By Assistant Professor Ugur Turhan

Journal articles

Nanyonga A; Joiner K; Turhan U; Wild G, 2025, 'Deep Learning Approaches for Classifying Aviation Safety Incidents: Evidence from Australian Data', AI, http://dx.doi.org/10.20944/preprints202508.2196.v1

Nanyonga A; Wasswa H; Joiner K; Turhan U; Wild G, 2025, 'Predicting Probable Causes of Aviation Incidents Using NLP and Variational Autoencoders', Information Sciences

Nanyonga A; Turhan U; Joiner K; Wild G, 2025, 'A Systematic Review of Machine Learning Analytic Methods for Aviation (submitted)', Sci

Nanyonga A; Joiner K; Turhan U; Wild G, 2025, 'Semantic Topic Modeling of Aviation Safety Reports: A Comparative Analysis Using BERTopic and PLSA', Aerospace, 12, http://dx.doi.org/10.3390/aerospace12060551

Nanyonga A; Joiner K; Turhan U; Wild G, 2025, 'Natural Language Processing for Aviation Safety: Predicting Injury Levels from Incident Reports in Australia', Modelling, 6, http://dx.doi.org/10.3390/modelling6020040

Nanyonga A; Joiner K; Turhan U; Wild G, 2025, 'Does the Choice of Topic Modeling Technique Impact the Interpretation of Aviation Incident Reports? A Methodological Assessment.', Technologies, 13, http://dx.doi.org/10.3390/technologies13050209

Nanyonga A; Wasswa H; Joiner K; Turhan U; Wild G, 2025, 'A Multi-Head Attention-Based Transformer Model for Predicting Causes in Aviation Incident', Modelling, 6(2), http://dx.doi.org/10.3390/modelling6020027

Nanyonga A; Wasswa H; Joiner K; Turhan U; Wild G, 2025, 'A Multi-Head Attention-Based Transformer Model for Predicting Causes in Aviation Incidents', Modelling, 6, pp. 27 - 27, http://dx.doi.org/10.3390/modelling6020027

Nanyonga A; Wasswa H; Joiner K; Turhan U; Wild G, 2025, 'Explainable Supervised Learning Models for Aviation Predictions in Australia', Aerospace, 12, http://dx.doi.org/10.3390/aerospace12030223

Güneş T; Turhan U; Açıkel B, 2025, 'Aircraft Maintenance Technician Perceptions and Evaluations about the Safety Culture and Responsibility Related Competencies', Journal of Aerospace Technology and Management, 17, http://dx.doi.org/10.1590/jatm.v17.1367

Hossain MI; Tahtali M; Turhan U; Biswas K, 2024, 'Blockchain Integration in UAV Networks: Performance Metrics and Analysis', Sensors, 24, http://dx.doi.org/10.3390/s24237813

Altıntaş OA; Açıkel B; Turhan U, 2024, 'Evaluation of The Studies on Unmanned Aircraft System Safety Management Systems with Bibliometric Analysis', Journal of Aviation Research, 6, pp. 132 - 148, http://dx.doi.org/10.51785/jar.1453011

Sumit SS; Anavatti S; Tahtali M; Mirjalili S; Turhan U, 2024, 'ResNet-Lite: On Improving Image Classification with a Lightweight Network', Procedia Computer Science, 246, pp. 1488 - 1497, http://dx.doi.org/10.1016/j.procs.2024.09.597

Gunes T; Turhan U; Yörük Açıkel B, 2022, 'Improvement of aircraft maintenance manual (AMM) for Cessna 172', Aircraft Engineering and Aerospace Technology, 94, pp. 1078 - 1086, http://dx.doi.org/10.1108/AEAT-10-2021-0321

Gunes T; Turhan U; Acikel B, 2020, 'An Assessment of Aircraft Maintenance Technician Competency', International Journal of Aviation Science and Technology, vm01, pp. 22 - 29, http://dx.doi.org/10.23890/ijast.vm01is01.0104

GÜNEŞ T; TURHAN U; AÇIKEL B, 2020, 'İnsan Faktörleri Yetkinliklerinin Hava Aracı Bakım İşletmelerinin Teknisyen Bulma ve Seçme Süreçlerinde Değerlendirilmesi', Uluslararası İnsan Çalışmaları Dergisi, 3, pp. 179 - 200, http://dx.doi.org/10.35235/uicd.734064

TURHAN U; AÇIKEL B; GÜNEŞ T, 2020, 'Hava Trafik Kontrol Acil Durum Yönetimi Simülasyonlu Eğitim Uygulamalarında Probleme Dayalı Öğrenme Yönteminin Kullanımı: Kuramsal Bir Bakış', Journal of Aviation, 4, pp. 147 - 161, http://dx.doi.org/10.30518/jav.713537

Borghini G; Di Flumeri G; Aricò P; Sciaraffa N; Bonelli S; Ragosta M; Tomasello P; Drogoul F; Turhan U; Acikel B; Ozan A; Imbert JP; Granger G; Benhacene R; Babiloni F, 2020, 'A multimodal and signals fusion approach for assessing the impact of stressful events on Air Traffic Controllers.', Sci Rep, 10, pp. 8600, http://dx.doi.org/10.1038/s41598-020-65610-z

Yörük Açıkel B; Turhan U; Akbulut Y, 2018, 'Effect of Multitasking on Simulator Sickness and Performance in 3D Aerodrome Control Training', Simulation & Gaming, 49, pp. 27 - 49, http://dx.doi.org/10.1177/1046878117750417

de Gramatica M; Massacci F; Shim W; Turhan U; Williams J, 2017, 'Agency Problems and Airport Security: Quantitative and Qualitative Evidence on the Impact of Security Training.', Risk Anal, 37, pp. 372 - 395, http://dx.doi.org/10.1111/risa.12607

Ergün N; Açıkel BY; Turhan U, 2017, 'The appropriateness of today’s airport security measures in safeguarding airline passengers', Security Journal, 30, pp. 89 - 105, http://dx.doi.org/10.1057/sj.2014.41

Cano J; Pollini A; Falciani L; Turhan U, 2016, 'Modeling current and emerging threats in the airport domain through adversarial risk analysis', Journal of Risk Research, 19, pp. 894 - 912, http://dx.doi.org/10.1080/13669877.2015.1057201

Cano J; Ríos Insua D; Tedeschi A; Turhan U, 2016, 'Security economics: an adversarial risk analysis approach to airport protection', Annals of Operations Research, 245, pp. 359 - 378, http://dx.doi.org/10.1007/s10479-014-1690-7

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