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Computational Intelligence

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Cover of 'Computational Intelligence'

Table of Contents

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    Book Overview
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    Chapter 1 Computational Modeling of Multilevel Organizational Learning: From Conceptual to Computational Mechanisms
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    Chapter 2 Deep Learning-Based Black Hole Detection Model for WSN in Smart Grid
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    Chapter 3 Video Forgery Detection and Localization with Deep Learning Using W-NET Architecture
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    Chapter 4 Learning to Transfer Knowledge Between Datasets to Enhance Intrusion Detection Systems
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    Chapter 5 Retrospective Study of Convolutional Neural Network for Medical Image Analysis and a Deep Insight Through Histopathological Dataset
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    Chapter 6 Building Web-Based Subject-Specific Corpora on the Desktop: Evaluation of Search Metrics
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    Chapter 7 Studying Effectiveness of Transformers Over FastText
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    Chapter 8 Aerial Object Detection Using Deep Learning: A Review
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    Chapter 9 Precise Temperature Control Scheme for Nonlinear CSTR Using Equilibrium Optimizer Tuned 2-DOF FOPID Controller
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    Chapter 10 Descriptive Predictive Model for Parkinson’s Disease Analysis
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    Chapter 11 Recommender System Based on Network Structure Link Analysis Technique Through Community Detection in Social Network to Handle the Cold-Start Problem
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    Chapter 12 Performance Analysis of NOMA Over Hybrid Satellite Terrestrial Communication Systems
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    Chapter 13 Multivariate Partially Blind Signature Scheme
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    Chapter 14 Topic Analysis and Visualisation of Peer-to-Peer Platform Data: An Airbnb Case Study
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    Chapter 15 Pandemic-Induced Behavioral Change in Mobile Banking Adoption: An Opportunity for Indian Banking Industry for Embracing Artificial Intelligence
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    Chapter 16 On the Efficacy of Boosting-Based Ensemble Learning Techniques for Predicting Employee Absenteeism
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    Chapter 17 Framework to Impute Missing Values in Datasets
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    Chapter 18 Modelling of an Efficient System for Predicting Ships’ Estimated Time of Arrival Using Artificial Neural Network
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    Chapter 19 A Critical Review on Search-Based Security Testing of Programs
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    Chapter 20 Feature Selection Methods for IoT Intrusion Detection System: Comparative Study
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    Chapter 21 Reformed Binary Gray Wolf Optimizer (RbGWO) to Efficiently Detect Anomaly in IoT Network
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    Chapter 22 A Feature-Based Recommendation System for Mobile Number Portability
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    Chapter 23 An Efficient Deep Learning Model FVNet for Fingerprint Verification
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    Chapter 24 Microcalcification Detection Using Ensemble Classifier
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    Chapter 25 Classification and Prediction of Financial Datasets Using Genetic Algorithms
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    Chapter 26 Stratified Alignment Using Attention Mechanism for Video Captioning
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    Chapter 27 An IoT-Based Efficient Water Quality Prediction System for Aquaponics Farming
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    Chapter 28 Cluster-Based Congestion Avoidance and Data Aggregation Routing in Wireless Sensor Networks
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    Chapter 29 Relevance Vector Machine Tools for Evaluating the Strength Parameters of HPC Incorporating Quarry Dust and Mineral Admixtures with Fibers
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    Chapter 30 AI-Enabled Circuit Design to Detect Walking Pattern for Humanoid Robot Using Force Sensor
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    Chapter 31 A Review on Geo-location-Based Authentication with Various Lossless Compression Techniques
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    Chapter 32 Fine-Tuning BART for Abstractive Reviews Summarization
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    Chapter 33 Cell Segmentation of Histopathological Images of Glioma Using Voronoi Tessellation and Quadtree Representation
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    Chapter 34 Comparative Analysis of LSTM, Encoder-Decoder and GRU Models for Stock Price Prediction
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    Chapter 35 Prediction of Software Vulnerabilities Using Random Forest Regressor
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    Chapter 36 Forward Solver for Electrical Impedance Tomography System for Detection of Breast Cancer Using Simulation
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    Chapter 37 Smart Farming System Based on IoT for Precision Controlled Greenhouse Management
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    Chapter 38 Performance Analysis of QuickMerge and QuickInsertionMerge Algorithms
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    Chapter 39 Classification of Slow and Fast Learners Using Deep Learning Model
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    Chapter 40 Voting Ensemble-Based Model for Sentiment Classification of Hindi Movie Reviews
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    Chapter 41 Brain Tumor Detection with Artificial Intelligence Method
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    Chapter 42 Drowsy Driver Detection Using Galvanic Skin Response
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    Chapter 43 A Vocabulary-Based Framework for Sentiment Analysis
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    Chapter 44 Decentralized Framework to Strengthen DevOps Using Blockchain
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    Chapter 45 Application of Machine Learning for Analysis of Fruit Defect: A Review
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    Chapter 46 COVID-19 Data Clustering Using K-means and Fuzzy c-means Algorithm
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    Chapter 47 Body Temperature and Oxygen Level Detection System
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    Chapter 48 Generating ISL Using Audio Speech
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    Chapter 49 Classification of Patient’s Heartbeat Obtained by ECG Using Active Learning
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    Chapter 50 Career Path Prediction System Using Supervised Learning Based on Users’ Profile
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    Chapter 51 An Improved Technique for Risk Prediction of Polycystic Ovary Syndrome (PCOS) Using Feature Selection and Machine Learning
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    Chapter 52 Fog-Enabled Framework for Patient Health-Monitoring Systems Using Internet of Things and Wireless Body Area Networks
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    Chapter 53 Robust Control of Proton Exchange Membrane Fuel Cell (PEMFC) System
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    Chapter 54 Popularity-Based BERT for Product Recommendation
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    Chapter 55 A Novel Segmentation-Free Approach for Handwritten Sentence Recognition
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    Chapter 56 Decision-Making in Mask Disposal Techniques Using Soft Set Theory
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    Chapter 57 Computational Analysis of PID and PSO-PID Optimization for MIMO Process Control System
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    Chapter 58 Comparative Soil Parameters Anatomization Using ML to Estimate Fertility in Kitchen Garden
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    Chapter 59 Development of Submarine Simulation for Assessment of Cognitive Skills
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    Chapter 60 Road Lane Line and Object Detection Using Computer Vision
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    Chapter 61 Evaluation of Support Vector Machine and Binary Convolutional Neural Network for Automatic Medicinal Plant Species Identification
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    Chapter 62 Implementation of All-Optical Logic Gates AND, OR, NOT, XOR Using SOA at 100 Gb/s
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    Chapter 63 An Efficient Hybrid Approach for Malware Detection Using Frequent Opcodes and API Call Sequences
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    Chapter 64 Exploring the Emotion Recognition in Speech Using Machine Learning
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    Chapter 65 Deep Learning Framework for Compound Facial Emotion Recognition
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    Chapter 66 Sustainably Nurturing a Plant (SNAP) Using Internet of Things
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    Chapter 67 Monitoring Senior Citizens Using IoT and ML
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    Chapter 68 Analysis of Indian Rice Quality Using Multi-class Support Vector Machine
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    Chapter 69 COVID Detection Using Cough Sound
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    Chapter 70 Design of AMBA AHB Master and Implementing It on FPGA
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    Chapter 71 An Empirical Study on the Future of Publication Repositories and Its Adaptability in Public universities—A Case Study of Shaqra University, Saudi Arabia
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    Chapter 72 The POPIA 7th Condition Framework for SMEs in Gauteng
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Title
Computational Intelligence
Published by
Springer Nature Singapore, March 2023
DOI 10.1007/978-981-19-7346-8
ISBNs
978-9-81-197345-1, 978-9-81-197346-8
Editors

Shukla, Anupam, Murthy, B. K., Hasteer, Nitasha, Van Belle, Jean-Paul

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