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Inventive Communication and Computational Technologies

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Cover of 'Inventive Communication and Computational Technologies'

Table of Contents

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    Book Overview
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    Chapter 1 Mitigating Vanishing Gradient in SGD Optimization in Neural Networks
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    Chapter 2 A Comparative Analysis of Heart Disease Diagnosis with Machine Learning Models
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    Chapter 3 The Impact of Information System and Technology of Courier Service During Pandemic
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    Chapter 4 Event Detection in Social Media Analysis: A Survey
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    Chapter 5 Artificial Intelligence Mechanism to Predict the Effect of Bone Mineral Densıty in Endocrıne Diseases—A Review
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    Chapter 6 Evaluation of Deep Learning CNN Models with 24 Metrics Using Soybean Crop and Broad-Leaf Weed Classification
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    Chapter 7 Bluetooth Controlled Integrated Robotic Arm with Temperature and Moisture Sensor Modules
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    Chapter 8 Image Dehazing Using Generic Model Agnostic Convolutional Neural Network
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    Chapter 9 A Novel Approach to Build Privacy and Trust in Vehicle Sales Using DID
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    Chapter 10 Bipolar Disease Data Prediction Using Adaptive Structure Convolutional Neuron Classifier Using Deep Learning
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    Chapter 11 Oceanographic and Hydrological Study of the Moroccan Atlantic Coast: Focus on the Upwelling
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    Chapter 12 The Acceptance of Artificial Intelligence in the Commercial Use of Crypto-Currency and Blockchain Systems
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    Chapter 13 Deep Hybrid Model with Trained Weights for Multimodal Sarcasm Detection
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    Chapter 14 InsuraChain: A Blockchain-Based Parametric Health Insurance Platform
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    Chapter 15 Automating Audio Attack Vectors
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    Chapter 16 Child Detection by Utilizing Touchscreen Behavioral Biometrics on Mobile
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    Chapter 17 Hand Gesture-Controlled Wheelchair
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    Chapter 18 Decentralized Evidence Storage System Using Blockchain and IPFS
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    Chapter 19 Investigation of DCF Length and Input Power Selection for Optical Transmission Systems
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    Chapter 20 Resource Optimization with Digital Twins Using Intelligent Techniques for Smart Healthcare Management
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    Chapter 21 MS-CDG: An Efficient Cluster-Based Data Gathering Using Mobile Sink in Wireless Sensor Networks
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    Chapter 22 A Machine Learning-Based Approach for Classifying Socially Isolated Individuals in a Pandemic Context
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    Chapter 23 Simulation on Natural Disaster Fire Accident Evacuation Using Augmented Virtual Reality
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    Chapter 24 Verifi-Chain: A Credentials Verifier Using Blockchain and IPFS
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    Chapter 25 IOT-Based Cost-Effective Solar Energy Monitoring System
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    Chapter 26 Investigation of Assessment Methodologies in Information Security Risk Management
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    Chapter 27 TSCH Scheduling Mechanism Based on the Network’s Throughput with Dynamic Power Allocation and Slot-Frame Delay
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    Chapter 28 Movie Recommendation System Using Hybrid Approach
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    Chapter 29 Highly Correlated Linear Discriminant Analysis for Dimensionality Reduction and Classification in Healthcare Datasets
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    Chapter 30 Identification of Brain Tumor Images Using a Novel Machine Learning Model
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    Chapter 31 A Study on Real-Time Vehicle Speed Measurement Techniques
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    Chapter 32 Deep Learning with Attention Mechanism for Cryptocurrency Price Forecasting
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    Chapter 33 Deep Learning-Based Continuous Glucose Monitoring with Diabetic Prediction Using Deep Spectral Recurrent Neural Network
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    Chapter 34 Performance Analysis of DeeplabV3+ Using State-of-the-Art Encoder Architectures for Waterbody Segmentation in Remote Sensing Images
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    Chapter 35 An Exploratory Comparison of LSTM and BiLSTM in Stock Price Prediction
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    Chapter 36 Forecasting Intraday Stock Price Using Attention Mechanism and Variational Mode Decomposition
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    Chapter 37 Decoding the Twitter Sentiment Using Artificial Intelligence Tools: A Study on Tokyo Olympics 2020
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    Chapter 38 Fast and Accurate YOLO Framework for Live Object Detection
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    Chapter 39 Chatbot-Based E-System for Animal Husbandry with E-Farming
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    Chapter 40 Mood Classification of Bangla Songs Based on Lyrics
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    Chapter 41 A Machine Learning and Deep Learning Approach for Accurate Crop-Type Mapping Using Sentinel-1 Satellite Data
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    Chapter 42 Size Matters: Exploring the Impact of Model Architecture and Dataset Size on Semantic Segmentation of Abdominal Wall Muscles in CT Scans
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    Chapter 43 Proactive Decision Making for Handover Management on Heterogeneous Networks
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    Chapter 44 A Comprehensive Review on Fault Data Injection in Smart Grid
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    Chapter 45 JuLeDI: Jute Leaf Disease Identification Using Convolutional Neural Network
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    Chapter 46 Utilizing Deep Learning Methodology to Classify Diabetic Retinopathy
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    Chapter 47 Mapping the Literature of Artificial Intelligence in Medical Education: A Scientometric Analysis
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    Chapter 48 Development of a Blockchain-Based On-Demand Lightweight Commodity Delivery System
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    Chapter 49 Flower Disease Detection Using CNN
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    Chapter 50 Detection of Natural Disasters Using Machine Learning and Computer Vision by Replacing the Need of Sensors
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    Chapter 51 Prediction of Blood Pressure and Diabetes with AI Techniques—A Review
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    Chapter 52 Comparative Analysis of Various Machine Learning Algorithms to Detect Cyberbullying on Twitter Dataset
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    Chapter 53 Machine Learning for Perinatal Complication Prediction: A Systematic Review
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    Chapter 54 Multi-modal Biometrics’ Template Preservation and Individual Identification
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    Chapter 55 Emotion Recognition Through Physiological Signals and Brain Sensing
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    Chapter 56 Uncovering Deception: A Study on Machine Learning Techniques for Fake News Detection
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    Chapter 57 A Process Model for Intelligent Analysis and Normalization of Academic and Educational Data
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    Chapter 58 Virtual Machine Consolidation Techniques to Reduce Energy Consumption in Cloud Data Centers: A Survey
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    Chapter 59 Machine Learning-Based Human Body Mass Index Prediction Using Facial Features
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    Chapter 60 Performance Evaluation of P&O and PSO-Based MPPT for Wind Energy Conversion Systems
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    Chapter 61 A Novel Algorithm for Genomic STR Mining and Phylogeny Reconstruction
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    Chapter 62 Comparative Analysis and Evaluation of Pothole Detection Algorithms
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    Chapter 63 Selective Kernel Networks for Lung Abnormality Diagnosis Using Chest X-rays
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    Chapter 64 A Natural Language Processing Technique to Identify Exaggerated News Titles
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    Chapter 65 Pareto Optimization Technique for Protein Motif Detection in Genomic Data Set
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    Chapter 66 Communicable Disease Prediction Using Machine Learning and Deep Learning Algorithms
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    Chapter 67 Novel Visual Effects in Computer Vision of Animation Film Based on Artificial Intelligence
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    Chapter 68 Performance Evaluation of SDN Controllers
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    Chapter 69 An Ensemble for Satellite Image to Map Layout Translation
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    Chapter 70 How is Robotic Process Automation Revolutionising the Way Healthcare Sector Works?
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    Chapter 71 A Survey of Visible and Infrared Image Fusion Methodologies
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    Chapter 72 Efficient Rent Price Prediction Model for the Development of a House Marketplace Website by Analyzing Various Regression-Based Machine Learning Algorithms
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    Chapter 73 Human–Computer Interactions with Artificial Intelligence and Future Trends of HCI—A Study
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    Chapter 74 Future Worth: Predicting Resale Values with Machine Learning Techniques
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    Chapter 75 Smart Digital E-portal for Indian Farmers
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Title
Inventive Communication and Computational Technologies
Published by
Springer Nature Singapore, October 2023
DOI 10.1007/978-981-99-5166-6
ISBNs
978-9-81-995165-9, 978-9-81-995166-6
Editors

Ranganathan, G., Papakostas, George A., Rocha, Álvaro

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