Fatemeh Davoudi Kakhki

According to our database, Fatemeh Davoudi Kakhki authored at least 13 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Vision-based wafer inspection in semiconductor manufacturing: a case study on scratch defect detection using synthetic data and YOLO models.

Ramón Jesús Sánchez Peñaloza, Armin Moghadam, Fatemeh Davoudi Kakhki

Int. J. Data Sci. Anal., December, 2026

Sensor-Driven Strain Detection and Deep Learning Evaluation of Passive Exoskeletons in Industrial Tasks.

Sebastian Buxman, Fatemeh Davoudi Kakhki, Armin Moghadam

Proceedings of the IEEE/SICE International Symposium on System Integration, 2026

Ergonomic Human Robot Handovers During Collaborative Tasks Using Surface Electromyography (sEMG) Sensors.

Michael Mishkanian, Maya Murphy, Fatemeh Davoudi Kakhki, Maria Kyrarini

Proceedings of the 12th International Conference on Automation, Robotics and Applications, 2026

2025

Design and Validation of a YOLOv8 Synthetic Data Generation Pipeline for Surface Defect Detection in Manufacturing.

Armin Moghadam, Sahib Bhatia, Fatemeh Davoudi Kakhki, Hiroyuki Ichikawa

Proceedings of the International Conference on Machine Learning and Applications, 2025

EMG-Based Anomaly Detection for Evaluating Exoskeleton Impact on Muscle Strain.

Hardik Vora, Fatemeh Davoudi Kakhki

Proceedings of the IEEE International Conference on Consumer Electronics, 2025

Decision Trees and IMU Sensors for Risk Prediction in Manual Material Handling.

Hardik Vora, Fatemeh Davoudi Kakhki, Armin Moghadam

Proceedings of the Digital Human Modeling and Applications in Health, Safety, Ergonomics and Risk Management, 2025

2024

Musculoskeletal Risk Modeling Using Sensors and Machine Learning.

Hardik Vora, Fatemeh Davoudi Kakhki, Armin Moghadam, Maria Kyrarini

Proceedings of the IEEE International Conference on Industrial Engineering and Engineering Management, 2024

User Assessment of Passive Exoskeleton in Manual Material Handling.

Arnold Nieto, Hardik Vora, Fatemeh Davoudi Kakhki, Armin Moghadam

Proceedings of the Digital Human Modeling and Applications in Health, Safety, Ergonomics and Risk Management, 2024

2023

Convolutional Neural Networks for Fault Diagnosis and Condition Monitoring of Induction Motors.

Fatemeh Davoudi Kakhki, Armin Moghadam

Proceedings of the Advances in Information and Communication, 2023

2021

A Machine Learning Approach as a Surrogate for a Finite Element Analysis: Status of Research and Application to One Dimensional Systems.

Poojitha Vurtur Badarinath, Maria Chierichetti, Fatemeh Davoudi Kakhki

Sensors, 2021

Machine Learning for Occupational Slip-Trip-Fall Incidents Classification Within Commercial Grain Elevators.

Fatemeh Davoudi Kakhki, Steven A. Freeman, Gretchen A. Mosher

Proceedings of the Advances in Safety Management and Human Performance, 2021

Statistical Analysis of Adult Cyclists' Sociodemographic Factors and Helmet-Wearing Behavior.

Karl Auer, Poojitha Vurtur Badarinath, Fatemeh Davoudi Kakhki, Maria Chierichetti

Proceedings of the Advances in Human Aspects of Transportation, 2021

2020

Utilization of Machine Learning in Analyzing Post-incident State of Occupational Injuries in Agro-Manufacturing Industries.

Fatemeh Davoudi Kakhki, Steven A. Freeman, Gretchen A. Mosher

Proceedings of the Advances in Safety Management and Human Performance, 2020