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Academician profile · PROFESÖR

ALPER BAŞTÜRK

ERCİYES ÜNİVERSİTESİ

  • Ana Dal Mühendislik Temel Alanı
  • Yan Dal Bilgisayar Bilimleri ve Mühendisliği
  • MÜHENDİSLİK FAKÜLTESİ
  • BİLGİSAYAR MÜHENDİSLİĞİ BÖLÜMÜ
Articles YÖKSİS 46
Projects 1
Books 3
Proceedings 62
Patents 1
Artistic 1
Scopus (SJR)
Q1 25 Q2 9 Q3 3 Q4 2
WoS (JCR)
Q1 18 Q2 12 Q3 6 Q4 3
TR Index 10 articles

Scopus (SJR)

WoS (JCR)

TR Index

10 articles

46 publications total

Articles

  1. 2024 Machine learning applications in detection and diagnosis of urology cancers: a systematic literature review Neural Computing and Applications DOI 10.1007/s00521-023-09375-2
  2. 2024 A robust deep learning model for the classification of dental implant brands Journal of Stomatology, Oral and Maxillofacial Surgery DOI 10.1016/j.jormas.2024.101818
  3. 2024 Deep learning-based breast cancer diagnosis with multiview of mammography screening to reduce false positive recall rate TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES DOI 10.55730/1300-0632.4076
  4. 2024 Deep learning for image-based detection of weeds from emergence to maturity in wheat fields SMART AGRICULTURAL TECHNOLOGY DOI 10.1016/j.atech.2024.100552
  5. 2024 A Comparative Analysis of Deep Learning-Based Approaches for Classifying Dental Implants Decision Support System JOURNAL OF IMAGING INFORMATICS IN MEDICINE DOI 10.1007/s10278-024-01086-x
  6. 2024 Geliştirilmiş EfficientNet-B0 mimarisi ile Helikobakter Pilorinin Teşhisi Gazi Üniversitesi Fen Bilimleri Dergisi Part C: Tasarım ve Teknoloji DOI 10.29109/gujsc.1441289
  7. 2023 Robust real-time polyp detection system design based on YOLO algorithms by optimizing activation functions and hyper-parameters with artificial bee colony (ABC) Expert Systems with Applications DOI 10.1016/j.eswa.2023.119741
  8. 2023 A comparative study of YOLO models and a transformer-based YOLOv5 model for mass detection in mammograms The Scientific and Technological Research Council of Turkey (TUBITAK-ULAKBIM) - DIGITAL COMMONS JOURNALS DOI 10.55730/1300-0632.4048
  9. 2023 An unsupervised transfer learning model based on convolutional auto encoder for non-alcoholic steatohepatitis activity scoring and fibrosis staging of liver histopathological images Neural Computing and Applications DOI 10.1007/s00521-023-08252-2
  10. 2023 Hyper-parameter optimization of deep learning architectures using artificial bee colony (ABC) algorithm for high performance real-time automatic colorectal cancer (CRC) polyp detection Applied Intelligence DOI 10.1007/s10489-022-04299-1
  11. 2022 A new lightweight convolutional neural network for radiation-induced liver disease classification Biomedical Signal Processing and Control DOI 10.1016/j.bspc.2021.103463
  12. 2022 An efficient real-time colonic polyp detection with YOLO algorithms trained by using negative samples and large datasets Computers in Biology and Medicine DOI 10.1016/j.compbiomed.2021.105031
  13. 2022 Unclonable Features via Electrospraying of Bulk Polymers ACS Applied Polymer Materials DOI 10.1021/acsapm.2c00803
  14. 2022 How to Affect the Number of Images on the Success Rate for Detection of Weeds with Deep Learning Turkish Science and Technology Publishing (TURSTEP) DOI 10.24925/turjaf.v10i8.1441-1446.5183
  15. 2021 ERUSLR: yeni bir Türkçe işaret dili veri seti ve hiperparametre optimizasyonu destekli evrişimli sinir ağı ile tanınması Gazi Üniversitesi Mühendislik-Mimarlık Fakültesi Dergisi DOI 10.17341/gazimmfd.746793
  16. 2021 Performance Improvement Of Pre-trained Convolutional Neural Networks For Action Recognition The Computer Journal DOI 10.1093/comjnl/bxaa029
  17. 2020 Human action recognition with deep learning and structural optimization using a hybrid heuristic algorithm Cluster Computing-The Journal of Networks Software Tools and Applications DOI 10.1007/s10586-020-03050-0
  18. 2020 Metabolic Imaging Based Sub-Classification of Lung Cancer IEEE Access DOI 10.1109/ACCESS.2020.3040155
  19. 2020 A comprehensive review of deep learning in colon cancer COMPUTERS IN BIOLOGY AND MEDICINE DOI 10.1016/j.compbiomed.2020.104003
  20. 2020 Static facial expression recognition using convolutional neural networks based on transfer learning and hyperparameter optimization MULTIMEDIA TOOLS AND APPLICATIONS DOI 10.1007/s11042-020-09268-9

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