Smart Applications with Advanced Machine Learning and Human-Centred Problem Design

Table of Contents

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   Book Overview
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   Chapter 1 Implementation of Basic Math Processing Skills with Neural Arithmetic Expressions in One and Two Stage Numbers
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   Chapter 2 An Example Application for Early Diagnosis of Retinal Diseases Using Deep Learning Methods
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   Chapter 3 Autonomous Parking with Continuous Reinforcement Learning
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   Chapter 4 Design and Manufacturing of a 3 DOF Robot with Additive Manufacturing Methods
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   Chapter 5 Real-Time Mask Detection Based on Artificial Intelligence Using Renewable Energy System Unmanned Aerial Vehicle
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   Chapter 6 Investigation of Effect of Wrapping Length on the Flexural Properties of Wooden Material in Reinforcement with Aramid FRP
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   Chapter 7 Deep Learning-Based Air Defense System for Unmanned Aerial Vehicles
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   Chapter 8 Strategic Framework for ANFIS and BIM Use on Risk Management at Natural Gas Pipeline Project
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    Chapter 9 Predicting Ethereum Price with Machine Learning Algorithms
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    Chapter 10 Data Mining Approachs for Machine Failures: Real Case Study
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    Chapter 11 Classification of People Both Wearing Medical Mask and Safety Helmet
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    Chapter 12 Anonymization Methods for Privacy-Preserving Data Publishing
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    Chapter 13 Improving Accuracy of Document Image Classification Through Soft Voting Ensemble
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    Chapter 14 Improved Performance of Adaptive UKF SLAM with Scaling Parameter
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    Chapter 15 An Adaptive EKF Algorithm with Adaptation of Noise Statistic Based on MLE, EM and ICE
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    Chapter 16 Artificial Intelligence Based Detection of Estrus in Animals Using Pedometer Data
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    Chapter 17 Enhancing Lexicon Based Sentiment Analysis Using n-gram Approach
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    Chapter 18 A Comparison of Word Embedding Models for Turkish
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    Chapter 19 The Unfairness of Collaborative Filtering Algorithms’ Bias Towards Blockbuster Items
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    Chapter 20 Improved Gradient-Based Optimizer with Dynamic Fitness Distance Balance for Global Optimization Problems
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    Chapter 21 TR-SUM: An Automatic Text Summarization Tool for Turkish
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    Chapter 22 Automatic and Semi-automatic Bladder Volume Detection in Ultrasound Images
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    Chapter 23 Effects of Variable UAV Speed on Optimization of Travelling Salesman Problem with Drone (TSP-D)
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    Chapter 24 Improved Phasor Particle Swarm Optimization with Fitness Distance Balance for Optimal Power Flow Problem of Hybrid AC/DC Power Grids
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    Chapter 25 Development of an FDB-Based Chimp Optimization Algorithm for Global Optimization and Determination of the Power System Stabilizer Parameters
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    Chapter 26 Deep Learning-Based Prediction Model of Fruit Growth Dynamics in Apple
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    Chapter 27 Prediction of Hepatitis C Disease with Different Machine Learning and Data Mining Technique
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    Chapter 28 Prediction of Development Types from Release Notes for Automatic Versioning of OSS Projects
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    Chapter 29 Design Optimization of Induction Motor with FDB-Based Archimedes Optimization Algorithm for High Power Fan and Pump Applications
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    Chapter 30 Collecting Health Information with LoRa Technology
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    Chapter 31 A New Hybrid Method for Indoor Positioning
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    Chapter 32 On the Android Malware Detection System Based on Deep Learning
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    Chapter 33 Poisson Stability in Inertial Neural Networks
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    Chapter 34 Poisson Stable Dynamics of Hopfield-Type Neural Networks with Generalized Piecewise Constant Argument
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    Chapter 35 A Business Workflow for Clustering and Decision Making Systems in Tax Audit Industry: A Case Study
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    Chapter 36 Mask R-CNN Approach for Egg Segmentation and Egg Fertility Classification
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    Chapter 37 Optimizing the Hedging Rules for the Dam Reservoir Operations by Meta-Heuristic Algorithms
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    Chapter 38 Next Word Prediction with Deep Learning Models
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    Chapter 39 Cooperative Multi-agent Reinforcement Learning for Autonomous Cars Passing on Narrow Road
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    Chapter 40 Oscillations in Recurrent Neural Networks with Structured and Variable Impulses
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    Chapter 41 Topic Modeling Analysis of Tweets on the Twitter Hashtags with LDA and Creating a New Dataset
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    Chapter 42 Hopfield-Type Neural Networks with Poincaré Chaos
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    Chapter 43 Face Expression Recognition Using Deep Learning and Cloud Computing Services
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    Chapter 44 Common AI-Based Methods Used in Blood Glucose Estimation with PPG Signals
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    Chapter 45 Capturing Reward Functions for Autonomous Driving: Smooth Feedbacks, Random Explorations and Explanation-Based Learning
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    Chapter 46 Unpredictable Solutions of a Scalar Differential Equation with Generalized Piecewise Constant Argument of Retarded and Advanced Type
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    Chapter 47 Classification of Naval Ships with Deep Learning
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    Chapter 48 Investigation of Mass-Spring Systems Subject to Generalized Piecewise Constant Forces
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    Chapter 49 Classification of High Resolution Melting Curves Using Recurrence Quantification Analysis and Data Mining Algorithms
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    Chapter 50 Machine Learning Based Cigarette Butt Detection Using YOLO Framework
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    Chapter 51 Securing and Processing Biometric Data with Homomorphic Encryption for Cloud Computing
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    Chapter 52 Automatic Transferring Data from the Signed Attendance Papers to the Digital Spreadsheets
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    Chapter 53 Boarding Pattern Classification with Time Series Clustering
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    Chapter 54 Shipment Consolidation Practice Using Matlog and Large-Scale Data Sets
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    Chapter 55 The Imminent but Slow Revolution of Artificial Intelligence in Soft Sciences: Focus on Management Science
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    Chapter 56 Multi-criteria Decision-Making for Supplier Selection Using Performance Metrics and AHP Software. A Literature Review
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    Chapter 57 PID Controller and Intelligent Control for Renewable Energy Systems
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    Chapter 58 Machine Learning Applications in the Supply Chain, a Literature Review
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    Chapter 59 Machine Learning Applications for Demand Driven in Supply Chain: Literature Review
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    Chapter 60 Dynamic Data-Driven Failure Mode Effects Analysis (FMEA) and Fault Prediction with Real-Time Condition Monitoring in Manufacturing 4.0