Akademik Çalışmalar

A. Uluslararası İndeksli Dergilerde Yayınlanan Makaleler

  1. Korkusuz Muhammet, Başaran Betül, Et Tayfun, Bilge Ayşegül, Yarımoğlu Rafet, Yıldırım Hasan (2023). Bilateral external oblique intercostal plane block (EOIPB) in patients undergoing laparoscopic cholecystectomy.  Saudi Medical Journal, 44(10), 1037-1046., Doi: 10.15537/smj.2023.44.10.20230350
  2. Kocaman Hikmet, Canli Mehmet, Alkan Halil, Yıldırım Hasan, Yildiz Nazim Tolgahan (2023). The Reliability and Validity of the Modified Four-Square Step Test in Individuals with Anterior Cruciate Ligament Reconstruction.  Indian Journal of Orthopaedics, Doi: 10.1007/s43465-023-00993-5
  3. Yildiz Nazim Tolgahan, Kocaman Hikmet, Yıldırım Hasan (2023). Predictors of the masticatory muscle activity during chewing in patients with myogenous temporomandibular disorder.  Clinical Oral Investigations, Doi: 10.1007/s00784-023-05260-3
  4. Kocaman Hikmet, Yıldırım Hasan, Gökşen Ayşenur, Arman Gökçe Merve (2023). An investigation of machine learning algorithms for prediction of lumbar disc herniation.  Medical & Biological Engineering & Computing, Doi: 10.1007/s11517-023-02888-x
  5. Gökşen Ayşenur, Kocaman Hikmet, Yıldırım Hasan (2023). Reliability and Validity of the Back Pain and Body Posture Assessment Instrument in Adults with Disc Herniation.  Turkiye Klinikleri Journal of Health Sciences, 8(3), 444-451., Doi: 10.5336/healthsci.2023-95628
  6. Yildirim, H., & Özkale, M. R. (2022). A combination of ridge and Liu regressions for extreme learning machine. Soft Computing, 1-16.
  7. Yildirim, G., Kaçıranlar, S., & Yildirim, H. (2022). Poisson and negative binomial regression models for zero-inflated data: an experimental study. Communications Faculty of Sciences University of Ankara Series A1 Mathematics and Statistics, 71(2), 601-615.
  8. Yildirim, H. (2021). Comparative Analysis of Machine Learning Algorithms Based on Variable Importance Evaluation. Journal of Science, Technology and Engineering Research, 2(2), 46-53.
  9. Sebetci, Ö., & Yildirim, H. (2021). A study on investigation of the usage of decision support systems and evidence-based medicine relations via machine learning algorithms. Decision, 48(3), 249-259
  10. Yildirim, H., & Revan Özkale, M. (2021). LL-ELM: A regularized extreme learning machine based on L 1-norm and Liu estimator. Neural computing and applications, 33(16), 10469-10484
  11. Yildirim, H. and Özkale, M., R., (2020), “An enhanced extreme learning machine based on Liu regression”, Neural Processing Letters, Doi: 10.1007/s11063-020-10263-2
  12. Bolat, E., Yildirim, H. and et al. (2020), “A Comprehensive Comparison of Machine Learning Algorithms on Diagnosing COPD and Asthma Diseases”, J. Ponte, 76:3. Doi: 10.21506/j.ponte.2020.3.17
  13. Yildirim, H. and Özkale, M., R., (2019), “The Performance of ELM Based Ridge Regression via the Regularization Parameters”, Expert Systems With Applications. DOI: 10.1016/j.eswa.2019.05.039
  14. Yildirim, H., (2019), “Property Value Assessment Using Artificial Neural Networks, Hedonic Regression and Nearest Neighbors Regression Methods”, Selcuk University Journal of Engineering, Science and Technology. 387-404. DOI: 10.15317/Scitech.2019.207
  15. Yildirim, H., (2018). “Comparison of Provinces of Turkey In Terms of Accessing Health Care Services by Using Different Clustering Algorithms”. Eskişehir Technical University Journal of Science and Technology A – Applied Sciences and Engineering, 907-925. DOI: 10.18038/aubtda.413890

B. Diğer Dergilerde Yayınlanan Makaleler

  1. Yildirim, H., Sakallioğlu S., “İkili Benzerlik Ölçülerinin İncelenmesi“, Çukurova Üniversitesi, Çukurova Üniversitesi Fen ve Mühendislik Bilimleri Dergisi, cilt.34, ss.100-109, 2016.

C. Uluslararası bilimsel toplantılarda sunulan ve bildiri kitaplarında (proceedings) basılan bildiriler :

  1. Yildirim, H. and Özkale, M., R., “ The Performance of ELM Based Ridge
    Regression via The Regularization Parameters     ”, International Congress on Statistics, Mathematics and Analytical Methods, March 28, 2019, İstanbul, Turkey
  2. Yildirim, H. and Özkale, M., R., “A New Extreme Learning Machine Algorithm Using Liu Regression”, International Congress on Statistics, Mathematics and Analytical Methods, March 28, 2019, İstanbul, Turkey.
  3. Yildirim, H., “Property Value Assessment Using Artificial Neural Networks, Hedonic Regression and Nearest Neighbors Regression Methods“, 1st International Conference on Data Science and Applications(ICONDATA) 2018, Yalova, Turkey.
  4. Yildirim, H., “Examination of Provinces of Turkey In Terms of Accessing Health Care Services by Using Different Clustering Algorithms“, 1st International Conference on Data Science and Applications(ICONDATA) 2018, Yalova, Turkey.
  5. Yildirim, H., “Extracting Clusters between Turkey’s Cities Based on Human Development Index: A Comparison of Clustering Methods“, 3rd International Researchers, Statisticians And Young Statisticians Congress, Konya, Turkey, May 24-26, 2017, pp.145-145.
  6. Yildirim, H., “On The Examination of PISA 2015 Scores via Hierarchical and Non Hierarchical Clustering Methods“, International Congress on Fundamental and Applied Sciences 2017 (ICFAS2017) , Sarajevo, Bosnia and Herzegovina, 21-25 Ağustos 2017, pp.90-90.
  7. Yildirim, H., Özkale M.R., “Determining the efficiency of classification algorithms on different data sets“, 1st International Mediterranean Science and Engineering Congress (IMSEC2016), Adana, Turkey, October 26-28, 2016, pp.4348-4348.
  8. Yildirim, H., Sakallioğlu S., “Investigating Binary Similarity And Dissimilarity Measures“, 3rd International Eurasian Conference On Mathematical Sciences and Applications (IECMSA 2014), Vienna, Austria, August 25-28, 2014, pp.1-1.