IoT, Cloud and Data Science [Pehme köide]

Preface
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 Alzheimers 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 its 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 Vehicles 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
Shoppers 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