Soft Computing: Theories and Applications

Table of Contents

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   Book Overview
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   Chapter 1 A Low Cost Charcoal Film Based Moisture Sensor: Fabrication and Computing
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   Chapter 2 Analysis of SMAW Parameters Using Self Organizing Maps and Probability Density Distributions
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   Chapter 3 Inverted LSB Image Steganography
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   Chapter 4 Emerging Ontology Formulation of Optimized Internet of Things (IOT) Services with Cloud Computing
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   Chapter 5 Trend Analysis for Retail Chain Using Statistical Analysis System
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   Chapter 6 An Optimizing Preprocessing Algorithm for Enhanced Web Content
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   Chapter 7 Brain Tumor Classification from MRI Images and Calculation of Tumor Area
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   Chapter 8 The Min-transitive Fuzzy Left-Relation $$\lambda _d(A, B)$$ on Intervals: A Generalization of $$\lambda (A, B)$$
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    Chapter 9 Rule-Based Customer Churn Prediction Model Using Artificial Neural Network Based and Rough Set Theory
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    Chapter 10 Sigmoidal Spider Monkey Optimization Algorithm
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    Chapter 11 Concrete Mix Design Optimization Using a Multi-objective Cuckoo Search Algorithm
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    Chapter 12 3D Scene Reconstruction of Vision Information for Mobile Robot Applications
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    Chapter 13 SCM Enterprise Solution Using Soft Computing Techniques
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    Chapter 14 Performance Analysis of the State-of-the-Art Neural Named Entity Recognition Model on Judicial Domain
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    Chapter 15 Integrated Design of Model-Based Passive Fault-Tolerant Control for Nonlinear Systems Based on PID and Fuzzy Control
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    Chapter 16 Performance Analysis of Evolutionary Technique Based Partitional Clustering Algorithms for Wireless Sensor Networks
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    Chapter 17 Dragon-AODV: Efficient Ad Hoc On-Demand Distance Vector Routing Protocol Using Dragon Fly Algorithm
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    Chapter 18 Comparative Analysis of Post-wavelet Denoising for Interpolated Images Having Various Noises
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    Chapter 19 Analysis of OLSR and GPSR Routing Protocols in Airborne Networks for UDP and TCP Environment
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    Chapter 20 Deep Neural Network Model for Monthly Natural Gas Prediction
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    Chapter 21 Revisiting Cloud Security Threats: IP Spoofing
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    Chapter 22 Query-Oriented Patent Document Summarization System (QPSS)
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    Chapter 23 Further Results on the Stability of Discrete-Time State-Delayed Systems Under the Influence of Saturation Nonlinearities
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    Chapter 24 Sentiment Analysis of IPL Teams Using Supervised Machine Learning Approach
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    Chapter 25 Cryptosystem Based on Double Random Phase Encryption in Hybrid Transform Domain
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    Chapter 26 Sustainable Supplier Selection Using Combined Thinking Process
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    Chapter 27 An Integrated Fuzzy-Based Methodology for Selection of Casting Pattern Material
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    Chapter 28 Efficient VM Placement Policy for Data Centre in Cloud Environment
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    Chapter 29 Digital Image Forensics Using Local Optimal-Oriented Pattern and ELM
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    Chapter 30 Feature Extraction-Based Segmentation of Anti-personnel Landmines and Its Optimization Using Genetic Algorithm
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    Chapter 31 Image Steganography: Hiding Secrets in Random LSB Pixels
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    Chapter 32 A Survey of Similarity Measures for Collaborative Filtering-Based Recommender System
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    Chapter 33 Function Classification of EEG Signal for Human–Computer Interface
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    Chapter 34 Robust Control of Flexible Link Manipulator
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    Chapter 35 Peregrine Preying Pattern-Based Differential Evolution
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    Chapter 36 User Authentication in Big Data
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    Chapter 37 A New Reputation-Based Algorithm (RBA) to Detect Malicious Nodes in Vehicular Ad Hoc Networks (VANETs)
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    Chapter 38 Implementation of Single Image De-hazing System on DSP TMS320C6748 Processor
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    Chapter 39 The Hardware Design Prospective of Object Detection by Using Background Subtraction Techniques: An Analytical Review
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    Chapter 40 Performance of Elementary Schools by Data Envelopment Analysis and Differential Evolution
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    Chapter 41 Solution of Branched Network Problems Using Meta-heuristics
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    Chapter 42 A GEANT4 Simulation Studies on Estimating the Efficiency of 10 B-Based Stacked Semiconductor Neutron Detector
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    Chapter 43 Fuzzy Clustering-Based Process-Monitoring Strategy for a Multistage Manufacturing Facility
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    Chapter 44 Investigation of Filter Bank Multicarrier-Aided OFDM System
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    Chapter 45 Fuzzy Multi-Objective Reliability Optimization of the Mixed Series–Parallel System Using Hybrid NSGA-II
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    Chapter 46 Effective Approach for Sentiment Analysis on Movie Reviews
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    Chapter 47 A Makespan Based Framework for Detection of SLA Violations in Cloud Computing Environment
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    Chapter 48 Integer Wavelet Transform-Based ECG Steganography for Hiding Patients’ Confidential Information in e-Healthcare Systems
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    Chapter 49 Effective Approach for Sentiment Analysis of Food Delivery Apps
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    Chapter 50 Inferential Aspects of Doubly Truncated Generalized Gaussian Distribution
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    Chapter 51 No-Wait Flowshop Scheduling Problem with Bicriteria of Idle Time and Makespan
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    Chapter 52 Classification of Brain MRI Using Deep Learning Techniques
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    Chapter 53 Multi-factor-Based Energy-Efficient Clustering and Routing Algorithm for WSN
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    Chapter 54 Maximize Resource Utilization Using ACO in Cloud Computing Environment for Load Balancing
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    Chapter 55 Biased Maps in Modified Intuitionistic Fuzzy Metric Space and Common Fixed Point Results
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    Chapter 56 Performance Analysis of Jaya Algorithm Using CEC’2013 Benchmark Functions
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    Chapter 57 Comparative Analysis of SEP, I-SEP, LEACH and PSO-Based Clustering Protocols in WSN
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    Chapter 58 AI-Based Recommendation System for Social Networking
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    Chapter 59 Agriculture Monitoring System Using IoT—A Survey
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    Chapter 60 A Hybrid Image Steganography Using Chaotic Maps in DCT Domain
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    Chapter 61 Implementation of Quasi-Euclidean Distance-Based Similarity Model for Retrieving Information from OHSUMED Dataset
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    Chapter 62 M2P2: Movie’s Trailer Reviews Based Movie Popularity Prediction System
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    Chapter 63 Proposed Model/Framework to Avoid Sudden Cardiac Arrest (SCA) and Sudden Cardiac Death (SCD) at Early Stage
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    Chapter 64 Navigation System for Visually Impaired Using Li-Fi Technology
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    Chapter 65 A New Protein Sequence Classification Approach Using Positional-Average Values of Features
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    Chapter 66 Analytical Approach to Cross Project Defect Prediction
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    Chapter 67 Detection and Classification of Citrus Leaf Disease Using Hybrid Features
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    Chapter 68 Short-Term Load Forecasting Using Parametric and Non-parametric Approaches
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    Chapter 69 Analysis of Dynamic and Static Scheduling Algorithms in Soft Real-Time System with Its Implementation
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    Chapter 70 Particulate Matter Estimation Based on Haze Degree Factor
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    Chapter 71 Audio Transmission Over Wavelet-Based Wireless VoIP
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    Chapter 72 Revisiting Requirements Documentation Techniques and Challenges
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    Chapter 73 A Review of Parabolic Trough Collector and Its Modeling
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    Chapter 74 Processing and Properties of SiC/SiC Composites
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    Chapter 75 A Support Vector Machine Based Approach for Effective Fault Localization
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    Chapter 76 Underwater Object Detection and Tracking
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    Chapter 77 Drift-Diffusion Model Parameters Underlying Cognitive Mechanism and Perceptual Learning in Autism Spectrum Disorder
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    Chapter 78 A Study of Spectral Data Processing with Emphasis on Spectral Similarity Measures for Hyperspectral Image Processing
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    Chapter 79 Accessibility Evaluation of Private and Public Websites in India
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    Chapter 80 Parallel Selective Sampling for Imbalance Data Sports Activities
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    Chapter 81 A Novel Approach for Handwritten Character Recognition Using K-NN Classifier
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    Chapter 82 Fuzzy Particle Swarm Page Rank Clustering Algorithm
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    Chapter 83 VEDL: A Novel Video Event Searching Technique Using Deep Learning
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    Chapter 84 Design of Wearable Antennas for Body Area Networks
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    Chapter 85 State-of-the-Art Object Recognition Techniques: A Comparative Study
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    Chapter 87 Image Fusion and Its Separation Using SVD-Based ICA Method
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    Chapter 88 Design of Wearable Health and Hazard Monitoring Device
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    Chapter 89 A Source and Ownership Identification Framework for Mobile-Based Messenger Applications
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    Chapter 90 Analysis of Cryptographic Communications Using Bit-Plane Measures and Fuzzy Computing
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    Chapter 91 Impact of Spacer Engineering on Hybrid Channel Junctionless Transistor Performance
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    Chapter 92 Politics in the Cloud: A Review of Cloud Technology Applications in the Domain of Politics
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    Chapter 93 Applications of Metaheuristics in Hyperspectral Imaging: A Review
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    Chapter 94 Paradigm Shift of Water Demand Forecasting Techniques
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    Chapter 95 A Brief Review on Multi-objective Differential Evolution
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    Chapter 96 Denoising of Continuous Glucose Monitoring Signal with Adaptive SG Filter
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    Chapter 97 Design of FOPID Controller for Regulating Anesthesia
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    Chapter 98 Machine Learning Application for Oscillation Detection in Control Loops
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    Chapter 99 Feature Preserving Regularized Savitzky–Golay Filter for Ultrasonic Images
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     Chapter 100 Sentimental Analysis Using Twitter to Predict the 2019 PM Elections
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     Chapter 101 Quantification of Thought Analysis of Alcohol-Addicted Persons and Memory Loss of Patients Suffering from Stage 4 Liver Cancer
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     Chapter 102 Improved Parameter Estimation of Smart Grid by Hybridization of Kalman Filter with Bayesian Approach
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     Chapter 103 Performance of Cooperative Relaying Techniques Over Different Fading Channels in Industrial Wireless Sensor Networks
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     Chapter 104 Exploring Deep Convolution Neural Networks with Transfer Learning for Transformation Zone Type Prediction in Cervical Cancer
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     Chapter 105 Automatic Extraction of Vessels from Newly Accessible Dataset
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     Chapter 106 Optimization of Wear Behavior of AZ91D-SiC-Gr Hybrid Composites Using Taguchi Experimental Design
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     Chapter 107 Development of Disaster Management and Awareness System Using Twitter Analysis: A Case Study of 2018 Kerala Floods
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     Chapter 108 Different Approaches of Classification of Brain Tumor in MRI Using Gabor Filters for Feature Extraction
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     Chapter 109 Review on Analysis Techniques for Road Pothole Detection
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     Chapter 110 Early Stage Detection of Psoriasis Using Artificial Intelligence and Image Processing
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     Chapter 111 Modelling and Simulation of Reverse Osmosis System Using PSO-ANN Prediction Technique 
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     Chapter 112 High-Performance Fuzzy C-Means Image Clustering Based on Adaptive Frequency-Domain Filtering and Morphological Reconstruction
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     Chapter 113 Content-Based Retrieval of Multimedia Information Using Multiple Similarity Indexes
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     Chapter 114 Handwritten Devanagari Character Generation Using Deep Convolutional Generative Adversarial Network
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     Chapter 115 Data Integrity Authentication Techniques in Cloud Computing: A Survey
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     Chapter 116 Lossless Color Image Watermarking Based on Lifting Scheme and GWO for Copyright Protection
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     Chapter 117 An Integrated TOE-DoI Framework for Cloud Computing Adoption in Higher Education: The Case of Sub-Saharan Africa, Ethiopia
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     Chapter 118 A Monte Carlo Simulation Study of the Angular Correlations by Using Z+Jets Events at Centre of Mass Energy of 14 TeV
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     Chapter 119 Generalized Mathematical Modeling of MEE for Calculation of Steam Efficiency and Steam Consumption
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     Chapter 120 Controller Design Strategies for Load Frequency Control in Power System
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     Chapter 121 DVCC Based Oscillator and Bandpass Filter with Grounded Passive Components
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     Chapter 122 Decadal Growth of BCIs: A Review
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     Chapter 123 Export Performance and Comparative Advantage of India in Healthcare Merchandise Export
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     Chapter 124 A New System Approximation Approach for Modelling of DC–DC Converter
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     Chapter 125 Temperature as a Predictor of Neonatal Sepsis
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     Chapter 126 Isomorphic Subgraph for Identification of Singleton Attractors in Boolean Networks
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     Chapter 127 Integrating Customer Preference Rating Approach with TOPSIS to Evaluate the Quality of Pulp
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     Chapter 128 Online Estimation of Liquid Viscosity and Density Based on Artificial Neural Network Approach
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     Chapter 129 Comparative Analysis of Internet of Things Monitoring Devices in Smart Agriculture Using Deep-Learning Techniques
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     Chapter 130 Security Issues in Internet of Things (IoT)-Enabled Systems: Problem and Prospects
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     Chapter 131 Soil Fertilization Status Assessment for IC-HAPI Zone of Rajasthan with SFM Computational Model
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     Chapter 132 Enhanced Local Search in Shuffled Frog Leaping Algorithm