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AI Situational Awareness Foundation for Advancing Automation

Resultado final

Data Management Plan

Data Management Plan according to the Open Research Data pilot

Publicaciones

The Proposal of a Concept of Artificial Situational Awareness in ATC

Autores: Tomislav Radišić, Petar Andraši, Doris Novak, Tea Rogošić
Publicado en: Engineering Power - Bulletin of the Croatian Academy of Engineering, Edición Vol. 15(2) 2020, 2020, Página(s) 23-28, ISSN 1331-7210
Editor: Croatian Academy of Engineering

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

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

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

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

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

Autores: Michael Schrefl, Bernd Neumayr, Sebastian Gruber, Marlene Hartmann, Ivan Tukarić, Tomislav Radišić
Publicado en: Transportation Research Procedia, Edición 23521465, 2022, Página(s) Pages 328-336, ISSN 2352-1465
Editor: 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

Autores: Kristina Samardžić, Tomislav Radišić, Ivan Tukarić, Ruth Esther Häusler Hermann
Publicado en: Transportation Research Procedia, Edición 23521465, 2022, Página(s) Pages 316-327, ISSN 2352-1465
Editor: Elsevier B.V.
DOI: 10.1016/j.trpro.2022.09.036

Machine Learning classification techniques applied to static air traffic conflict detection

Autores: Javier A. Pérez-Castán, L. Pérez-Sanz, J. Bowen-Varela, L. Serrano-Mira, Tomislav Radisic, Thomas Feuerle
Publicado en: IOP Conference Series: Materials Science and Engineering, Edición 17578981, 2022, ISSN 1757-8981
Editor: IOP Science
DOI: 10.1088/1757-899x/1226/1/012019

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