Peer-Reviewed Conference Proceedings

(Student Co-author* , While in SCU+ )

20. Vora, H*, Davoudi Kakhki, F.+, "EMG-Based Anomaly Detection for Evaluating Exoskeleton Impact on Muscle Strain" is accepted for publication in the proceedings of the IEEE 43rd International Conference on Consumer Electronics (IEEE ICCE 2025), 11-14 January, 2025, Las Vegas, USA. 

19. Vora, H*, Davoudi Kakhki, F.+, Moghadam, A., Kyrarini, M., "Musculoskeletal Risk Modeling Using Sensors and Machine Learning" is accepted for publication in the proceedings of the IEEE International Conference on Industrial Engineering and Engineering Management (IEEM2024), 15-18 December, 2024, Bangkok, Thailand.  

18. Davoudi Kakhki, F.+, Moghadam, A.,"Gender-Specific Ergonomic Evaluation and User Experience of Passive Exoskeleton in Industrial Settings", accepted for publication in the proceedings of the of the AHFE International Conference on Human Factors in Design, Engineering, and Computing (AHFE 2024 Hawaii Edition) , 7-10 December 2024, Hawaii, USA. 

17. Nieto, A.*, Vora, H.*, Davoudi Kakhki, F.+, Moghadam, A. "User Assessment of Passive Exoskeleton in Manual Material Handling", published in the proceedings of the Human-Computer Interaction International Conference (HCII 2024), 29 June-4 July 2024, Washington DC, USA.  DOI

16. Davoudi Kakhki, F., "Improving Students’ Learning Outcomes through Project-based Pedagogical Approach: A Case Study in Engineering Technology", accepted for the ASEE-PSW Annual Conference (PSW2023), 13-15 April 2023, University of Southern California, LA, CA, USA.

15. Hothi, H*., Davoudi Kakhki, F., "Developing a Quality Control System for Biotechnological Device Inspection Improvement", published in proceedings of the 14th International Conference on Applied Human Factors and Ergonomics (AHFE2023) and the Affiliated Conferences, under the 6th International Conference on Advanced Production Management and Process Control, 20-24 July 2023, San Francisco, CA, USA. DOI

14. Moghadam, A., Davoudi Kakhki, F., "Empirical Study of Machine Learning for Intelligent Bearing Fault Diagnosis", published in proceedings of the 14th International Conference on Applied Human Factors and Ergonomics (AHFE2023) and the Affiliated Conferences, under the 6th International Conference on Advanced Production Management and Process Control, 20-24 July 2023, San Francisco, CA, USA. DOI

13. Choppala, S*., Kelmar, T*., Chierichetti, M., Davoudi Kakhki, F., Huang, D*., "Optimal sensor location and stress prediction on a plate using machine learning'', published in proceedings of AIAA SciTech 2023 Forum, 23-27 January 2023, National Harbor, MD, USA. DOI

12. Davoudi Kakhki, F., Moghadam, A., "Convolutional Neural Networks for Fault Diagnosis and Condition Monitoring of Induction Motors'', accepted for inclusion in proceedings of Future of Information and Communication Conference (FICC) 2023 , 2-3 March 2023, San Francisco, CA, USA. DOI

11. Moghadam, A., Davoudi Kakhki, F., "Comparative Study of Decision Tree Models for Bearing Fault Detection and Classification'', published at proceedings of IHSI2022, 5th International Conference on Intelligent Human Systems Integration, 22-24 February 2022, Venice, Italy. DOI

10. Davoudi Kakhki, F., Freeman, S. A., Mosher, G.A., "Unsupervised Machine Learning for Pattern Identification in Occupational Accidents'', published at proceedings of IHSI2022, 5th International Conference on Intelligent Human Systems Integration, 22-24 February 2022, Venice, Italy. DOI

9. Chierichetti, M., Davoudi Kakhki, F., "Optimal Sensor Location along a Beam using Machine Learning'', published at AIAA SciTech 2022 Forum, 3-7 January 2022, San Diego, CA, USA (Virtual due to COVID-19). DOI

8. Choppala, S.*, Vurtur Badarinath, P.*, Chierichetti, M., Davoudi Kakhki, F., "Applications of Surrogate Finite Element Machine Learning Approach for Structural Monitoring'', accepted for presentation at IWSHM2021, International Workshop for Structural Health Monitoring, Palo Alto, CA. 

7. Davoudi Kakhki, F., Freeman, S. A., Mosher, G.A., "Machine Learning for Occupational Slip-Trip-Fall Incidents Classification within Commercial Grain Elevators", published at AHFE2021, 12th International Conference on Applied Human Factors and Ergonomics, Manhattan, NY, 25-29 July 2021 (Virtual Conference due to COVID-19). DOI

6. Auer, K.*, Vurtur Badarinath, P.*, Davoudi Kakhki, F., Chierichetti, M., "Statistical Analysis of Adult Cyclists' Sociodemographic Factors and Helmet-Wearing Behavior'', published at AHFE2021, 12th International Conference on Applied Human Factors and Ergonomics, Manhattan, NY, 25-29 July 2021 (Virtual Conference due to COVID-19). DOI

5. Jallepalli, D.*, Davoudi Kakhki, F., "Data-driven Fault Classification using Support Vector Machines'', published at IHSI2021, 4th International Conference on Intelligent Human Systems Integration, 22-25 February 2021 (Virtual Conference due to COVID-19). DOI

4. Chierichetti, M., Davoudi Kakhki, F., Huang, D.*, Vurtur Badarinath, P.*, "Surrogated Finite Element Models using Machine Learning'', published at AIAA Scitech 2021 Forum, 4 January 2021 (Virtual Conference due to COVID-19). DOI

3. Davoudi Kakhki, F., Freeman, S. A., & Mosher, G.A., "Utilization of Machine Learning in Analyzing Post-Incident State of Occupational Injuries in Agro-Manufacturing Industries'', published at AHFE 2020, 11th International Conference on Applied Human Factors and Ergonomics, San Diego, CA, 16-20 July 2020 (Virtual Conference due to COVID-19). DOI  (AHFE 2020 Best Paper Award in Safety Management and Human Factors Track)

2. Davoudi Kakhki, F., Freeman, S. A., & Mosher, G. A., "Applied Machine Learning in Agro-Manufacturing Occupational Incidents'', published at Procedia Manufacturing, proceedings of  namrc48, 48th North American Manufacturing Research Conference, Cincinnati, OH, 22-26 June 2020 (Cancelled due to COVID-19). DOI

1. Davoudi Kakhki, F., Freeman, S. A., Mosher, G.A., "Classifying and Predicting Occupational Incident Severity''. In 2017 ATMAE Conference Proceeding Papers, Cincinnati, OH, 1-3 November 2017.