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Deep Learning-Based Classification of Expert and Novice Pilot Performance During Simulated Flight

Zolfaghari, Farzad; Papanikou, Maria (Lectoraat Aviation Engineering); Kilikevičius, Artūras; Kale, Utku; Zöldy, Máté; Szászi, István; Balasubramanian, Dhinesh; Török, Ádám

In this study, eye-tracking and deep learning are employed to classify pilot experience during a twin-engine Piper Seneca flight simulator based on the potential to enhance aviation training and safety through the integration of human cognitive behaviors with artificial intelligence to optimize inter-cognitive …

2026AlgemeenBoekdeel

Leveraging Eye-Tracking Biometrics for Predictive Analytics in Pilot Landing Performance

Kale, Utku; Papanikou, Maria (Lectoraat Aviation Engineering); Zolfaghari, Farzad; Kilikevičius, Artūras; Zöldy, Máté; Szászi, István; Balasubramanian, Dhinesh; Török, Ádám

Aviation safety relies greatly on understanding human factors and pilot behaviour. This study uses innovative eye-tracking biometrics and predictive analytics to enhance aviation landing performance in a twin-engine Piper Seneca simulation. With a Tobii Glass 3 eye tracker, gaze patterns from two pilots …

2026AlgemeenBoekdeel

Future retail city centre

Lansen, David; Weltevreden, Jesse (Kenniscentrum Fbe); Risselada, Anne; Ghaus, Farzad; Warnaby, Gary; Bunnik, Hester; van der Beek, Jan; de Waal, Jann; Roose, Jeroen; Vosjan, Kjeld; Evers, Marcel; Pieters, Marieke; Hovestad, Marije; van Hees, Marijke; Verdult, Martijn; Steeman, Mayke (Lectoraat Digital Commerce); van der Laak, Merlijn; Stel, Natasja; Van Gerwen, Nienke; Hendriks, René; DeVreese, Ruth; Van Herreweghe, Sofie; van Aarle, Stefan

2018-01-24AlgemeenRapport

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Deep Learning-Based Classification of Expert and Novice Pilot Performance During Simulated Flight

Leveraging Eye-Tracking Biometrics for Predictive Analytics in Pilot Landing Performance

Future retail city centre

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