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Soft Computing: Theories and Applications

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Cover of 'Soft Computing: Theories and Applications'

Table of Contents

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    Book Overview
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    Chapter 1 Comparison of Neural Network-Based Soft Computing Techniques for Electromagnetic Modeling of a Microstrip Patch Antenna
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    Chapter 2 A Ranking Method for q-Rung Orthopair Fuzzy Set Based on Possibility Degree Measure
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    Chapter 3 Detection of Bitcoin Miners by Clustering Crypto Address with Google BigQuery Open Dataset
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    Chapter 4 Comparative Analysis: Sentiment Analysis for Legal Judgment Text in India’s Supreme Court Based on GloVe Pretrained Word Embedding and Deep Learning Models
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    Chapter 5 Measuring the Bytecode Quality of Object-Oriented Software
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    Chapter 6 Evaluating the Climate Change Model with a Mathematical Approach Involving the Cesaro Summation
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    Chapter 7 Hybrid Framework Combining Deep Learning and Grey Wolf Optimizer for Anomaly Detection in IoT-Enabled Systems
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    Chapter 8 Optimal Location of Pumping Station to Minimize the Maximum Cover Depth of Sewerage System
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    Chapter 9 TDS Level Control of Water Purifier Using Fuzzy-PID Controller
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    Chapter 10 Hybrid Crossover Operator in Genetic Algorithm for Solving N-Queens Problem
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    Chapter 11 A Study and Review of RoF Upconversion Techniques for Next Generation Communication Systems
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    Chapter 12 Sentimental Analysis to Predict Women Violence in India Using Machine Learning
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    Chapter 13 Very Short-Term Load Forecasting with Deep Learning Neural Network in Delhi, India
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    Chapter 14 Flood Inundation Mapping Using GIS and Hydraulic Model (HEC-RAS): A Case Study of the Burhi Gandak River, Bihar, India
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    Chapter 15 A Meta-heuristic Learning Approach for Short-term Price Forecasting
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    Chapter 16 Comparative Analysis of Machine Learning Methods for Classification of IoT Malware Attacks
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    Chapter 17 Approximation of Signals by the Triple Product Summability Means of the Fourier Series
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    Chapter 18 Multi-feature-Based Type-2 Fuzzy Set Induced Parallel Rank-Level Fusion in Face Recognition
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    Chapter 19 A Production Inventory System Under Impact of Carbon Emission and Reliability
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    Chapter 20 Crop Classification in the Cauvery Delta Zone Using Machine Learning on Multi-Sensor Data
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    Chapter 21 An Improved User Interface for Enabling Smart Access Using Low-Cost QR-Based Systems at Various Points
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    Chapter 22 Video Summarization Using Hybrid Statistical Approach
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    Chapter 23 Development of a Robust Framework for Surveillance Vehicle
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    Chapter 24 Machine Learning for Health Care: Challenges, Controversies, and Its Applications
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    Chapter 25 Firefly Optimization Technique for Software Quality Prediction
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    Chapter 26 IoT Driven Precision Cultivation for Diverse Indian Climate Conditions
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    Chapter 27 Mental Stress Detection Using EEG Extracted Frequency Bands
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    Chapter 28 Estimating and Predicting Models Using Stochastic Time Series ARIMA Modeling in Emergent Economy
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    Chapter 29 Swarm Intelligence Using Collision Avoidance System
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    Chapter 30 A Multi-objective Approach for Inter-cluster and Intra-cluster Distance Analysis for Numeric Data
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    Chapter 31 A Whale Optimization-Based Energy-Efficient Clustered Routing for Wireless Sensor Networks
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    Chapter 32 Impact of 5G on the Internet of Connected Vehicles and Challenges: A Survey
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    Chapter 33 Random Forest and AdaBoost-DT: Ensemble Machine Learning Estimators to Model Malayalam Poem Syllable Duration
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    Chapter 34 Analytical Modeling of Parabolic Trough Solar Collector
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    Chapter 35 A Hybrid MCIWO-NN Forward Kinematics Estimator for the Stewart Platform
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    Chapter 36 Energy Efficiency and Fault Tolerance in Wireless Sensor Networks: Analysis and Review
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    Chapter 37 A Novel Heart Disease Prediction Approach Using the Hybrid Combination of GA, PSO, and CNN
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    Chapter 38 Iris Biometric Presentation Attack: Types and Detection Techniques—A Review
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    Chapter 39 Healthcare CHATBOT for Diabetic Patients Using Classification
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    Chapter 40 Effective Classification of Tweets Using Machine Learning
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    Chapter 41 Wyverns Scuffle: An MMO Game Using Unreal Engine 4 and Blender 3-D
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    Chapter 42 Implementation of ROS-Based Mobile Robots with Few Shot Object Detection Using TensorFlow API
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    Chapter 43 Rule-Based Credit Card Fraud Detection Using User’s Keystroke Behavior
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    Chapter 44 Multimodal Disease Detection Using Chest X-Ray Images and Electrocardiogram Signals
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    Chapter 45 A Study on Wire Electric Discharge Machining Process Parameters Prediction Model Using Deep Learning Neural Network
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    Chapter 46 WEDM Process Parameters Optimization Using MOPSO
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    Chapter 47 Study of ET 0 by Using Soft Computing Techniques in the Eastern Gandak Project in Bihar, India—A Case Study
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    Chapter 48 Soft Optimal Computing Methods to Identify Surface Roughness in Manufacturing Using a Monotonic Regressor
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    Chapter 49 A BERT Model-Based Sentiment Analysis on COVID-19 Tweets
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    Chapter 50 COVID-19 Cases in India: Prediction and Analysis using Machine Learning
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    Chapter 51 Study of Load Balancing and Security in Cloud Computing
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    Chapter 52 Deep Learning Models for Identification of COVID-19 Using CT Images
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    Chapter 53 Non Orthogonal Multiple Access with Interference Cancellation Scheme
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    Chapter 54 Performance Analysis of MIMO-OFDM-IM System Using Rayleigh Fading Channel
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    Chapter 55 The Enhanced Robotic Trajectory Tracking by Optimized Fractional-Order Fuzzy Controller Using GWO-ABC Algorithm
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    Chapter 56 Detection of Multi-column Text in Related Sequence Using Object Detection Technique
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    Chapter 57 Design and Development of Autonomous Payload Delivery Drone
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    Chapter 58 Theories, Detection Methods, and Opportunities of Fake News Detection
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    Chapter 59 A Novel Pixelated Approach for Synthesis of Wideband Metamaterial Cross Polarizer Using Wind-Driven Optimization Algorithm
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    Chapter 60 A Novel Polynomial Time Heuristic Algorithm for Minimal PMU Allocation in the Grid
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    Chapter 61 Comparative Analysis on Fraud Detection in Credit Card Transaction Using Different Machine Learning Algorithms
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    Chapter 62 Interconnect Paradigm Shift Towards Networks-on-Chip in Manycore Processors: A Review on Challenges
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    Chapter 63 Design of Fast Battery Charging Circuit for Li-Ion Batteries
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    Chapter 64 A Survey on Efficient Interconnects for Neuromorphic Systems
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    Chapter 65 Variable Structure Fuzzy Controller for Unstable Processes
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    Chapter 66 Near Data Processing and Its Applications
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    Chapter 67 Hybrid Artificial Neural Network Model for Prediction of Scour Depth Upstream of Bridge Piers
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    Chapter 68 A Novel Digital Forensic Inspection Model for XSS Attack
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    Chapter 69 A Study on Requests Serialization in Directory-Based Protocol for MESI Cache Coherence Protocol
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    Chapter 70 Understanding the Role of Feature Engineering in Fake News Detection
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    Chapter 71 Metaheuristic Optimization for Three Dimensional Path Planning of UAV
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    Chapter 72 An Automated System for Early Identification of Diseases in Plant Through Machine Learning
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    Chapter 73 Exhaustive Search Approach to Place PV in Radial Distribution Network for Power Loss Minimization
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    Chapter 74 Global Horizontal Solar Irradiance Forecasting Based on Data-Driven and Feature Selection Techniques
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    Chapter 75 Image Encryption Using Chaotic Maps: A Survey
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    Chapter 76 Efficient Computation of Hepatitis Blood Smear Image Encryption Using Enhanced Chaotic Technique for Cloud Storage
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    Chapter 77 A Hybrid Metaheuristic for Transmission Tower Design Optimization
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    Chapter 78 Internet of Things-Based Human Healthcare Monitoring System
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    Chapter 79 Intelligent Heart Disease Prediction System Using Data Mining Modeling Techniques
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    Chapter 80 Maximum Power Point Tracking of Partially Shaded PV System with Improved PSO Strategy
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    Chapter 81 An Enhanced Sine–Cosine Algorithm with Balanced Exploration and Exploitation
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    Chapter 82 Some Properties of  q -Hermite-Fubini Numbers and Polynomials
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    Chapter 83 A Study on Degenerate $$\frac{1}{2}$$ 1 2 -Changhee Numbers and Polynomials
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    Chapter 84 Human Heart Rate Stabilization Using Fractional Order Fuzzy Logic Controller
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    Chapter 85 A Framework for the Evaluation of Factors Affecting Smart Contract Adoption and Enforceability in Port Supply Chain Industry in Ghana
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    Chapter 86 Distributed Ledger Technology (DLT) and Byzantine Fault Tolerance in Blockchain
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Title
Soft Computing: Theories and Applications
Published by
Springer Nature Singapore, May 2022
DOI 10.1007/978-981-19-0707-4
ISBNs
978-9-81-190706-7, 978-9-81-190707-4
Editors

Kumar, Rajesh, Ahn, Chang Wook, Sharma, Tarun K., Verma, Om Prakash, Agarwal, Anand

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