Generating Recursive Associations
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    Chapter 43 Analysis and Prediction of Fantasy Cricket Contest Winners Using Machine Learning Techniques
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    Chapter 44 IoT Stream Data Compression Using LDPC Coding
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    Chapter 45 Improved PSO for Task Scheduling in Cloud Computing
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    Chapter 46 Parallel Implementation of kNN Algorithm for Breast Cancer Detection
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    Chapter 47 Correlated High Average-Utility Itemset Mining
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    Chapter 48 Interactive Labelled Object Treemap: Visualization Tool for Multiple Hierarchies
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    Chapter 49 Medical Transcriptions and UMLS-Based Disease Inference and Risk Assessment Using Machine Learning
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    Chapter 50 Parallel Message Encryption Through Playfair Cipher Using CUDA
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    Chapter 51 Text Classification Using Multilingual Sentence Embeddings
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    Chapter 52 Real-Time Yawn Extraction for Driver’s Drowsiness Detection
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    Chapter 53 FIoT: A QoS-Aware Fog-IoT Framework to Minimize Latency in IoT Applications via Fog Offloading
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    Chapter 54 A Study on Implementation of Text Analytics over Legal Domain
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    Chapter 55 Advanced Key Management System (AKMS) for Security in Public Clouds
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    Chapter 56 Machine Learning and Feature Selection Based Ransomware Detection Using Hexacodes
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    Chapter 57 Hypertension Risk Prediction Using Deep Neural Network
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    Chapter 58 Machine Learning Approach for Student Academic Performance Prediction
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    Chapter 59 Detection of A Stable Age in Children for Face Recognition Application
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    Chapter 60 An Automatic Predictive Model for Sorting of Artificially and Naturally Ripened Mangoes
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    Chapter 61 A Comparative Analysis of Different Classifiers to Propose a Genetically Optimized Neural Network
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    Chapter 62 Vehicle Direction-Based B-MFR Routing Protocol for VANET
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    Chapter 63 Glacier Surface Flow Velocity of Hunza Basin, Karakoram Using Satellite Optical Data
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    Chapter 64 Diabetic Retinopathy Detection Using Transfer Learning and Deep Learning
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    Chapter 65 Prediction of Admissions and Jobs in Technical Courses with Respect to Demographic Location Using Multi-linear Regression Model
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    Chapter 66 Content-Based Image Retrieval Using Statistical Color Occurrence Feature on Multiresolution Dataset
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    Chapter 67 EEDCHS-PSO: Energy-Efficient Dynamic Cluster Head Selection with Differential Evolution and Particle Swarm Optimization for Wireless Sensor Networks (WSNS)
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    Chapter 68 An Unsupervised Searching Scheme over Encrypted Cloud Database
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    Chapter 69 Impact of Dimension Reduced Spectral Features on Open Set Domain Adaptation for Hyperspectral Image Classification
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    Chapter 70 Fog-Based Video Surveillance System for Smart City Applications
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    Chapter 71 Performance Improvement of Deep Residual Skip Convolution Neural Network for Atrial Fibrillation Classification
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    Chapter 72 Detection and Classification of Faults in Photovoltaic System Using Random Forest Algorithm
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    Chapter 73 Clustering Enhanced Encoder–Decoder Approach to Dimensionality Reduction and Encryption
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    Chapter 74 Cryptographic Algorithm Identification Using Deep Learning Techniques
Overall attention for this book and its chapters
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Title
Evolution in Computational Intelligence
Published by
Springer Singapore, August 2020
DOI 10.1007/978-981-15-5788-0
ISBNs
978-9-81-155787-3, 978-9-81-155788-0
Editors

Bhateja, Vikrant, Peng, Sheng-Lung, Satapathy, Suresh Chandra, Zhang, Yu-Dong

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