Abdurrahman Özbeyaz's Home Page
Publications in the
    SCI-SCI/Expanded Journals:
  1. Günaydın, O., Akbaş, E., Özbeyaz, A., Güçlüer, K. Machine learning based evaluation of concrete strength from saturated to dry by non-destructive methods. Journal of Building Engineering 76(107174), 1-13 (2023). https://doi.org/10.1016/j.jobe.2023.107174
  2. Özbeyaz, A., & İnceyol, Y. A novel preference based artificial bee colony algorithm approach to the land reallocation optimization problem in a land consolidation case study: DOT village in Turkey. Expert Systems 40-6, 1-16 (2023). https://doi.org/10.1007/s00521-021-05779-0
  3. Özbeyaz, A. EEG-Based classification of branded and unbranded stimuli associating with smartphone products: comparison of several machine learning algorithms. Neural Comput & Applic 33, 4579–4593 (2021). https://doi.org/10.1007/s00521-021-05779-0
  4. Güçlüer, K., Özbeyaz, A., Göymen, S., and Günaydın, O. A comparative investigation using machine learning methods for concrete compressive strength estimation.Mater. Today Commun., 27, 102278 (2021).
  5. Özbeyaz, A., and Soylemez, M. Modeling compaction parameters using support vector and decision tree regression algorithms.TURKISH J. Electr. Eng. Comput. Sci., 28 (5), 3079–3093 (2020).
  6. Tufaner, F., Özbeyaz, A. Estimation and easy calculation of the Palmer Drought Severity Index from the meteorological data by using the advanced machine learning algorithms.Environ Monit Assess 192, 576 (2020). https://doi.org/10.1007/s10661-020-08539-0
  7. Demirci, Y., Özbeyaz, A. Wastewater treatment in electrocoagulation systems: investigation of the impact of temperature using a fuzzy logic control algorithm.Environ Sci Pollut Res 26, 30893–30906 (2019). https://doi.org/10.1007/s11356-019-06279-4
  8. Özbeyaz, A., Arıca, S. Familiar/unfamiliar face classification from EEG signals by utilizing pairwise distant channels and distinctive time interval.SIViP 12, 1181–1188 (2018). https://doi.org/10.1007/s11760-018-1269-x
  9. Özbeyaz, A., and Arica, S. Classification of EEG signals of familiar and unfamiliar face stimuli exploiting most discriminative channels.TURKISH J. Electr. Eng. Comput. Sci., 25, 3342–3354. (2017)
    International Journals:
  1. Aslan R., Özbeyaz A. Analysis of brand visibility on smartphone images with three-stage model using eye-tracking and EEG: a decision-making study in neuromarketing. Middle East J Manag. 2022;9(4):417. doi:10.1504/MEJM.2022.123727
  2. Çevik, Z. A. , Özbeyaz, A. , Demirci, Y. Investigation of the Relationship Between Renewable Energy and Air Pollution Using a Machine Learning Algortihm. Yekarum 7 (2022 ): 23-32
  3. Özbeyaz, A. STIPRESOFT: an alternative stimuli presentation software synchronizing with current acquisition systems in EEG experiments. SN Appl. Sci. 1, 1635 (2019). https://doi.org/10.1007/s42452-019-1683-x
  4. Özbeyaz, A. A Software Application for Querying AQI Index Parameter Related to Air Pollution Using cURL in PHP. Int. J. Sci. Res., 7 (10), 1421–1425.(2017)
  5. Cay T., Inceyol Y., and Özbeyaz A. A Preliminary Study for Design of Automatic Block Reallocation Algorithm with Genetic Algorithm Method in the Land Consolidation Projects. Int. J. Geol. Environ. Eng., vol. 9, no. 8, pp. 998–1003, (2015), doi: 10.5281/zenodo.1108681..
  6. Saraoğlu H. M., Yıldırım M., Özbeyaz A., and Temurtaş F. Analysis of Palm Perspiration Effect with SVM for Diabetes in People. Int. J. Biomed. Biol. Eng., vol. 6, no. 10, pp. 489–493, (2012), doi: 10.5281/zenodo.1328340.
    TR Index Journals:
  1. Özbeyaz, A., Gunaydin, O., and Soylemez, M. Estimating California Bearing Ratio Using Decision Tree Regression Analysis Using Soil Index and Compaction Parameters. Int. J. Intell. Syst. Appl. Eng., 7 (1), 30–33.(2019)
  2. Aslan R. and Özbeyaz A. Satın Alma Sürecinde Marka Bağımlılığı Üzerine Bir Araştırma: Adıyaman Üniversitesi Örneği, İnsan ve Toplum Bilim. Araştırmaları Derg., vol. 8, no. 3, pp. 1967–1990, Sep. (2019), doi: 10.15869/itobiad.546532.
  3. Özbeyaz A. Matlab Simulink Kullanılarak Kimyasal Parametrelerin Gerçek Zamanlı Kontrolü için Bir Altyapı. Fırat Üniversitesi Mühendislik Bilimleri Dergisi, vol. 31, no. 1, pp. 195-202, Mar. (2019)
  4. Günaydın O.,Özbeyaz A., Söylemez M. Regression Analysis of Soil Compaction Parameters Using Support Vector Method.Celal Bayar University Journal of Science. 14(4): 443-447.(2018)
  5. Özbeyaz A. and İnceyol Y. A Model of Automatic Block Reallocation in the Land Consolidation Projects Using Artificial Bee Colony Algorithm. Int. J. Intell. Syst. Appl. Eng., vol. 4, no. Special Issue-1, pp. 255–259, Dec. (2016), doi: 10.18201/ijisae.2016SpecialIssue-146985.
    National Journals:
  1. Tufaner F. , Dabanlı İ., Özbeyaz A. Kuraklığın Yapay Sinir Ağları ile Analizi: Adıyaman Örneği.İklim Değişikliği ve Çevre. 2019; 4(1): 25-32.
  2. Tufaner F., Avşar Y., Dere T.,Özbeyaz A. , and Gönüllü M. T.Biyogaz Üreteci Çıkış Suyunun Bitki Büyümesi Üzerine Etkileri.Academia Journal of Engineering and Applied Sciences, pp. 378–386, Dec. (2017).
  3. Tufaner F., Avşar Y., Dere T., Özbeyaz A. , and Gönüllü M. T.Deneysel Ölçekli Biyogaz Üretimi Çalışmalarında Muhtemel Sorunlar ve Çözüm Önerileri.Academia Journal of Engineering and Applied Sciences, pp. 373–377, Dec. (2017).