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Soft Computing for Problem Solving

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Cover of 'Soft Computing for Problem Solving'

Table of Contents

  1. Altmetric Badge
    Book Overview
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    Chapter 1 Artificial Neural Network-Based Smart Energy Meter Monitoring and Control Using Global System for Mobile Communication Module
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    Chapter 2 Efficient Analysis of User Reviews and Community-Contributed Photographs for Reputation Generation
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    Chapter 3 Optimization of Parking Lot Area in Smart Cities Using Game Theory
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    Chapter 4 Toward Automatic Scheduling Algorithm with Hash-Based Priority Selection Strategy
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    Chapter 5 Prediction of Flashover Voltage on 11 kV Composite Insulator Using Kernel Support Vector Machine
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    Chapter 6 Analysis of Human Error of EHS in Healthcare Industry Using TISM
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    Chapter 7 Congestion Control Using Fuzzy-Based Node Reliability and Rate Control
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    Chapter 8 Crowdsourcing Advent to Optimize Supply Chain Network in Rural India
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    Chapter 9 Role of Cloud Forensics in Cloud Computing
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    Chapter 10 Hydromagnetic Squeeze Film in a Longitudinally Rough Conducting Conical Plates
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    Chapter 11 Performance of a Hydromagnetic Squeeze Film Between Longitudinally Rough Conducting Triangular Plates
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    Chapter 12 GPU Computing for Compute-Intensive Scientific Calculation
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    Chapter 13 A Fuzzy-Controlled High Voltage Gain DC–DC Converter for Renewable Applications
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    Chapter 14 Comprehensive Study on Diabetic Retinopathy
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    Chapter 15 A Critical Review on Federated Cloud Consumer Perspective of Maximum Resource Utilization for Optimal Price Using EM Algorithm
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    Chapter 16 Node Localization in Wireless Sensor Networks Using Multi-output Random Forest Regression
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    Chapter 17 Ferro Fluid Based Squeeze Film in a Longitudinally Rough Surface Bearing of Infinite Width: A Comparative Study
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    Chapter 18 Impact of Inertia Weight and Cognitive and Social Constants in Obtaining Best Mean Fitness Value for PSO
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    Chapter 19 Study of Squeeze Film in a Ferrofluid Lubricated Longitudinally Rough Rotating Plates
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    Chapter 20 Study of Longitudinal Roughness on Hydromagnetic Squeeze Film Between Conducting Rotating Circular Plates
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    Chapter 21 Squeeze Film in a Ferrofluid Lubricated Rough Conical Plates: Comparison of Porous Structures
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    Chapter 22 IOT for Capturing Information and Providing Assessment Framework for Higher Educational Institutions—A Framework for Future Learning
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    Chapter 23 Fuzzy Logic Based Packet Dropping Detection Approach for Mobile Ad-Hoc Wireless Network
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    Chapter 24 Performance Analysis of Various Feature Sets for Malaria-Infected Erythrocyte Detection
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    Chapter 25 A Demonstration on Initial Segmentation Step on Closed Digital Planar Curve
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    Chapter 26 Nonlinear System Modelling Using Programmable Hardware for Soft Computing Applications
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    Chapter 27 A Study on Intrusion Detection System of Mobile Ad-hoc Networks
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    Chapter 28 Invasive Weed Optimization Algorithm for Prediction of Compression Index of Lime-Treated Expansive Clays
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    Chapter 29 Collaborative Filtering for Book Recommendation System
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    Chapter 30 Design of an Above Knee Low-Cost Powered Prosthetic Leg Using Electromyography and Machine Learning
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    Chapter 31 Analysing Environmental Factors for Corporate Social Responsibility in Mining Industry Using ISM Methodology
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    Chapter 32 Driver Assistance through Geo-fencing, Sign Board Detection and Reporting Using Android Smartphone
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    Chapter 33 A Surrogate Forward Model Using Artificial Neural Networks in Conjunction with Bayesian Computations for 3D Conduction-Convection Heat Transfer Problem
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    Chapter 34 Analysis of Spatial Domain Image Steganography Based on Pixel-Value Differencing Method
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    Chapter 35 An ANN-Based Text Mining Approach Over Hash Tag and Blogging Text Data
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    Chapter 36 Design and Analysis of 4-Bit Squarer Circuit Using Minority and Majority Logic in MagCAD
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    Chapter 37 Takagi Sugeno Fuzzy-Tuned RTDA controller for pH Neutralization process Subject to Addictive Load Changes
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    Chapter 38 Passive Bandwidth Estimation Techniques for QoS Routing in Wireless LANs
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    Chapter 39 Dynamic Monitoring of Health Using Smart Health Band
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    Chapter 40 Agent-Based Modeling of the Adaptive Immune System Using Netlogo Simulation Tool
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    Chapter 41 Cardiac Arrhythmia Detection Using Ensemble of Machine Learning Algorithms
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    Chapter 42 Characterization of Top Hub Genes in Breast and Lung Cancer Using Functional Association
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    Chapter 43 Selection of a Green Marketing Strategy Using MCDM Under Fuzzy Environment
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    Chapter 44 Stacked Convolutional Autoencoder for Detecting Animal Images in Cluttered Scenes with a Novel Feature Extraction Framework
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    Chapter 45 Personality Identification from Social Media Using Deep Learning: A Review
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    Chapter 46 An Improved Gaussian Mixture Model Based on Prior Probability Factor for MR Brain Image Segmentation
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    Chapter 47 Unimodal Medical Image Registration Based on Genetic Algorithm Optimization
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    Chapter 48 Control Strategies Applied in Solar-Powered Water Pumping System—A Review
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    Chapter 49 Realization of 2-D DCT Using Adder Compressor
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    Chapter 50 Object Classification from Shape Detection
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    Chapter 51 Analysis of Multichannel SSVEP for Different Stimulus Frequencies
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    Chapter 52 Design and Implementation of a Blood Vessel Identification Algorithm in the Diagnosis of Retinography
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    Chapter 53 A Survey on Load/Power Flow Methods and DG Allocation Using Grasshopper Optimization Algorithm in Distribution Networks
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    Chapter 54 Performance Analysis of Convolutional Neural Network When Augmented with New Classes in Classification
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    Chapter 55 A Numerical Representation Method for a DNA Sequence Using Gray Code Method
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    Chapter 56 Adaptive Way of Particle Swarm Algorithm Employing the Fuzzy Logic
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    Chapter 57 Low-Dimensional Spectral Feature Fusion Model for Iris Image Validation
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    Chapter 58 Models for Predictions of Mechanical Properties of Low-Density Self-compacting Concrete Prepared from Mineral Admixtures and Pumice Stone
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    Chapter 59 Text Feature Space Optimization Using Artificial Bee Colony
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    Chapter 60 Secure Multipath Routing for Efficient Load Balancing and Jamming Attack Protection
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    Chapter 61 An IOT-Based Vehicle Tracking System with User Validation and Accident Alert Protocol
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    Chapter 62 Continuous Monitoring of Electricity Energy Meter Using IoT
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    Chapter 63 Frequent Item Set Mining of Large Datasets Using CUDA Computing
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    Chapter 64 Analysis of Road Networks Using the Louvian Community Detection Algorithm
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    Chapter 65 Performance Analysis of Single- and Ensemble-Based Classifiers for Intrusion Detection
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    Chapter 66 Timestamp Anomaly Detection Using IBM Watson IoT Platform
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    Chapter 67 Call Churn Prediction with PySpark
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    Chapter 68 Location of UPFC Based on Critical Bus Ranking Index
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    Chapter 69 Personal Assistant for Social Media
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    Chapter 70 Mobile Application for Alzheimer’s Patients
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    Chapter 71 Study of Human–Computer Interaction in Augmented Reality
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    Chapter 72 Online Real Estate Portal
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    Chapter 73 Accelerometer Based Home Automation System Using IoT
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    Chapter 74 Abnormal Notion of Depicting Encrypted Result—Dynamic Usage of Multi-key Encryption Model (DUMKE)
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    Chapter 75 Shortwave Infrared-Based Phenology Index Method for Satellite Image Land Cover Classification
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    Chapter 76 Exploration of Various Cloud Security Challenges and Threats
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    Chapter 77 Smart Traffic Signaling System Using Arduino
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    Chapter 78 Test Path Identification for Virtual Assistants Based on a Chatbot Flow Specifications
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    Chapter 79 Feature Extraction from Hyperspectral Image Using Decision Boundary Feature Extraction Technique
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    Chapter 80 Securing the Data in Cloud Environment Using Parallel and Multistage Security Mechanism
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    Chapter 81 Hybrid Fuzzy Logic-Based MPPT for Wind Energy Conversion System
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    Chapter 82 Cyclist Detection Using Tiny YOLO v2
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    Chapter 83 Automatic Plant Leaf Classification Based on Back Propagation Networks for Medical Applications
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Title
Soft Computing for Problem Solving
Published by
Springer Singapore, November 2019
DOI 10.1007/978-981-15-0184-5
ISBNs
978-9-81-150183-8, 978-9-81-150184-5
Editors

Das, Kedar Nath, Bansal, Jagdish Chand, Deep, Kusum, Nagar, Atulya K., Pathipooranam, Ponnambalam, Naidu, Rani Chinnappa