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Information Systems for Intelligent Systems

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Cover of 'Information Systems for Intelligent Systems'

Table of Contents

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    Book Overview
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    Chapter 1 Social Media as Communication–Transformation Tools
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    Chapter 2 Bidirectional DC–DC Converter-Based Energy Storage System Method for Electric Vehicles
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    Chapter 3 Design of Smart Irrigation System in Sone Command Area Bihar for Paddy Crop
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    Chapter 4 A Footstep to Image Deconvolution Technique for the Both Known and Unknown Blur Parameter
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    Chapter 5 Secured Monitoring of Unauthorized UAV by Surveillance Drone Using NS2
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    Chapter 6 Design and Implementation of Machine Learning-Based Hybrid Model for Face Recognition System
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    Chapter 7 Taxonomy for Classification of Cloud Service (Paas) Interoperability
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    Chapter 8 Form Scanner & Decoder
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    Chapter 9 Intrusion Detection Using Feed-Forward Neural Network
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    Chapter 10 Design and Development of Smart Waste Management Automatic Bin
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    Chapter 11 A Digital Socio-Technical Innovation to Bridge Rural–Urban Education Divide: A Social Entrepreneurial Perspective
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    Chapter 12 Robust Plant Leaves Diseases Classification Using EfficientNet and Residual Block
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    Chapter 13 Breast Cancer Classification Model Using Principal Component Analysis and Deep Neural Network
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    Chapter 14 A Novel Hierarchical Face Recognition Method Based on the Geometrical Face Features and Convolutional Neural Network with a New Layer Arrangement
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    Chapter 15 Contextual Academic Achievement Analysis Affected by COVID-19 Pandemic of Higher Education Learners in Thailand Using Machine Learning Techniques
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    Chapter 16 Medical Records Sharing System Based on Blockchain: A Case Study in Vietnam
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    Chapter 17 An Efficient Detection and Classification of Sarcastic by Using CNN Model
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    Chapter 18 Internet of Things Security and Privacy Policy: Indonesia Landscape
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    Chapter 19 Fluctuating Small Data Imputation with Lagrange Interpolation Based
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    Chapter 20 Shuffle Split-Edited Nearest Neighbor: A Novel Intelligent Control Model Compression for Smart Lighting in Edge Computing Environment
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    Chapter 21 Intelligent Remote Online Proctoring in Learning Management Systems
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    Chapter 22 Analysis of Crop Yield Prediction Using Random Forest Regression Model
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    Chapter 23 Music Genre Classification Using Federated Learning
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    Chapter 24 Perception Mapping of Internet of Things in Augmenting Agroforestry: A Preliminary Exploration
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    Chapter 25 Student Placement Analyser and Predictor Using Machine Learning and Data Analytics
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    Chapter 26 Difference Equations, Stationary and Non-stationary Discrete Systems in Block Ciphers
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    Chapter 27 Promotion of Sustainable Entrepreneurship Through Executive MBA Education
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    Chapter 28 An Overview of Self-Organizing Network (SON) as Network Management System in Mobile Telecommunication System
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    Chapter 29 Deep and Transfer Learning in Malignant Cell Classification for Colorectal Cancer
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    Chapter 30 The Knowledge Management Model for Spa Business Entrepreneurship in the Upper Northern Thailand
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    Chapter 31 Traffic Analysis Using Deep Learning and DeepSORT Algorithm
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    Chapter 32 Blockchain-Based Certificate Verification
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    Chapter 33 Optical Wireless Communication for 6G Networks
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    Chapter 34 Workpiece Recognition Technology Based on Improved SIFT Algorithm
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    Chapter 35 An Analysis of COVID Effected Patients
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    Chapter 36 Keyword-Based Global Search to Understand the Impact of the Scenario of the Keyword
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    Chapter 37 Internet of Things: Innovation in Evaluation Techniques
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    Chapter 38 Discovering the Performance of MANET with Malicious and Non-malicious Node Using Newton–Raphson Method
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    Chapter 39 GAN to Produce New Faces and Detection Expression
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    Chapter 40 Predicting Adverse Reaction of COVID-19 Vaccine with the Help of Machine Learning
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    Chapter 41 Intelligent Transportation Reminder System Using Mobile Terminal and IoT
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    Chapter 42 Plant Leaf Diseases Detection and Classification Using Spectroscopy
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    Chapter 43 Synthetic Data and Its Evaluation Metrics for Machine Learning
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    Chapter 44 Sacred Spaces Enduring Pro-environmental Behavior: A Case Study from Kerala Temple
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    Chapter 45 A Hybrid Convolutional Neural Network–Random Forest Model for Plant Disease Diagnosis
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    Chapter 46 Voice Data-Mining on Audio from Audio and Video Clips
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    Chapter 47 Using Optimization Algorithm to Improve the Accuracy of the CNN Model on the Rice Leaf Disease Dataset
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    Chapter 48 Evaluation and Techniques of Automatic Text Summarization
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    Chapter 49 Photo Classification Using Machine Learning to Understand the Interests of Tourists
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    Chapter 50 Combining Contrast Limited Adaptive Histogram Equalization and Canny’s Algorithm for the Problem of Counting Seeds on Rice
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    Chapter 51 Remote Health Monitoring System Using Microcontroller—Suitable for Rural and Elderly Patients
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    Chapter 52 A Review on Twitter Data Sentiment Analysis Related to COVID-19
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    Chapter 53 Risk Reduction and Emergency Response Utilizing Beacon and Mobile Technology
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    Chapter 54 Arduino and NodeMCU-Based Smart Soil Moisture Balancer with IoT Integration
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    Chapter 55 Privacy Preserving Keyword Search Over Hash Encrypted Data in Distributed Environment
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    Chapter 56 Promoting Network Connectivity in a Textile Showroom
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    Chapter 57 Classroom Beyond Walls: Perspectives of Students and Teachers on Pedagogy and Features of MOOCs
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Title
Information Systems for Intelligent Systems
Published by
Springer Nature Singapore, March 2023
DOI 10.1007/978-981-19-7447-2
ISBNs
978-9-81-197446-5, 978-9-81-197447-2
Editors

So-In, Chakchai, Londhe, Narendra D., Bhatt, Nityesh, Kitsing, Meelis