Tetiana Shmelova

Tetiana Shmelova

Tetiana Shmelova, Doctor of Science, Professor of Department of Air Navigation Systems in National Aviation University (Ukraine). Areas of Scientific Interests: Artificial Intelligence; Mathematical Models of Decision-Making by operators in the Air Navigation System, especially in Emergency; Decision Support Systems; Research of Air Navigation system as Socio-technical system; Professional Effectiveness using Aviation Sociometry and Socionics; Management and Marketing in aviation; Information technology and Informatics of Decision-Making in the Air Navigation System; Problems of Human Factors in aviation. Author of more than 300 scientific articles, books, methodical manuals, copyright certificates, guides, monographs in fields of aviation, economics, mathematics, the theory of system. Teaching courses: Decision Making; Mathematical Programming; Effectiveness of Air Traffic Management; Effectiveness of Unmanned Systems; Artificial Intelligence.

Publications

Artificial Intelligence Methods and Applications in Aviation
Tetiana Shmelova, Maxim Yatsko, Iurii Sierostanov, Volodymyr Kolotusha. © 2023. 33 pages.
The authors make an analysis of the International Civil Aviation Organization documents on applications of new technology for minimizing risk and improving safety in the aviation...
Artificial Neural Network for Pre-Simulation Training of Air Traffic Controller
Tetiana Shmelova, Yuliya Sikirda, Togrul Rauf Oglu Jafarzade. © 2022. 25 pages.
In this chapter, the four layers neural network model for evaluating correctness and timeliness of decision making by the specialist of air traffic services during the...
Applications of Decision Support Systems in Aviation
Tetiana Shmelova, Yuliya Sikirda. © 2021. 17 pages.
In this chapter, the authors have made an analysis of the International Civil Aviation Organization (ICAO) documents on risk assessment and the impact of the social environment...
Machine Learning and Text Analysis in an Artificial Intelligent System for the Training of Air Traffic Controllers
Tetiana Shmelova, Yuliya Sikirda, Nina Rizun, Vitaliy Lazorenko, Volodymyr Kharchenko. © 2021. 50 pages.
This chapter presents the application of new information technology in education for the training of air traffic controllers (ATCs). Machine learning, multi-criteria decision...
Models of Decision-Making Operators of Socio-Technical System
Tetiana Shmelova, Yuliya Sikirda. © 2021. 33 pages.
In this chapter, the authors present Air Navigation System (ANS) as a Socio-technical System (STS). The authors present models of decision making (DM) operators of STS, such as...
Analysis of Decision-Making of Operators in Socio-Technical Systems
Tetiana Shmelova, Yuliya Sikirda. © 2021. 25 pages.
In this chapter, the authors present Air Navigation System (ANS) as a Socio-technical System (STS). The evolution of Human factor's models is presented (from 1972 to present...
Analysis of the Development Situation and Forecasting of Development of Emergency Situations in Socio-Technical Systems
Yuliya Sikirda, Tetiana Shmelova. © 2021. 25 pages.
In this chapter, socio-technical analysis of Air Navigation System (ANS) has hold in the result of which the heterogeneous factors of professional and non-professional activities...
Socio-Technical Approaches for Optimal Organizational Performance: Air Navigation Systems as Sociotechnical Systems
Tetiana Shmelova, Yuliya Sikirda. © 2021. 32 pages.
In this chapter, the authors present a socio-technical system for optimal organizational performance at aviation enterprises such as air navigation system as socio-technical...
Automated System for Monitoring and Diagnostics Pilot's Emotional State in Flight
Tetiana Shmelova, Yuliya Sikirda, Arnold Sterenharz. © 2021. 16 pages.
In this article, the system for monitoring of the emotional state changes of the air navigation system's human operator in the extreme situations, based on the using of the...
Unmanned Aerial Vehicles for Smart Cities: Estimations of Urban Locality for Optimization Flights
Tetiana Shmelova, Vitalii Lazorenko, Oleksandr Burlaka. © 2021. 34 pages.
In this chapter, the authors are presenting opportunities for the use of unmanned aerial vehicles (UAV) in town. Methods for the optimization of flight routes of UAVs in the...
Collaborative Decision Making in Emergencies by the Integration of Deterministic, Stochastic, and Non-Stochastic Models
Tetiana Shmelova. © 2021. 35 pages.
The author makes an analysis of the ICAO documents on risk assessment. To determine the quantitative characteristics of risk levels, models for decision-making (DM) by the...
Intelligent Expert Decision Support Systems: Methodologies, Applications, and Challenges
Abdel-Badeeh M. Salem, Tetiana Shmelova. © 2021. 22 pages.
In this chapter, the authors present Intelligent Expert Decision Support Systems (IEDSSs) technology and conceptual models of Expert systems(ES) for Human-Operator (H-O) of...
Applications of Decision Support Systems in Aviation
Tetiana Shmelova, Yuliya Sikirda. © 2021. 19 pages.
In this chapter, the authors have made an analysis of the International Civil Aviation Organization (ICAO) documents on risk assessment and the impact of the social environment...
Handbook of Research on Artificial Intelligence Applications in the Aviation and Aerospace Industries
Tetiana Shmelova, Yuliya Sikirda, Arnold Sterenharz. © 2020. 517 pages.
With the emergence of smart technology and automated systems in today’s world, artificial intelligence (AI) is being incorporated into an array of professions. The aviation and...
Artificial Intelligence in Aviation Industries: Methodologies, Education, Applications, and Opportunities
Tetiana Shmelova, Arnold Sterenharz, Serge Dolgikh. © 2020. 35 pages.
This chapter presents opportunities to use Artificial Intelligence (AI) in aviation and aerospace industries. The AI used an innovative technology for improving the effectiveness...
Artificial Intelligence for Evaluating the Mental Workload of Air Traffic Controllers
Tetiana Shmelova, Yuliya Sikirda. © 2020. 29 pages.
In this chapter, the authors propose the application of artificial intelligence (namely expert system and neural network) for estimating the mental workload of air traffic...
Cases on Modern Computer Systems in Aviation
Tetiana Shmelova, Yuliya Sikirda, Nina Rizun, Dmytro Kucherov. © 2019. 488 pages.
Because trainees need to learn about the underlying technologies to use automation safely and efficiently, the development of automated aviation systems training is a growing...
Automated Systems in the Aviation and Aerospace Industries
Tetiana Shmelova, Yuliya Sikirda, Nina Rizun, Dmytro Kucherov, Konstantin Dergachov. © 2019. 486 pages.
Air traffic controllers need advanced information and automated systems to provide a safe environment for everyone traveling by plane. One of the primary challenges in developing...
Socio-Technical Approaches for Optimal Organizational Performance: Air Navigation Systems as Sociotechnical Systems
Tetiana Shmelova, Yuliya Sikirda. © 2019. 32 pages.
In this chapter, the authors present a socio-technical system for optimal organizational performance at aviation enterprises such as air navigation system as socio-technical...
Artificial Neural Network for Pre-Simulation Training of Air Traffic Controller
Tetiana Shmelova, Yuliya Sikirda, Togrul Rauf Oglu Jafarzade. © 2019. 25 pages.
In this chapter, the four layers neural network model for evaluating correctness and timeliness of decision making by the specialist of air traffic services during the...
Machine Learning and Text Analysis in an Artificial Intelligent System for the Training of Air Traffic Controllers
Tetiana Shmelova, Yuliya Sikirda, Nina Rizun, Vitaliy Lazorenko, Volodymyr Kharchenko. © 2019. 50 pages.
This chapter presents the application of new information technology in education for the training of air traffic controllers (ATCs). Machine learning, multi-criteria decision...
Applications of Decision-Support Systems in Sociotechnical Systems
Tetiana Shmelova, Yuliya Sikirda. © 2019. 26 pages.
In this chapter, the authors present conceptual models of decision support systems (DSS) and Expert systems (ES) for Human-Operator (H-O) of Air Navigation System (ANS), such as...
Automated System of Controlling Unmanned Aerial Vehicles Group Flight: Application of Unmanned Aerial Vehicles Group
Tetiana Shmelova, Dmitriy Bondarev. © 2019. 35 pages.
In this chapter, the authors present a problem of a performance of unmanned aerial vehicles (UAVs) group flights for a solution of different tasks using criteria of efficiency...
Socio-Technical Decision Support in Air Navigation Systems: Emerging Research and Opportunities
Tetiana Shmelova, Yuliya Sikirda, Nina Rizun, Abdel-Badeeh M. Salem, Yury N. Kovalyov. © 2018. 305 pages.
The integration of technology into the aviation system planning has allowed for more stable, yet increasingly complex, models that enable better analysis techniques and new...
Analysis of Decision-Making of Operators in Socio-Technical Systems
Tetiana Shmelova, Yuliya Sikirda. © 2018. 32 pages.
In this chapter, the authors present Air Navigation System (ANS) as a Socio-technical System (STS). The evolution of Human factor's models is presented (from 1972 to present...
Models of Decision-Making Operators of Socio-Technical System
Tetiana Shmelova, Yuliya Sikirda. © 2018. 43 pages.
In this chapter, the authors present Air Navigation System (ANS) as a Socio-technical System (STS). The authors present models of decision making (DM) operators of STS, such as...
Analysis of the Development Situation and Forecasting of Development of Emergency Situations in Socio-Technical Systems
Yuliya Sikirda, Tetiana Shmelova. © 2018. 32 pages.
In this chapter, socio-technical analysis of Air Navigation System (ANS) has hold in the result of which the heterogeneous factors of professional and non-professional activities...
Socionics and Sociometry Diagnosting of Air Navigation System's Operator
Yuliya Sikirda, Tetiana Shmelova. © 2018. 30 pages.
In this chapter, the authors have researched the operator behavioral activities in Air Navigation System (ANS) as a Socio-Technical System (STS). They have identified personality...
Applications of Decision-Support Systems in Sociotechnical Systems
Tetiana Shmelova, Yuliya Sikirda. © 2018. 33 pages.
In this chapter, the authors present conceptual models of decision support systems (DSS) and Expert systems (ES) for Human-Operator (H-O) of Air Navigation System (ANS), such as...
Intelligent Expert Decision Support Systems: Methodologies, Applications, and Challenges
Abdel-Badeeh M. Salem, Tetiana Shmelova. © 2018. 28 pages.
In this chapter, the authors present Intelligent Expert Decision Support Systems (IEDSSs) technology and conceptual models of Expert systems(ES) for Human-Operator (H-O) of...
Stochastic Methods for Estimation and Problem Solving in Engineering: Stochastic Methods of Decision Making in Aviation
Tetiana Shmelova. © 2018. 22 pages.
In this chapter, the author presents stochastic methods in aviation. The stochastic methods are presented as methods of decision making (DM) of operators of air navigation...
Decision-Making Models of the Human-Operator as an Element of the Socio-Technical Systems
Nina Rizun, Tetiana Shmelova. © 2017. 38 pages.
The authors of the chapter proved that the fundamental intellectual processes, which lie on the basis of decision-making behavior of the human-operator, could be identified on...