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AI Situational Awareness Foundation for Advancing Automation

Rezultaty

Data Management Plan

Data Management Plan according to the Open Research Data pilot

Publikacje

The Proposal of a Concept of Artificial Situational Awareness in ATC

Autorzy: Tomislav Radišić, Petar Andraši, Doris Novak, Tea Rogošić
Opublikowane w: Engineering Power - Bulletin of the Croatian Academy of Engineering, Numer Vol. 15(2) 2020, 2020, Strona(/y) 23-28, ISSN 1331-7210
Wydawca: Croatian Academy of Engineering

Learning Assurance Analysis for Further Certification Process of Machine Learning Techniques: Case-Study Air Traffic Conflict Detection Predictor

Autorzy: Javier A. Pérez-Castán, Luis Pérez Sanz, Marta Fernández-Castellano, Tomislav Radišić, Kristina Samardžić, Ivan Tukarić
Opublikowane w: Sensors - Special Numer Sensors for Navigation and Control Systems, Numer 14248220, 2022, ISSN 1424-8220
Wydawca: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s22197680

Design of an ATC Tool for Conflict Detection Based on Machine Learning Techniques

Autorzy: Javier Alberto Pérez-Castán, Luis Pérez-Sanz, Lidia Serrano-Mira, Francisco Javier Saéz-Hernando, Irene Rodríguez Gauxachs, Víctor Fernando Gómez-Comendador
Opublikowane w: Aerospace - Special Numer 11th EASN International Conference on Innovation in Aviation & Space to the Satisfaction of the European Citizens, Numer 22264310, 2022, ISSN 2226-4310
Wydawca: MDPI
DOI: 10.3390/aerospace9020067

Creating an ATC knowledge graph in support of the artificial situational awareness system

Autorzy: Michael Schrefl, Bernd Neumayr, Sebastian Gruber, Marlene Hartmann, Ivan Tukarić, Tomislav Radišić
Opublikowane w: Transportation Research Procedia, Numer 23521465, 2022, Strona(/y) Pages 328-336, ISSN 2352-1465
Wydawca: Elsevier B.V.
DOI: 10.1016/j.trpro.2022.09.037

Novel Artificial Situational Awareness System is Comparable with Human Situational Awareness in the En-route Air Traffic Control Domain

Autorzy: Kristina Samardžić, Tomislav Radišić, Ivan Tukarić, Ruth Esther Häusler Hermann
Opublikowane w: Transportation Research Procedia, Numer 23521465, 2022, Strona(/y) Pages 316-327, ISSN 2352-1465
Wydawca: Elsevier B.V.
DOI: 10.1016/j.trpro.2022.09.036

Machine Learning classification techniques applied to static air traffic conflict detection

Autorzy: Javier A. Pérez-Castán, L. Pérez-Sanz, J. Bowen-Varela, L. Serrano-Mira, Tomislav Radisic, Thomas Feuerle
Opublikowane w: IOP Conference Series: Materials Science and Engineering, Numer 17578981, 2022, ISSN 1757-8981
Wydawca: IOP Science
DOI: 10.1088/1757-899x/1226/1/012019

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