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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 Towards the Development of a Decision-Making Framework: A Contribution Inform of a Decision Support Aid for Complex Technical Organization
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    Chapter 2 Multi-attention TransUNet—A Transformer Approach for Image Description Generation
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    Chapter 3 Empirical Review of Oversampling Methods to Handle the Class Imbalance Problem
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    Chapter 4 Automatic COVID Protocols-Based Human Entry Check System
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    Chapter 5 Effect of Machine Translation on Authorship Attribution
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    Chapter 6 Smart Hospitality: Understanding the ‘Green’ Challenges of Hotels and How IoT-Based Sustainable Development Could be the Answer
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    Chapter 7 A Novel Knowledge Distillation Technique for Colonoscopy and Medical Image Segmentation
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    Chapter 8 AI-Enabled Smart Monitoring Device for Image Capturing and Recognition
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    Chapter 9 A Compact Formulation for the mDmSOP: Theoretical and Computational Time Analysis
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    Chapter 10 Keywords on COVID-19 Vaccination: An Application of NLP into Macau Netizens’ Social Media Comments
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    Chapter 11 Ensemble Machine Learning-Based Network Intrusion Detection System
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    Chapter 12 Household Power Consumption Analysis and Prediction Using LSTM
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    Chapter 13 Indian Stock Price Prediction Using Long Short-Term Memory
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    Chapter 14 On the Impact of Temperature for Precipitation Analysis
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    Chapter 15 Vision-Based Facial Detection and Recognition for Attendance System Using Reinforcement Learning
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    Chapter 16 Cross-Modal Knowledge Distillation for Audiovisual Speech Recognition
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    Chapter 17 Classification of Autism Spectrum Disorder Based on Brain Image Data Using Deep Neural Networks
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    Chapter 18 Transformer-Based Attention Model for Email Spam Classification
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    Chapter 19 Agriculture Land Image Classification Using Machine Learning Algorithms and Deep Learning Techniques
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    Chapter 20 A Comprehensive Machine Learning Approach in Detecting Coronary Heart Disease
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    Chapter 21 Evaluation of Crime Against Women Through Modern Data Visualization Techniques for Better Understanding of Alarming Circumstances Across India
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    Chapter 22 Artificial Neural Network-Based Malware Detection Model Among Shopping Apps to Increase the App Security
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    Chapter 23 A Satellite-Based Rainfall Prediction Model Using Convolution Neural Networks
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    Chapter 24 A Smart Enhanced Plant Health Monitoring System Suitable for Hydroponics
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    Chapter 25 A Survey: Classifying and Predicting Features Based on Facial Analysis
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    Chapter 26 Satellite Ortho Image Mosaic Process Quality Verification
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    Chapter 27 Early Prediction of Sepsis Utilizing Machine Learning Models
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    Chapter 28 Detection of Malicious URLs Using Gradient Boosting Classifier
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    Chapter 29 License Plate Recognition Using Neural Networks
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    Chapter 30 Dehazing of Satellite Images with Low Wavelength and High Distortion: A Comparative Analysis
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    Chapter 31 Automated Segmentation of Tracking Healthy Organs from Gastrointestinal Tumor Images
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    Chapter 32 Collision Free Energy Efficient Multipath UAV-2-GV Communication in VANET Routing Protocol
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    Chapter 33 Intelligent Data Transmission Through Stability-Oriented Multi-agent Clustering in VANETs
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    Chapter 34 Improved Chicken Swarm Optimization with Zone-Based Epidemic Routing for Vehicular Networks
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    Chapter 35 Trust Management Scheme-Based Intelligent Communication for UAV-Assisted VANETs
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    Chapter 36 Wideband and High Gain Antenna of Flowers Patches for Wireless Application
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    Chapter 37 Certain Investigations on Solar Energy Conversion System in Smart Grid
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    Chapter 38 Stationary Wavelet-Oriented Luminance Enhancement Approach for Brain Tumor Detection with Multi-modality Images
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    Chapter 39 Multi Parameter Machine Learning-Based Maternal Healthiness Classification System
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    Chapter 40 Machine Learning-Based Brain Disease Classification Using EEG and MEG Signals
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    Chapter 41 Performance Comparison of On-Chain and Off-Chain Data Storage Model Using Blockchain Technology
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    Chapter 42 Performance Analysis of Skin Cancer Diagnosis Model Using Deep Learning Algorithm with and Without Segmentation Techniques
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    Chapter 43 Security for Software Defined Vehicular Networks
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    Chapter 44 Design of Multiband Antenna with Staircase Effect in Ground for Multiband Application
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    Chapter 45 Affine Non-local Means Image Denoising
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    Chapter 46 A Novel LRKS-WSQoS Model for Web Service Quality Estimation Using Machine Learning-Based Linear Regression and Kappa Methods
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    Chapter 47 Deep Learning-Based Optimised CNN Model for Early Detection and Classification of Potato Leaf Disease
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    Chapter 48 Detection of Parkinson’s Disease in Brain MRI Images Using Deep Learning Algorithms
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    Chapter 49 Malicious Bot Detection in Large Scale IoT Network Using Unsupervised Machine Learning Technique
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    Chapter 50 LSTM with Attention Layer for Prediction of E-Waste and Metal Composition
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    Chapter 51 ADN-BERT: Attention-Based Deep Network Model Using BERT for Sarcasm Classification
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    Chapter 52 Prediction of Personality Type with Myers–Briggs Type Indicator Using DistilBERT
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    Chapter 53 A Novel Deep Learning Approach to Find Similar Stocks Using Vector Embeddings
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    Chapter 54 Investigating Vulnerabilities of Information Solicitation Process in RPL-Based IoT Networks
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    Chapter 55 Computer-Based Numerical Analysis of Bioconvective Heat and Mass Transfer Across a Nonlinear Stretching Sheet with Hybrid Nanofluids
Attention for Chapter 14: On the Impact of Temperature for Precipitation Analysis
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Chapter title
On the Impact of Temperature for Precipitation Analysis
Chapter number 14
Book title
Evolution in Computational Intelligence
Published by
Springer, Singapore, January 2023
DOI 10.1007/978-981-99-6702-5_14
Book ISBNs
978-9-81-996701-8, 978-9-81-996702-5
Authors

Premawardhana, Madara, Azeem, Menatallah Abdel, Sengar, Sandeep Singh, Dev, Soumyabrata

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