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  1. Histogram-based global thresholding method for image binarization

    Article • Optik, April 2024, Elsevier

    Dr. Abdullah Elen

  2. Identification of multiclass tympanic membranes by using deep feature transfer learning and hyperparameter optimization

    Article • Measurement, April 2024, Elsevier

    Dr. Abdullah Elen

  3. Adaptive Arctan kernel: a generalized kernel for support vector machine

    Article • Sadhana, March 2024, Springer Science + Business Media

    Dr. Abdullah Elen

  4. Design of a low-cost and fully automated digital microscope system

    Article • Multimedia Tools and Applications, October 2023, Springer Science + Business Media

    Dr. Abdullah Elen

  5. α­SechSig and α­TanhSig: two novel non-monotonic activation functions

    Article • Soft Computing, October 2023, Springer Science + Business Media

    Dr. Abdullah Elen

  6. Detection and classification of pneumonia using novel Superior Exponential (SupEx) activation function in convolutional neural networks

    Article • Expert Systems with Applications, May 2023, Elsevier

    Dr. Abdullah Elen

  7. Designing a dynamic system to control building components and computers with voice commands for disabled individuals

    Article • Multimedia Tools and Applications, February 2023, Springer Science + Business Media

    Dr. Abdullah Elen

  8. Auto-detection of Phases in Microstructure of the AZ91 Mg-alloys by Image Processing Techniques

    Article • Mühendislik Bilimleri ve Araştırmaları Dergisi, October 2022, Bandirma Onyedi Eylul University

    Dr. Abdullah Elen

  9. Covid‐19 detection from radiographs by feature‐reinforced ensemble learning

    Article • Concurrency and Computation Practice and Experience, July 2022, Wiley

    Dr. Abdullah Elen

  10. An Adaptive Gaussian Kernel for Support Vector Machine

    Article • Arabian Journal for Science and Engineering, March 2022, Springer Science + Business Media

    Dr. Abdullah Elen

  11. A hybrid machine learning model for classifying time series

    Article • Neural Computing and Applications, September 2021, Springer Science + Business Media

    Dr. Abdullah Elen

  12. A Comparison of Classification Methods for Diagnosis of Parkinson s

    Article • International Journal of Intelligent Systems and Applications in Engineering, December 2020, International Journal of Intelligent Systems and Applications in Engineering

    Dr. Abdullah Elen

  13. An Application to Control Media Player with Voice Commands

    Article • Politeknik Dergisi, December 2020, Gazi University - Technical Education Faculty

    Dr. Abdullah Elen

  14. Learn from one data set to classify all – A multi-target domain adaptation approach for white blood cell classification

    Article • Computer Methods and Programs in Biomedicine, November 2020, Elsevier

    Dr. Abdullah Elen

  15. Görüntü İkileştirme için Global Eşikleme Yöntemleri Üzerine Bir İnceleme

    Article • Mühendislik Bilimleri ve Araştırmaları Dergisi, October 2020, Bandirma Onyedi Eylul University

    Dr. Abdullah Elen

  16. Standardized Variable Distances: A distance-based machine learning method

    Article • Applied Soft Computing, October 2020, Elsevier

    Dr. Abdullah Elen

  17. Evaluation of train and test performance of machine learning algorithms and Parkinson diagnosis with statistical measurements

    Article • Medical & Biological Engineering & Computing, September 2020, Springer Science + Business Media

    Dr. Abdullah Elen

  18. Making Inferences About Settlements from Satellite Images Using Glowworm Swarm Optimization

    Article • Journal of Electrical Engineering and Technology, August 2020, Springer Science + Business Media

    Dr. Abdullah Elen

  19. A New Dynamic Feature Extraction Method for Biometric Images

    Article • Journal of Polytechnic, August 2020, Gazi University - Technical Education Faculty

    Dr. Abdullah Elen

  20. Automatic detection of petiole border in plant leaves

    Article • Measurement and Control, May 2020, SAGE Publications

    Dr. Abdullah Elen

  21. Classifying White Blood Cells Using Machine Learning Algorithms

    Article • Uluslararası Muhendislik Arastirma ve Gelistirme Dergisi, January 2019, Uluslararasi Muhendislik Arastirma ve Gelistirme Dergisi

    Dr. Abdullah Elen

  22. A new approach for fully automated segmentation of peripheral blood smears

    Article • International Journal of ADVANCED AND APPLIED SCIENCES, January 2018, International Journal of Advanced and Applied Sciences

    Dr. Abdullah Elen

  23. Identification of column edges of DNA fragments by using K-means clustering and mean algorithm on lane histograms of DNA agarose gel electrophoresis images

    Article • July 2015, SPIE

    Dr. Abdullah Elen