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دانلود کتاب IoT, Cloud and Data Science: Selected peer-reviewed full text papers from the International Research Conference on IoT, Cloud and Data Science (IRCICD'22)

دانلود کتاب IoT، Cloud و Data Science: مقالات متن کامل منتخب با بازبینی همتا از کنفرانس تحقیقاتی بین المللی در مورد اینترنت اشیا، ابر و علم داده (IRCICD'22)

IoT, Cloud and Data Science: Selected peer-reviewed full text papers from the International Research Conference on IoT, Cloud and Data Science (IRCICD'22)

مشخصات کتاب

IoT, Cloud and Data Science: Selected peer-reviewed full text papers from the International Research Conference on IoT, Cloud and Data Science (IRCICD'22)

ویرایش:  
نویسندگان: , , , ,   
سری: Advances in Science and Technology; 124 
 
ناشر: Trans Tech Publications 
سال نشر: 2023 
تعداد صفحات: 910
[911] 
زبان: English 
فرمت فایل : PDF (درصورت درخواست کاربر به PDF، EPUB یا AZW3 تبدیل می شود) 
حجم فایل: 73 Mb 

قیمت کتاب (تومان) : 41,000

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فهرست مطالب

IoT, Cloud and Data Science
	Preface
	Table of Contents
	Chapter 1: Machine Learning to Image Processing and Computer Vision
	Hand Gesture Recognition Used for Functioning System Using OpenCV
	Sign Language Detection Application Using CNN
	SIGN BOT Extending an Ability to Communicate by Creating an Indian Sign Language
	Replicare: Real-Time Human Arms Movement Replication by a Humanoid Torso
	Brain Tumor Detection Using Deep Learning
	Music Recommendation System Using Facial Emotions
	Face Mask Detection Using OpenCV
	Crack Detection of Pharmaceutical Vials Using Agglomerative Clustering Technique
	Obstacle Detection and Text Recognition for Assisting Visually Impaired People
	Recognition of American Sign Language with Study of Facial Expression for Emotion Analysis
	Recognition of Plant Leaf Diseases Using CNN
	Face Mask and Social Distancing Detection Using Faster Regional Convolutional Neural Network
	Sign Language Detection Using Action Recognition
	Brain Tumor Segmentation Using Modified Double U-Net Architecture
	Surveillance Image Super Resolution Using SR - Generative Adversarial Network
	Classification of Covid-19 X-Ray Images Using Fuzzy Gabor Filter and DCNN
	Using Transfer Learning for Automatic Detection of Covid-19 from Chest X-Ray Images
	Detect Anomalies on Metal Surface
	Indian License Plate and Vehicle Type Recognition
	Proposed Music Mapping Algorithm Based on Human Emotions
	Detection of Bike Riders with no Helmet
	Classification of Retinal Images Using Self-Created Penta-Convolutional Neural Network
	Weather Image Classification Using Convolution Neural Network
	Facial Landmark and Mask Detection System
	Candidate Prioritization Using Automated Behavioural Interview with Deep Learning
	Book Recommendation Based on Emotion in the Online Library Using CNN
	Armament Detection Using Deep Learning
	Tomato Leaf Disease Detection Using Deep Convolution Neural Network
	Self-Driving Car Using Supervised Learning
	Deep Learning Approach to New Age Cinematic Video Editing
	YouTube Music Recommendation System Based on Face Expression
	Driver Yawn Prediction Using Convolutional Neural Network
	Diagnosis of Alzheimer’s Disease Using CNN on MRI Data
	Predicting and Classifying Diabetic Retinopathy (DR) Using 5-Class Label Based on Pre-Trained Deep Learning Models
	Early Wheat Leaf Disease Detection Using CNN
	Chapter 2: Computational Linguistics
	Sentiment Analysis on Food-Reviews Dataset
	An Extractive Question Answering System for the Tamil Language
	Deep Learning-Based Speech Emotion Recognition
	Social Media User Oppression Detection Technique Using Supervised and Unsupervised Machine Learning Algorithms
	Medical Diagnosis through Chatbots
	Sentiment Analysis of National Eligibility-Cum Entrance Test on Twitter Data Using Machine Learning Techniques
	Two-Step Text Recognition and Summarization of Scanned Documents
	Detecting Fake Job Posting Using ML Classifications and Ensemble Model
	Artificial Intelligence Based Chatbot for Healthcare Applications
	An Applied Computational Linguistics Approach to Clustering Scientific Research Papers
	Speech Accent Recognition
	Movie Recommendation System Using Machine Learning
	Chapter 3: Machine Learning to Financial Data Analysis
	Data Analysis and Price Prediction of Stock Market Using Machine Learning Regression Algorithms
	Financial Time Series Analysis and Forecasting with Statistical Inference and Machine Learning
	Stock Market Portfolio Prediction Using Machine Learning
	Stock Market Ontology-Based Knowledge Management for Forecasting Stock Trading
	Chapter 4: Machine Learning on Other Types of Datasets
	Train Track Crack Classification Using CNN
	Crime Prediction Using Machine Learning Algorithms
	Prediction of Eligibility for Covid-19 Vaccine Using SMLT Technique
	A Novel Analysis of Employee Attrition Rate by Maneuvering Machine Learning
	Building a Recommender System Using Collaborative Filtering Algorithms and Analyzing its Performance
	Development of LSTM Model for Fall Prediction Using IMU
	CNN-Based Covid-19 Severity Detection and it’s Diagnosis
	Classification of Imbalanced Datasets Using Various Techniques along with Variants of SMOTE Oversampling and ANN
	Used Car Price Prediction Using Machine Learning
	Pest Classification with Deep Learning and ReactJS
	A Prediction Model - Comparative Analysis and Effective Visualization for COVID-19 Dataset
	Music Recommendation System Using Machine Learning
	Crime Analysis and Prediction Based on Machine Learning Algorithm
	Electric Vehicle’s Charging Stations Allocation System for Metropolitan Cities
	Farm Track Application Development Using Web Mining and Web Scraping
	Quality Check of Water for Human Consumption Using Machine Learning
	Clinical Outcome Future Prediction with Decision Tree and Naive Bayes Models
	Software Bugs Detection Using Supervised Machine Learning Techniques
	Rock, Paper and Scissor Using AI- Random Forest Algorithm
	A Novel K Means Biclustering Fusion Based Collaborative Recommender System
	Chapter 5: Blockchain Technology
	Decentralized E-Voting System Using Ethereum Blockchain Technology
	Preserving Data Integrity in Legal Documents Using On-Chain NFTs
	A Step towards Blockchain Scalability Resolution
	Secure Online Voting System Using Blockchain
	Converging Blockchain for Organ Donation
	Voter Verification in an Election Using Merkle Tree
	Chapter 6: Cloud Computing
	Optimizing Information Leakage in Multi Cloud Storage Services
	Security in Cloud Technologies: A Brief Overview
	Shopper’s Cart
	Chapter 7: WEB and Network Security
	Enhanced Malware Detection Using Deep Learning with Image Processing Techniques
	Phishing Website Detection Using Natural Language Processing and Deep Learning Algorithm
	Secret Sharing Scheme with Fingerprint Authentication
	Network Intrusion Detection System Based Security System for Cloud Services Using Novel Recurrent Neural Network - Autoencoder (NRNN-AE) and Genetic
	Comprehensive Survey on Detecting Security Attacks of IoT Intrusion Detection Systems
	A Cumulative Tool for Docker Vulnerability Scanner
	A Flexible and Investigation Approach for Encrypted Features Space Using Neural Network
	Regularized CNN Model for Image Forgery Detection
	Implementation of Intrusion Detection Model for Detecting Cyberattacks Using Support Vector Machine
	Sensitive Data Transaction Using RDS in AWS
	Building a New IPv8 Bootstrapper and Network Discovery Strategy for Trusted Chain Identities
	Chapter 8: Internet of Things and Networking
	An Intensive Investigation of Vehicular Adhoc Network Simulators
	Fog Offloading and Scheduling in Traffic Monitoring System by Deep Reinforcement
	IOT Based Smart Air Purifier
	Placing Controllers Using Latency Metrics in a Smart Grid Implementing Software- Defined Networking Architecture
	An Intelligent Framework for Energy Efficient Health Monitoring System Using Edge-Body Area Networks
	Transformer: Health Monitoring System Based on IoT
	Real-Time Car Sharing and Car Rental Portal
	A Study of Mobile Edge Computing for IOT
	Human Lives Matter: Intelligent Transport System for Protecting Human Lives
	Marking and Traceback Algorithm for IP Traceback with Bitwise Operator
	Introspection of Availability in Service Based Smart Systems Using Internet of Things (IoT)
	Modelling of Boost Converter for PV Cell Using Matrix Topology
	Keyword Index
	Author Index




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