Items where Author is "Mumcuoğlu, Mehmet Emin"

Mumcuoğlu, Mehmet Emin and Farea, Shawqi Mohammed Othman and Ünel, Mustafa and Mise, Serdar and Unsal, Simge and Cevik, Enes and Yilmaz, Metin and Koprubasi, Kerem (2024) Detecting APS failures using LSTM-AE and anomaly transformer enhanced with human expert analysis. Engineering Failure Analysis, 165 . ISSN 1350-6307 (Print) 1873-1961 (Online)

Turan, Berkay Barış and Genç, Emre and Akçığ, İnci Nil and Göztepe, Neslihan and Mumcuoğlu, Mehmet Emin and Ünel, Mustafa (2024) Detecting high fuel consumption in HDVs with ensemble of anomaly detection models. In: 22nd IEEE International Conference on Industrial Informatics (INDIN), Beijing, China

Farea, Shawqi Mohammed Othman and Mumcuoğlu, Mehmet Emin and Ünel, Mustafa and Mise, Serdar and Ünsal, Simge and Çevik, Enes and Yılmaz, Metin and Köprübaşı, Kerem (2024) Prediction of failures in air pressure system: a semi-supervised framework based on transformers. In: 22nd IEEE International Conference on Industrial Informatics (INDIN), Beijing, China

Mumcuoğlu, Mehmet Emin and Farea, Shawqi Mohammed Othman and Ünel, Mustafa and Mise, Serdar and Unsal, Simge and Cevik, Enes and Yilmaz, Metin and Koprubasi, Kerem (2024) Air pressure system failures detection using LSTM-autoencoder. In: IEEE International Workshop on Metrology for Automotive (MetroAutomotive), Bologna, Italy

Mumcuoğlu, Mehmet Emin and Farea, Shawqi Mohammed Othman and Ünel, Mustafa and Mise, Serdar and Unsal, Simge and Yilmaz, Metin and Koprubasi, Kerem (2023) Fuel consumption classification for heavy-duty vehicles: a novel approach to identifying driver behavior and system anomalies. In: AEIT International Conference on Electrical and Electronic Technologies for Automotive, AEIT AUTOMOTIVE 2023, Modena

Farea, Shawqi Mohammed Othman and Mumcuoğlu, Mehmet Emin and Ünel, Mustafa and Mise, Serdar and Unsal, Simge and Yilmaz, Metin and Köprübaşı, Kerem (2023) Towards driving-independent prediction of fuel consumption in heavy-duty trucks. In: AEIT International Conference on Electrical and Electronic Technologies for Automotive, AEIT AUTOMOTIVE 2023, Modena

Hocaoğlu, Yarkın and Mumcuoğlu, Mehmet Emin and Ünel, Mustafa (2021) Disturbance observer based fault tolerant control of a quadrotor helicopter. In: 47th Annual Conference of the IEEE Industrial Electronics Society (IECON), Toronto, ON, Canada

Mumcuoğlu, Mehmet Emin and Alcan, Gökhan and Ünel, Mustafa and Çiçek, Onur and Mutluergil, Mehmet and Yılmaz, Metin and Köprübaşı, Kerem (2020) Driver evaluation in heavy duty vehicles based on acceleration and braking behaviors. In: 46th Annual Conference of the IEEE Industrial Electronics Society (IECON 2020), Singapore

Mumcuoğlu, Mehmet Emin (2019) Driving behavior classification for Heavy-Duty vehicles using LSTM Networks. [Thesis]

Mumcuoğlu, Mehmet Emin and Alcan, Gökhan and Ünel, Mustafa and Çiçek, Onur and Mutluergil, Mehmet and Yılmaz, Metin and Köprübaşı, Kerem (2019) Driving behavior classification using long short term memory networks. In: International Conference of Electrical and Electronic Technologies for Automotive, Torino, Italy