Author

Shawqi Mohammed Farea

Observed names: Farea, Shawqi Mohammed Othman, Shawqi M. Farea, Shawqi M. O. Farea, Shawqi Mohammed Othman Farea

Institution: Sabancı Üniversitesi

Observed institution: Sabancı Üniversitesi

ORCID: 0000-0002-3765-9701

Observed ORCID: 0000-0002-3765-9701

OpenAlex ID: A5082789205

Multilevel thresholding segmentation of color plant disease images using metaheuristic optimization algorithms

2021 · Rustu Akay, Radhwan A. A. Saleh, et al. · Neural Computing and Applications · 26

Detecting APS failures using LSTM-AE and anomaly transformer enhanced with human expert analysis

2024 · Mehmet E. Mumcuoglu, Shawqi M. Farea, et al. · Engineering Failure Analysis · 11

An Explainable AI approach for detecting failures in air pressure systems

2025 · Shawqi Mohammed Farea, Mehmet Emin Mumcuoglu, et al. · Engineering Failure Analysis · 5

Fuel consumption classification for heavy-duty vehicles: a novel approach to identifying driver behavior and system anomalies

2023 · Mehmet Emin Mumcuoglu, Shawqi Mohammed Farea, et al. · 5

Defect Prediction in Directed Energy Deposition using an Ensemble of Clustering Models

2024 · Shawqi Mohammed Farea, Mustafa Unel, et al. · 2022 IEEE 20th International Conference on Industrial Informatics (INDIN) · 4

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Air Pressure System Failures Detection Using LSTM-Autoencoder

2024 · Mehmet Emin Mumcuoglu, Shawqi Mohammed Farea, et al. · IEEE International Workshop on Metrology for Automotive (MetroAutomotive) · 2

In-situ defect detection in directed energy deposition using thermal imaging and machine learning

2025 · Shawqi Mohammed Farea, Shawqi Mohammed Farea, et al. · Progress in Additive Manufacturing · 1

Anomaly Detection in Directed Energy Deposition: A Comparative Study of Supervised and Unsupervised Machine Learning Algorithms

2025 · Berke Ayyıldızlı, Beyza Balota, et al. · International Conference on Informatics in Control, Automation and Robotics (ICINCO) · 1

Prediction of Failures in Air Pressure System: A Semi-Supervised Framework Based on Transformers

2024 · Shawqi Mohammed Farea, Mehmet Emin Mumcuoglu, et al. · 2022 IEEE 20th International Conference on Industrial Informatics (INDIN) · 1

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Towards driving-independent prediction of fuel consumption in heavy-duty trucks

2023 · Shawqi Mohammed Farea, Mehmet Emin Mumcuoglu, et al. · 1

Support Vector Machine Classifier of Grain Stored in Silo-bags by Using Wireless Network of Temperature and Moisture Sensors

2019 · Shawqi Mohammed Othman Farea, Muzaffer Kanaan · International Congress on Human-Computer Interaction, Optimization and Robotic Applications (ICHORA) · 1

Anomaly detection in directed energy deposition: a comparative study of supervised and unsupervised machine learning algorithms

2025 · Ayyıldızlı, Ahmet Berke, Balota, Beyza, et al. · Sabanci University

Semi-Supervised Anomaly Detection in Directed Energy Deposition Using Thermal Images

2025 · Ufuk Ismail Ozdek, Yigit Kaan Tonkaz, et al. · International Conference on Informatics in Control, Automation and Robotics (ICINCO)

Developing Data-Driven Models For Anomaly Detection In Automotive And Additive Manufacturing Applications

2025 · Farea, Shawqi Mohammed Othman · Sabanci University

FXAI: Fusing XAI for Predicting COVID-19 Using Diverse Chest X - Ray Images

2023 · Radhwan A. A. Saleh, Shawqi Mohammed Farea, et al. · International Conference on Intelligent Systems and Knowledge Engineering (ISKE)

Works count: 18

Citation count: 59

H-index: 4

I10-index: 2