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Halit Bakir

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2020 – today

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2025
[j4]
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Halit Bakir:
A new method for tuning the CNN pre-trained models as a feature extractor for malware detection. Pattern Anal. Appl. 28(1): 26 (2025)
2024
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Halit Bakir, Ayse Nur Çayir, Tugba Selcen Navruz:
A comprehensive experimental study for analyzing the effects of data augmentation techniques on voice classification. Multim. Tools Appl. 83(6): 17601-17628 (2024)
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Halit Bakir:
Evaluating the impact of tuned pre-trained architectures' feature maps on deep learning model performance for tomato disease detection. Multim. Tools Appl. 83(6): 18147-18168 (2024)
2023
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Halit Bakir, Rezan Bakir:
DroidEncoder: Malware detection using auto-encoder based feature extractor and machine learning algorithms. Comput. Electr. Eng. 110: 108804 (2023)
2021
[b1]
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Halit Bakir:
Androıd kötücül yazılımlarından koruma sistemlerinin değerlendirilmesi ve görüntü işleme algoritmalarını yapay zekâ teknikleri ile melezleştirerek yeni bir algılama yaklaşımının geliştirilmesi (Evaluating the robustness of android anti-malware systems and developing a novel detection approach based on hybridizing image processing algorithms with artificial intelligence techniques). Kırıkkale University, Turkey, 2021

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