Determination of the variables affecting the maximal oxygen uptake of cross-country skiers by using machine learning and feature selection algorithms. - Fatih Abut; Mehmet Fatih Akay (SIU, 2015)

Development of new upper body power prediction models for cross-country skiers by using different machine learning methods. - Shahaboddin Daneshvar; Fatih Abut; Incilay Yildiz; Mehmet Fatih Akay (SIU, 2015)

Developing new VO2max prediction models from maximal, submaximal and questionnaire variables using support vector machines combined with feature selection. - Fatih Abut; Mehmet Fatih Akay; James D. George (Comput. Biol. Medicine, 2016)

Identifying the discriminative predictors of upper body power of cross-country skiers using support vector machines combined with feature selection. - Mehmet Fatih Akay; Fatih Abut; Mikail Özçiloglu; Dan Heil (Neural Comput. Appl., 2016)

Support vector machines for predicting the hamstring and quadriceps muscle strength of college-aged athletes. - Mehmet Fatih Akay; Fatih Abut; Ebru Çetin; Imdat Yarim; Boubacar Sow (Turkish J. Electr. Eng. Comput. Sci., 2017)

A distributed measurement architecture for inferring TCP round-trip timesthrough passive measurements. - Fatih Abut (Turkish J. Electr. Eng. Comput. Sci., 2019)

A robust ensemble feature selector based on rank aggregation for developing new VO2max prediction models using support vector machines. - Fatih Abut; Mehmet Fatih Akay; James D. George (Turkish J. Electr. Eng. Comput. Sci., 2019)

FACEST: feedback-assisted estimation of end-to-end capacity in IP-based communication networks. - Fatih Abut (Turkish J. Electr. Eng. Comput. Sci., 2020)

mlCoCoA: a machine learning-based congestion control for CoAP. - Alper Kamil Demir; Fatih Abut (Turkish J. Electr. Eng. Comput. Sci., 2020)

Development of New Hybrid Models for Prediction of Maximal Oxygen Uptake (VO2max) Using Machine Learning Methods Combined with Feature Selection Algorithms. - Fatih Abut (GRIN Verlag, 2021)

Harnessing AI for Health: Optimized Neural Network Models for Resting Metabolic Rate Prediction. - Fatih Abut; Ezgi Akça; Mehmet Fatih Akay; Mustafa Irmak; Müzda Irmak; Yildirim Adigüzel (IEEE Access, 2024)