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Artificial Intelligence and Applied Mathematics in Engineering Problems

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Table of Contents

  1. Altmetric Badge
    Book Overview
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    Chapter 1 State and Trends of Machine Learning Approaches in Business: An Empirical Review
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    Chapter 2 Piecewise Demodulation Based on Combined Artificial Neural Network for Quadrate Frequency Shift Keying Communication Signals
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    Chapter 3 A New Variable Ordering Method for the K2 Algorithm
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    Chapter 4 A Benefit Optimization Approach to the Evaluation of Classification Algorithms
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    Chapter 5 Feature Extraction of Hidden Oscillation in ECG Data via Multiple-FOD Method
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    Chapter 6 Financial Fraud Detection Through Artificial Intelligence
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    Chapter 7 Deep Learning-Based Software Energy Consumption Profiling
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    Chapter 8 Implementation of GIS for the Sanitation System in El-Oued City
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    Chapter 9 Prediction of Potential Bank Customers: Application on Data Mining
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    Chapter 10 The Model Selection Methods for Sparse Biological Networks
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    Chapter 11 ICS Cyber Attack Analysis and a New Diagnosis Approach
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    Chapter 12 Investigating the Impact of Code Refactoring Techniques on Energy Consumption in Different Object-Oriented Programming Languages
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    Chapter 13 Determination of Numerical Papillae Distribution Affecting the Taste Sensitivity on the Tongue with Image Processing Techniques
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    Chapter 14 Comparison of Image Quality Measurements in Threshold Determination of Most Popular Gradient Based Edge Detection Algorithms Based on Particle Swarm Optimization
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    Chapter 15 A Hybrid Approach for the Sentiment Analysis of Turkish Twitter Data
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    Chapter 16 Text Mining and Statistical Learning for the Analysis of the Voice of the Customer
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    Chapter 17 A Decision Support System for Role Assignment in Software Project Management with Evaluation of Personality Types
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    Chapter 18 A Survey of Methods for the Construction of an Intrusion Detection System
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    Chapter 19 A Novel Hybrid Model for Vendor Selection in a Supply Chain by Using Artificial Intelligence Techniques Case Study: Petroleum Companies
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    Chapter 20 Effect the Number of Reservations on Implementation of Operating Room Scheduling with Genetic Algorithm
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    Chapter 21 Identifying Driver Behaviour Through Onboard Diagnostic Using CAN Bus Signals
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    Chapter 22 Statistical Learning Applied to Malware Detection
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    Chapter 23 A Novel Model for Risk Estimation in Software Projects Using Artificial Neural Network
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    Chapter 24 Routing of Maintenance and Repair Operations of Mobile Based Fault Notifications of Municipal Services
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    Chapter 25 Safe Map Routing Using Heuristic Algorithm Based on Regional Crime Rates
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    Chapter 26 Image Spam Detection Using FENOMAA Technique
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    Chapter 27 Fault Detection of CNC Machines from Vibration Signals Using Machine Learning Methods
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    Chapter 28 Energy Hub Economic Dispatch by Symbiotic Organisms Search Algorithm
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    Chapter 29 An Extended Business Process Representation for Integrating IoT Based on SWRL/OWL
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    Chapter 30 A Review on Watermarking Techniques for Multimedia Security
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    Chapter 31 Realization of Artificial Neural Networks on FPGA
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    Chapter 32 Estimation of Heart Rate and Respiratory Rate from Photoplethysmography Signal for the Detection of Obstructive Sleep Apnea
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    Chapter 33 Improved Social Spider Algorithm via Differential Evolution
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    Chapter 34 Gender Determination from Teeth Images via Hybrid Feature Extraction Method
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    Chapter 35 Simulated Annealing Algorithm for a Medium-Sized TSP Data
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    Chapter 36 Gene Selection in Microarray Data Using an Improved Approach of CLONALG
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    Chapter 37 Improvement for Traditional Genetic Algorithm to Use in Optimized Path Finding
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    Chapter 38 Investigation of the Most Effective Meta-Heuristic Optimization Technique for Constrained Engineering Problems
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    Chapter 39 The Development of Artificial Intelligence-Based Web Application to Determine the Visibility Level of the Objects on the Road
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    Chapter 40 A Study on the Performance of Base-m Polynomial Selection Algorithm Using GPU
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    Chapter 41 Analysis of Permanent Magnet Synchronous Motor by Different Control Methods with Ansys Maxwell and Simplorer Co-simulation
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    Chapter 42 A Comparison of Data Mining Tools and Classification Algorithms: Content Producers on the Video Sharing Platform
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    Chapter 43 Normal Mixture Model-Based Clustering of Data Using Genetic Algorithm
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    Chapter 44 Analyzing and Processing of Supplier Database Based on the Cross-Industry Standard Process for Data Mining (CRISP-DM) Algorithm
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    Chapter 45 On the Prediction of Possibly Forgotten Shopping Basket Items
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    Chapter 46 Consensus Approaches of High-Value Crypto Currencies and Application in SHA-3
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    Chapter 47 Estimation of Foam Concrete Mixture Rate with Randomed Forest Algorithm
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    Chapter 48 Pre-processing Effects of the Tuberculosis Chest X-Ray Images on Pre-trained CNNs: An Investigation
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    Chapter 49 A Comparison of Neural Network Approaches for Network Intrusion Detection
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    Chapter 50 A Case Study: Comparison of Software Cost Estimation of Smart Shopping List Application
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    Chapter 51 Forecasting Housing Prices by Using Artificial Neural Networks
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    Chapter 52 High Power Density and High Speed Permanent Magnet Synchronous Generator Design
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    Chapter 53 Selection and Training of School Administrators in Different Countries
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    Chapter 54 Security on Cloud Computing Using Pseudo-random Number Generator Along with Steganography
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    Chapter 55 Neural Network Prediction of the Effect of Nanoparticle on Properties of Concrete
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    Chapter 56 Tangibility of Fuzzy Approach Risk Assessment in Distributed Software Development Projects
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    Chapter 57 A Simple Iterative Algorithm for Boolean Knapsack Problem
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    Chapter 58 A Review of the Solutions for the Container Loading Problem, and the Use of Heuristics
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    Chapter 59 A Deep Learning Model Based on Convolutional Neural Networks for Classification of Magnetic Resonance Prostate Images
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    Chapter 60 Effect of Representation of Information in the Input of Deep Learning on Prediction Success
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    Chapter 61 The Applicability of Instructional Leadership in Educational Institution
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    Chapter 62 Production of Myoelectrically Controlled 3D Bionic Hand
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    Chapter 63 The Arab Students’ Needs and Attitudes of Learning English: A Study of Computer Engineering Undergraduates in Cyprus
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    Chapter 64 Developing a Hybrid Network Architecture for Deep Convolutional Neural Networks
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    Chapter 65 Blockchain-Based Secure Recognized Air Picture System Proposal for NATO Air C2 Capabilities
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    Chapter 66 A New Genetic Algorithm for the Maximum Clique Problem
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    Chapter 67 Evaluation of Primary School Teachers’ Resistance to Change
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    Chapter 68 Fuzzy Logic and Correlation-Based Hybrid Classification on Hepatitis Disease Data Set
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    Chapter 69 Entropy-Based Skin Lesion Segmentation Using Stochastic Fractal Search Algorithm
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    Chapter 70 Providing the Moment of the Parabolic Reflector Antenna in the Passive Millimeter Wave Imaging System with the Equilibrium Weights
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    Chapter 71 Convolutional Auto-Encoder Based Degradation Point Forecasting for Bearing Data Set
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    Chapter 72 Moth Swarm Algorithm Based Approach for the ACOPF Considering Wind and Tidal Energy
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    Chapter 73 Churn Analysis with Machine Learning Classification Algorithms in Python
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    Chapter 74 Real Time Performance Comparison of Multi-class Deep Learning Methods at the Edge
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    Chapter 75 A Novel Blood Pressure Estimation Method with the Combination of Long Short Term Memory Neural Network and Principal Component Analysis Based on PPG Signals
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    Chapter 76 Design and Implementation of SDN-Based Secure Architecture for IoT-Lab
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    Chapter 77 Feature Selection by Using DE Algorithm and k-NN Classifier
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    Chapter 78 Intelligent Water Drops Algorithm for Urban Transit Network Design and Frequency Setting
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    Chapter 79 Tweet and Account Based Spam Detection on Twitter
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    Chapter 80 A Walking and Balance Analysis Based on Pedobarography
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    Chapter 81 Optimization of PMSM Design Parameters Using Update Meta-heuristic Algorithms
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    Chapter 82 Improve or Approximation of Nuclear Reaction Cross Section Data Using Artificial Neural Network
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    Chapter 83 Estimating Luminance Measurements in Road Lighting by Deep Learning Method
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    Chapter 84 Effect of the Clonal Selection Algorithm on Classifiers
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    Chapter 85 Analyzing the Energy Potential of Hydroelectric Power Plant on Kura River
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    Chapter 86 Tamper Detection and Recovery on RGB Images
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    Chapter 87 Assessment of Academic Performance at Akdeniz University
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    Chapter 88 Predicting Breast Cancer with Deep Neural Networks
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    Chapter 89 Utilizing Machine Learning Algorithms of Electrocardiogram Signals to Detect Sleep/Awake Stages of Patients with Obstructive Sleep Apnea
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    Chapter 90 Development of a Flexible Software for Disassembly Line Balancing with Heuristic Algorithms
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    Chapter 91 Parametrical Analysis of a New Design Outer-Rotor Line Start Synchronous Motor
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    Chapter 92 $$\mathcal {I}$$ -Statistically Localized Sequence in 2-Normed Spaces
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    Chapter 93 On the Notion of Structure Species in the Bourbaki’s Sense
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    Chapter 94 On the Jost Solutions of the Zakharov-Shabat System with a Polynomial Dependence in the Potential
Attention for Chapter 82: Improve or Approximation of Nuclear Reaction Cross Section Data Using Artificial Neural Network
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Chapter title
Improve or Approximation of Nuclear Reaction Cross Section Data Using Artificial Neural Network
Chapter number 82
Book title
Artificial Intelligence and Applied Mathematics in Engineering Problems
Published by
Springer, Cham, April 2019
DOI 10.1007/978-3-030-36178-5_82
Book ISBNs
978-3-03-036177-8, 978-3-03-036178-5
Authors

Veli Capali