Proceedings of 3.International Conference on Artificial Intelligence Towards Industry 4.0/ editörler Yalçın İşler, Yakup Kutlu.

Contents Preface ix Committees xi Scientific Committee xiii I Invited Talks 1 Replica Exchange using an Augmented Molecular Dynamics Method 3 Selected Studies on Control Theory and Artificial Intelligence 5 Eye-Tracking: What You See is What Science Gets 7 II Regular Talks (Abstract Papers) 9 The Evaluation of European Airports using Clustering Methods 11 Mini Review on Dental Imaging Devices and Use of Artificial Intelli gence in Dentistry 12 Machine Learning Based Electric Energy Consumption Prediction of a Large-Scaled Production Plant with Small-Scaled Data 13 Augmented Reality (AR) Assisted Smart Glasses Case Study for Re mote Support Between Two Distant Production Plants 14 Classifying Stable and Unstable Videos with Deep Convolutional Net works 15 Effects of Industry 4.0 on Maritime Sector: A Review of Literature 16 User Localization in an Indoor Environment by Combining Different Algorithms through Plurality Rule 17 RGB-D Object Recognition with Hierarchical Capsule Networks 18 Predictive Maintenance Studies Applied to an Industrial Press Ma chine Using Machine Learning 19 Investigation of Elastic Tensile Behavior of Thermoplastic Discs Re inforced with Steel Wires 20 Modeling of ECG and SCG Signals Using Predefined Signature and Envelope Sets 21 Effect of Different Batch Size Parameters on Predicting of COVID19 Cases 22 Performance Comparison of Balanced and Unbalanced Cancer Data Sets using Pre-Trained Convolutional Neural Network 23 Patient Survival Prediction with Machine Learning Algorithms 24 Classification of Phonocardiography Signals Using Imbalanced Machine Learning Algorithms 25 Virtual Reality Applications in Nursing 26 Electromagnetic Weaponed Based Anti Terrorism Robot 27 Electromagnetic Weaponed Air Robot 28 Effect of Deep Learning Feature Extract Techniques on Respiratory Sounds 29 Use of Artificial Intelligence in Production of Desired Quality Steel in Ladle Furnaces in Iron and Steel Industry 30 Usage of Machine Learning Methods on Precision Agriculture Appli cations 31 The Use of Turkish NLP-capable Humanoid Robot in Education of Autistic Children 32 III Regular Talks (Full Papers) 33 Genetic-Algorithm-Tuned Fuzzy-Hammerstein Controller Design by means of Human Operator Modeling 35 Artificial Intelligence - Human Health-Genetic Algorithm And Diet 47 Identification of a Nonlinear DC Motor Model with Particle Swarm Optimization 52 IV Appendices 59 Banner 61 Supporting Journals 63 Scientific Program 65 Author Index 6