Intro
General Committees
Honorary Chairs
General Chair
Conference Chairs
Organizing Committee
Secretary and Social Media
Accommodation and Registration/Venue Desk
Travel/Transportation
Web/Design/Conference Session
Scientific Committee
Keynote Speaks
ICAIAME 2021 Keynote Speakers
Foreword
Preface
Contents
About the Conference
Scope/Topics
Conference Scope/Topics (as not limited to)
Conference Posters
1 Implementation of Basic Math Processing Skills with Neural Arithmetic Expressions in One and Two Stage Numbers
1.1 Introduction

1.1.1 Neural Arithmetic Expressions and Logic Units
1.1.2 Long Short-Term Memory Algorithm
1.2 Related Work
1.3 Proposed Method
1.4 Experimental Findings
1.5 Conclusions
References
2 An Example Application for Early Diagnosis of Retinal Diseases Using Deep Learning Methods
2.1 Introduction
2.2 Material and Method
2.2.1 Material
2.2.2 Method
2.3 Research Findings
2.4 Discussion
2.5 Results
References
3 Autonomous Parking with Continuous Reinforcement Learning
3.1 Introduction
3.2 Related Works
3.2.1 Deep Q Networks

3.2.2 Deep Deterministic Policy Gradient Algorithm
3.2.3 Twin Delayed Temporal Difference Algorithm
3.2.4 Soft Actor Critic Algorithm
3.2.5 Hindsight Experience Replay Algorithm
3.2.6 Parking Environment Simulation Model
3.3 Experiments and Results
3.4 Conclusions and Future Work
References
4 Design and Manufacturing of a 3 DOF Robot with Additive Manufacturing Methods
4.1 Introduction
4.2 Material and Method
4.2.1 Material
4.3 Method
4.4 Findings and Discussion
4.5 Conclusion
References

5 Real-Time Mask Detection Based on Artificial Intelligence Using Renewable Energy System Unmanned Aerial Vehicle
5.1 Introduction
5.2 Related Studies
5.3 Material and Method
5.3.1 Material
5.3.2 Material and Method
5.4 Research Findings
5.5 Conclusion
References
6 Investigation of Effect of Wrapping Length on the Flexural Properties of Wooden Material in Reinforcement with Aramid FRP
6.1 Introduction
6.2 Material and Method
6.3 Results
6.4 Conclusions
References
7 Deep Learning-Based Air Defense System for Unmanned Aerial Vehicles
7.1 Introduction

7.2 Material and Method
7.2.1 Material
7.2.2 Method
7.3 Research Findings
7.3.1 MobileNetV2 Training Results
7.3.2 Xception Training Results
7.3.3 InceptionV3 Training Results
7.4 Results
References
8 Strategic Framework for ANFIS and BIM Use on Risk Management at Natural Gas Pipeline Project
8.1 Introductıon
8.2 Literature
8.3 Materials and Methods
8.3.1 Artificial Neural Networks (ANN)
8.3.2 Structure of Artificial Neural Network
8.3.3 Fuzzy Inference System
8.3.4 Adaptive Neuro-Fuzzy Inference System-ANFIS