Çakıt, E., Karwowski, W. (2025). Applications of Machine Learning in Human Factors and Ergonomics: A Comprehensive Review of Research from the Past Decade. IEEE Access, 13, 115263 - 115288
Özay, E.C., Çakıt, E. (2025). Assessing the relationship between electricity theft and customer payment habits: A machine-learning approach. Utilities Policy, 95, 101955.
Adem, A., Çakıt, E., Dağdeviren, M., Szopa, A., Karwowski,W. (2025). A Symbiosis of Multi-Criteria Decision Making and Electroencephalography: A Review of Techniques, Applications, and Future Directions. IEEE Access, 13, 75067-75084.
Harputlu Aksu, Ş., Adem, A., Çakıt, E., Dağdeviren, M., Karwowski,W. (2025). An examination of the interrelationships among NASA-TLX dimensions utilizing the DEMATEL method. Plos ONE, 20 (4), e0320638.
Harputlu Aksu, Ş., Çakıt, E., Dağdeviren, M. (2024). Mental Workload Assessment Using Machine Learning Techniques Based on EEG and Eye Tracking Data. Applied Sciences, 14 (6), 1-20.
Çakıt, E., Karwowski, W. (2024). Soft computing applications in the field of human factors and ergonomics: A review of the past decade of research. Applied Ergonomics, 114, 1-19.
Xu, Z., Karwowski, W., Çakıt, E., Reineman-Jones, L., Murata, A., Aljuaid, A., Sapkota, N., Hancock, P. (2023). Nonlinear Dynamics of EEG Responses to Unmanned Vehicle Visual Detection with Different Levels of Task Difficulty. Applied Ergonomics, 111, 1-9.
Çakıt E., Dağdeviren M. (2023). Comparative analysis of machine learning algorithms for predicting standard time in a manufacturing environment. Artificial Intelligence for Engineering Design, Analysis and Manufacturing, 37 (e2), 1-12.
Harputlu Aksu, Ş., Çakıt E. (2023). A machine learning approach to classify mental workload based on eye tracking data. Journal of the Faculty of Engineering and Architecture of Gazi University, 38(2), 1027-1039.
Aljuaid, A., Alhujailli, A., Çakıt, E., Karwowski, W., Jaworek, M.A., Marek, T., Murata, A. (2022). Relationships Among Work-Related Affective Feelings in Employees, Determined Through Partial Least Squares Structural Equation Modeling (PLS-SEM). Applied Sciences, 12, 7923. https://doi.org/10.3390/app12157923.
Adem, A., Çakıt, E., Dağdeviren, M. (2022). Selection of suitable distance education platforms based on human-computer interaction criteria under fuzzy environment. Neural Computing and Applications, https://doi.org/10.1007/s00521-022-06935-w
Adem, A., Çakıt, E., Dağdeviren, M. (2022). A fuzzy decision-making approach to analyze the design principles for green ergonomics. Neural Computing and Applications, 34(2), 1373-1384.
Çakıt, E., Dağdeviren, M. (2022). Predicting the percentage of student placement: A comparative study of machine learning algorithms. Education and Information Technologies, 27(1), 997-1022.
Datlıca, M.T., Çakıt, E. (2021). Estimation of clustering parameters and anomaly detection in tracking devices with changeable position time. Journal of the Faculty of Engineering and Architecture of Gazi University, 36(1), 373-394.
Çakıt, E., Karwowski, W., Marek, T., Jaworek,M., Wrobel, G. (2020). A Cross-Sectional Study of the Relationships Between Work-Related Affective Feelings Expressed By Workers in Turkey. International Journal of Environmental Research and Public Health (IF: 4.614, Q1), 17 (24), 1-13.
Çakıt, E., Karwowski, W., Servi, L. (2020). Application of soft computing techniques for estimating emotional states expressed in Twitter® time series data. Neural Computing and Applications, 32 (8), 3535–3548.
Çakıt, E., Olak, A.J., Karwowski, W., Marek, T., Hejduk, I., Taiar, R. (2020). Assessing Safety at Work Using An Adaptive Neuro-Fuzzy Inference System (ANFIS) Approach Aided By Partial Least Squares Structural Equation Modeling (PLS-SEM). International Journal of Industrial Ergonomics, Vol. 76.
Hejduk, I., Olak, A.J., Karwowski, W., Tomczyk, P., Fazlagić, J., Gac, P., Hejduk, H., Sobolewska, S., Alrehaili, O., Çakıt, E. (2020). Safety Knowledge and Safe Practices at Work: A Study of Polish Industrial Enterprises. WORK: A Journal of Prevention, Assessment, and Rehabilitation. 65(2), 349-359.
Olak, A.J., Hejduk, I., Karwowski, W., Tomczyk, P., Fazlagić, J., Gac, P., Hejduk, H., Sobolewska, S., Çakıt, E., Alrehaili, O. (2020). The Relationship Between the Use of Smart Mobile Technology, Safety Knowledge, and Propensity to Follow Safe Practices at Work. International Journal of Occupational Safety and Ergonomics.
Çakıt, E., Olak, A.J., Murata, A., Karwowski, W., Alrehaili, O., Marek, T. (2019). Assessment of the Perceived Safety Culture in the Petrochemical Industry in Japan: A Cross-Sectional Study. PLOS ONE. 14(12).
Donghui, S., Zurada, J., Karwowski, W., Guan, J., Çakıt, E. (2019). Batch and Data Streaming Classification Models for Detecting Adverse Events. Engineering Applications of Artificial Intelligence, Vol.85, 72-84.
Çakıt, E., & Karwowski, W. (2018). A fuzzy overlay model for mapping adverse event risk in an active war theatre. Journal of Experimental & Theoretical Artificial Intelligence, 30(5), 691-701.
Çakıt E. (2018). Ergonomic assessment of airport shuttle driver tasks using an ergonomic analysis toolset, International Journal of Occupational Safety and Ergonomics, 24(2), 286-293.
Çakıt, E., and Karwowski, W. (2017). Estimating electromyography responses using an adaptive neuro-fuzzy inference system with subtractive clustering, Human Factors and Ergonomics in Manufacturing & Service Industries, 27: 177-186.
Çakıt, E., and Karwowski, W. (2017). Predicting the occurrence of adverse events using an adaptive neuro-fuzzy inference system (ANFIS) approach with the help of ANFIS input selection, Artificial Intelligence Review, 48:139-155. doi 10.1007/s10462016-9497-3.
Çakıt, E., Durgun, B., and Cetik, O. (2015). A neural network approach for assessing the relationship between grip strength and hand anthropometry, Neural Network World, 6, 603-622.
Çakıt, E., and Karwowski, W. (2015). Fuzzy inference modeling with the help of fuzzy clustering for predicting the occurrence of adverse events in an active theater of war, Applied Artificial Intelligence, 29(10), 945-961.
Çakıt, E. (2015). Assessment of the physical demands of waste collection tasks, Global NEST Journal, 17(2), 426-438.
Çakıt, E., Karwowski, W., Bozkurt, H., Ahram, T., Thompson, W., Mikusinski, P., & Lee, G. (2014). Investigating the relationship between adverse events and infrastructure development in an active war theater using soft computing techniques, Applied Soft Computing, 25, 204-214.
Cakit, E., Durgun, B., Cetik, O. and Yoldas, O. (2014). A Survey of Hand Anthropometry and Biomechanical Measurements of Dentistry Students in Turkey. Human Factors and Ergonomics in Manufacturing & Service Industries, 24: 739–753.
Adem, A., Çakıt, E., and Dağdeviren, M. (2020). Occupational health and safety risk assessment in the domain of Industry 4.0. SN Applied Sciences, 2, 977.
Çakıt, E., Karwowski, W., Murata, A., Olak, A.J. (2020). Application of Structural Equation Modeling (SEM) and an Adaptive Neuro-Fuzzy Inference System (ANFIS) for Assessment of Safety Culture: An Integrated Modeling Approach. Safety, 6 (1).
Bozkurt, H., Karwowski, W., Çakıt, E., and Ahram, T. (2019). A cellular automata model of the relationship between adverse events and regional infrastructure development in an active war theater. Technologies, 7(3), 54.
Adem, A., Yılmaz Kaya, B., Çakıt, E., and Dağdeviren, M. (2022). The Impact of Digital Transformation in Manufacturing Systems On Work-Study Techniques, Verimlilik Dergisi, Special Issue, 109-121 (In Turkish).
Çakıt, E. (2022). Ergonomic Risk Assessment of Hairdressers Using Rapid Entire Body Assessment, Ergonomics International Journal, 6(1), 1-6.
Çakıt, E. (2020). Computer-Aided Ergonomics: A Case Study for the Analysis of Resistance Training Exercises. Ergonomics International Journal, 4(6), 1-9.
Çakıt, E., Adem, A., and Dağdeviren, M. (2020). Is Industry 4.0 threat or opportunity for Ergonomics?, Verimlilik Dergisi, 3, 43-57 (In Turkish).
Adem, A., Çakıt, E., and Dağdeviren, M. (2019). A literature review for neuroergonomics studies. Ergonomics, 2(2), 131-136. DOI : 10.33439/ergonomi.483197. (In Turkish)
Çakıt, E. (2019). Analysis of Noise Level in a Campus Area: Case Study for Gazi University Maltepe Campus. Ergonomics International Journal, 3(4), 1-8.
Çakıt, E. (2019). Ergonomic Risk Assessment using Cornell Musculoskeletal Discomfort Questionnaire in a Grocery Store. Ergonomics International Journal, 3(6), 1-5.
Çakıt, E., and Karwowski, W. (2017). Potential Applications of Soft-Computing Techniques for Human Socio-Cultural Behavior Modeling. Journal of Computing vol. 12, no.4, pp.284-290.
Çakıt E. (2017). Grip Strength Survey Based on Hand Tool Usage. Süleyman Demirel University Journal of Natural and Applied Sciences, 21(1), 230-234. doi:10.19113/sdufbed.67994.
Çakıt E. (2017). Estimation of Energy Expenditure Based on Divided Manual Material Handling Task: Waste Collection Example. Celal Bayar University Journal of Science, 13 (1), 51-54. DOI: 10.18466/cbayarfbe.302640
Cakit, E., and Karwowski, W. (2015). Assessing the Relationship between Economic Factors and Adverse Events in an Active War Theater Using Fuzzy Inference System Approach. International Journal of Machine Learning and Computing vol. 5, no. 3, pp. 252-257.
Kawala-Sterniuk, A., Kargarnovin, S., Hernandez, C., Murata, A., Santos, F., Rebelo, F., Çakıt, E. ... & Karwowski, W. (2024). 5 Haptics and Tactile Interaction with Computers. Interaction Techniques and Technologies in Human-Computer Interaction, 122-154. CRC Press.
Çakıt, E. (2022). A Systematic Review of Fuzzy Logic Applications for the COVID-19 Pandemic. In Big Data Analytics and Artificial Intelligence in the Healthcare Industry, (pp. 101-128), IGI Global.
Çakıt, E. (2022). The Relationship Between Sustainability and Ergonomics/Human Factors Engineering (pp. 47-58). Artikel Akademi. (In Turkish).
Çakıt, E., & Karwowski, W. (2016). Gaining Insight by Applying Geographical Modeling. In Modeling Sociocultural Influences on Decision Making: Understanding Conflict, Enabling Stability (pp. 243-266). CRC Press.
Doğru, I., & Çakıt, Erman (2024). Prediction of Noise-Induced Hearing Loss in the Forest Sector Using Machine Learning Techniques. 15th International Conference on Applied Human Factors and Ergonomics, Nice, France, July 24-27, 2024.
Harputlu Aksu, Ş., Çakıt, E., Dağdeviren, M. (2023). Investigating the relationship between EEG features and N-back task difficulty levels with NASA-TLX scores among undergraduate students. 6th International Conference on Intelligent Human Systems Integration: Integrating People and Intelligent Systems (IHSI 2023), Venice, Italy, February 22-24, 2023.
Harputlu Aksu, Ş., Çakıt, E. (2022). Classifying Mental Workload Using EEG Data: A Machine Learning Approach. 13th International Conference on Applied Human Factors and Ergonomics, New York, USA, July 24-28, 2022.
Çakıt, E., Karwowski, W. (2020). A Review on Applications of Soft Computing Techniques in Neuroergonomics During the Last Decade, Proceedings of the AHFE 2020 Virtual Conferences on Neuroergonomics and Cognitive Engineering, and Industrial Cognitive Ergonomics and Engineering Psychology, USA, 37-43.
Adem, A., Çakıt, E., Dağdeviren, M. (2019). An Investigation of the New Occupational Risks Posed by Industry 4.0, 5th International Conference on Engineering Sciences, Ankara, Türkiye.
Datlıca, M.T., Çakıt, E. (2019). Application of ST-DBSCAN algorithm on location data and determination of routines, Uluslararası bilim, teknoloji ve sosyal bilimlerde güncel gelişmeler sempozyumu, Ankara, Türkiye.
Zurada, J., Shi, D., Karwowski, W., Guan,J., Çakıt, E. (2018). Detecting Adverse Events in an Active Theater of War Using Advanced Computational Intelligence Techniques, International Conference on Theory and Application of Fuzzy Systems and Soft Computing Warsaw, Poland.
Zurada, J., Donghui, S., Karwowski, W., Guan, J., and Cakit, E. (2018). Detecting Adverse Events in an Active Theater of War Using Data Mining Techniques, Proceedings of the Eighth International Conference on Business Intelligence and Technology (BUSTECH 2018), pp. 43-44, Barcelona, Spain, Feb 18-22, 2018.
Çakıt, E., Karwowski, W. (2017). Understanding the Social and Economic Factors Affecting Adverse Events in an Active Theater of War: A Neural Network Approach, International Conference on Applied Human Factors and Ergonomics, Los Angeles, USA.
Çakıt, E., Durgun, B., Cetik, O. (2016). Assessing the Relationship Between Hand Dimensions and Manual Dexterity Performance for Turkish Dental Students, International Conference on Applied Human Factors and Ergonomics, Florida, USA.
Çakıt, E., Karwowski, W. (2015). Understanding patterns of infrastructure development in the active war theater of Afghanistan over the period 2002-2010. 6th International Conference on Applied Human Factors and Ergonomics (AHFE 2015) and the Affiliated Conferences, Procedia Manufacturing, Volume 3, 3876-3882.
Çakıt, E., Karwowski, W. (2015). Correlation analysis between the occurrence of adverse events and infrastructure development in an active war theater. Proceedings 19th Triennial Congress of the IEA, Melbourne 9-14 August 2015.
Cakit, E., Karwowski, W. (2014). Using Geographic Information Systems Analysis for Mapping Adverse Events in an Active War Theater. In: S. Schatz, J. Cohn, and D. Nicholson (Eds.), Advances in Cross-Cultural Decision Making (Published by 5th AHFE Conference, Krakow, Poland), CRC Press, pp. 187-197.