Artificial Intelligence and Applied Mathematics in Engineering Problems: Proceedings of the International Conference on Artificial Intelligence and Applied Mathematics in Engineering (ICAIAME 2019)

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D. Jude Hemanth, Utku Kose
Springer Nature, Jan 3, 2020 - Technology & Engineering - 1081 pages

This book features research presented at the 1st International Conference on Artificial Intelligence and Applied Mathematics in Engineering, held on 20–22 April 2019 at Antalya, Manavgat (Turkey). In today’s world, various engineering areas are essential components of technological innovations and effective real-world solutions for a better future. In this context, the book focuses on problems in engineering and discusses research using artificial intelligence and applied mathematics.

Intended for scientists, experts, M.Sc. and Ph.D. students, postdocs and anyone interested in the subjects covered, the book can also be used as a reference resource for courses related to artificial intelligence and applied mathematics.


 

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Contents

A Comparison of Neural Network Approaches for Network Intrusion Detection
597
Comparison of Software Cost Estimation of Smart Shopping List Application
609
Forecasting Housing Prices by Using Artificial Neural Networks
621
High Power Density and High Speed Permanent Magnet Synchronous Generator Design
633
Selection and Training of School Administrators in Different Countries
643
Security on Cloud Computing Using Pseudorandom Number Generator Along with Steganography
654
Neural Network Prediction of the Effect of Nanoparticle on Properties of Concrete
666
Tangibility of Fuzzy Approach Risk Assessment in Distributed Software Development Projects
676

Application on Data Mining
96
The Model Selection Methods for Sparse Biological Networks
107
ICS Cyber Attack Analysis and a New Diagnosis Approach
127
Investigating the Impact of Code Refactoring Techniques on Energy Consumption in Different ObjectOriented Programming Languages
142
Determination of Numerical Papillae Distribution Affecting the Taste Sensitivity on the Tongue with Image Processing Techniques
153
Comparison of Image Quality Measurements in Threshold Determination of Most Popular Gradient Based Edge Detection Algorithms Based on Parti...
171
A Hybrid Approach for the Sentiment Analysis of Turkish Twitter Data
182
Text Mining and Statistical Learning for the Analysis of the Voice of the Customer
191
A Decision Support System for Role Assignment in Software Project Management with Evaluation of Personality Types
200
A Survey of Methods for the Construction of an Intrusion Detection System
211
Petroleum Companies
226
Effect the Number of Reservations on Implementation of Operating Room Scheduling with Genetic Algorithm
252
Identifying Driver Behaviour Through Onboard Diagnostic Using CAN Bus Signals
266
Statistical Learning Applied to Malware Detection
276
A Novel Model for Risk Estimation in Software Projects Using Artificial Neural Network
295
Routing of Maintenance and Repair Operations of Mobile Based Fault Notifications of Municipal Services
320
Safe Map Routing Using Heuristic Algorithm Based on Regional Crime Rates
335
Image Spam Detection Using FENOMAA Technique
347
Fault Detection of CNC Machines from Vibration Signals Using Machine Learning Methods
365
Energy Hub Economic Dispatch by Symbiotic Organisms Search Algorithm
375
An Extended Business Process Representation for Integrating IoT Based on SWRLOWL
386
A Review on Watermarking Techniques for Multimedia Security
406
Realization of Artificial Neural Networks on FPGA
418
Estimation of Heart Rate and Respiratory Rate from Photoplethysmography Signal for the Detection of Obstructive Sleep Apnea
429
Improved Social Spider Algorithm via Differential Evolution
437
Gender Determination from Teeth Images via Hybrid Feature Extraction Method
446
Simulated Annealing Algorithm for a MediumSized TSP Data
457
Gene Selection in Microarray Data Using an Improved Approach of CLONALG
466
Improvement for Traditional Genetic Algorithm to Use in Optimized Path Finding
473
Investigation of the Most Effective MetaHeuristic Optimization Technique for Constrained Engineering Problems
484
The Development of Artificial IntelligenceBased Web Application to Determine the Visibility Level of the Objects on the Road
502
A Study on the Performance of Basem Polynomial Selection Algorithm Using GPU
509
Analysis of Permanent Magnet Synchronous Motor by Different Control Methods with Ansys Maxwell and Simplorer Cosimulation
518
Content Producers on the Video Sharing Platform
526
Normal Mixture ModelBased Clustering of Data Using Genetic Algorithm
539
Analyzing and Processing of Supplier Database Based on the CrossIndustry Standard Process for Data Mining CRISPDM Algorithm
544
On the Prediction of Possibly Forgotten Shopping Basket Items
559
Consensus Approaches of HighValue Crypto Currencies and Application in SHA3
572
Estimation of Foam Concrete Mixture Rate with Randomed Forest Algorithm
584
An Investigation
589
A Simple Iterative Algorithm for Boolean Knapsack Problem
684
A Review of the Solutions for the Container Loading Problem and the Use of Heuristics
690
A Deep Learning Model Based on Convolutional Neural Networks for Classification of Magnetic Resonance Prostate Images
701
Effect of Representation of Information in the Input of Deep Learning on Prediction Success
709
The Applicability of Instructional Leadership in Educational Institution
724
Production of Myoelectrically Controlled 3D Bionic Hand
736
A Study of Computer Engineering Undergraduates in Cyprus
744
Developing a Hybrid Network Architecture for Deep Convolutional Neural Networks
750
BlockchainBased Secure Recognized Air Picture System Proposal for NATO Air C2 Capabilities
758
A New Genetic Algorithm for the Maximum Clique Problem
766
Evaluation of Primary School Teachers Resistance to Change
775
Fuzzy Logic and CorrelationBased Hybrid Classification on Hepatitis Disease Data Set
787
EntropyBased Skin Lesion Segmentation Using Stochastic Fractal Search Algorithm
801
Providing the Moment of the Parabolic Reflector Antenna in the Passive Millimeter Wave Imaging System with the Equilibrium Weights
812
Convolutional AutoEncoder Based Degradation Point Forecasting for Bearing Data Set
817
Moth Swarm Algorithm Based Approach for the ACOPF Considering Wind and Tidal Energy
830
Churn Analysis with Machine Learning Classification Algorithms in Python
844
Real Time Performance Comparison of Multiclass Deep Learning Methods at the Edge
853
A Novel Blood Pressure Estimation Method with the Combination of Long Short Term Memory Neural Network and Principal Component Analysis ...
868
Design and Implementation of SDNBased Secure Architecture for IoTLab
877
Feature Selection by Using DE Algorithm and kNN Classifier
886
Intelligent Water Drops Algorithm for Urban Transit Network Design and Frequency Setting
894
Tweet and Account Based Spam Detection on Twitter
898
A Walking and Balance Analysis Based on Pedobarography
906
Optimization of PMSM Design Parameters Using Update Metaheuristic Algorithms
914
Improve or Approximation of Nuclear Reaction Cross Section Data Using Artificial Neural Network
935
Estimating Luminance Measurements in Road Lighting by Deep Learning Method
940
Effect of the Clonal Selection Algorithm on Classifiers
949
Analyzing the Energy Potential of Hydroelectric Power Plant on Kura River
960
Tamper Detection and Recovery on RGB Images
972
Assessment of Academic Performance at Akdeniz University
982
Predicting Breast Cancer with Deep Neural Networks
996
Utilizing Machine Learning Algorithms of Electrocardiogram Signals to Detect SleepAwake Stages of Patients with Obstructive Sleep Apnea
1004
Development of a Flexible Software for Disassembly Line Balancing with Heuristic Algorithms
1014
Parametrical Analysis of a New Design OuterRotor Line Start Synchronous Motor
1027
IStatistically Localized Sequence in 2Normed Spaces
1039
On the Notion of Structure Species in the Bourbakis Sense
1047
On the Jost Solutions of the ZakharovShabat System with a Polynomial Dependence in the Potential
1070
Author Index
1079
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