2020 yılının en çok atıf alan Bilgisayar Bilimi makaleleri

2020 yılında yayımlanan ve OpenAlex'te en çok atıf alan 25 Bilgisayar Bilimi makalesi; özgün özetleri ve varsa ücretsiz PDF'leriyle.

1. SciPy 1.0: fundamental algorithms for scientific computing in Python
   Pauli Virtanen, Ralf Gommers et al. · 2020 · 38.297 atıf · Ücretsiz PDF
2. Array programming with NumPy
   Harris, CR, KJ Millman et al. · 2020 · 17.356 atıf
3. Generative adversarial networks
   Ian Goodfellow, Jean Pouget-Abadie et al. · 2020 · 14.489 atıf
4. A Comprehensive Survey on Graph Neural Networks
   Zonghan Wu, Shirui Pan et al. · 2020 · 10.150 atıf · Ücretsiz PDF
5. A Comprehensive Survey on Transfer Learning
   Fuzhen Zhuang, Zhiyuan Qi et al. · 2020 · 6.462 atıf
6. Advances and Open Problems in Federated Learning
   Peter Kairouz, H. Brendan McMahan et al. · 2020 · 6.386 atıf · Ücretsiz PDF
7. The advantages of the Matthews correlation coefficient (MCC) over F1 score and accuracy in binary classification evaluation
   Davide Chicco, Giuseppe Jurman · 2020 · 6.080 atıf · Ücretsiz PDF
8. Graph neural networks: A review of methods and applications
   Jie Zhou, Ganqu Cui et al. · 2020 · 5.875 atıf · Ücretsiz PDF
9. Federated Learning: Challenges, Methods, and Future Directions
   Tian Li, Anit Kumar Sahu et al. · 2020 · 5.139 atıf · Ücretsiz PDF
10. Deep High-Resolution Representation Learning for Visual Recognition
    Jingdong Wang, Ke Sun et al. · 2020 · 4.860 atıf
11. Artificial Intelligence in Education: A Review
    Lijia Chen, Pingping Chen et al. · 2020 · 3.999 atıf
12. PubChem in 2021: new data content and improved web interfaces
    Sunghwan Kim, Jie Chen et al. · 2020 · 3.958 atıf
13. A novel swarm intelligence optimization approach: sparrow search algorithm
    Jiankai Xue, Bo Shen · 2020 · 3.857 atıf
14. Scalable molecular dynamics on CPU and GPU architectures with NAMD
    James Christopher Phillips, David J. Hardy et al. · 2020 · 3.177 atıf
15. A Comprehensive Survey on Graph Neural Networks
    Wu, Z, Pan, S et al. · 2020 · 3.142 atıf
16. The future of digital health with federated learning
    Nicola Rieke, Jonny Hancox et al. · 2020 · 3.128 atıf · Ücretsiz PDF
17. Explainable AI: A Review of Machine Learning Interpretability Methods
    Pantelis Linardatos, Vasilis Papastefanopoulos et al. · 2020 · 2.912 atıf · Ücretsiz PDF
18. Generalizing from a Few Examples
    Yaqing Wang, Quanming Yao et al. · 2020 · 2.800 atıf
19. Quantifying SARS-CoV-2 transmission suggests epidemic control with digital contact tracing
    Luca Ferretti A, Chris Wymant et al. · 2020 · 2.560 atıf
20. Federated Learning in Mobile Edge Networks: A Comprehensive Survey
    Wei Yang Bryan Lim, Nguyen Cong Luong et al. · 2020 · 2.541 atıf
21. Machine Learning Algorithms - A Review
    Batta Mahesh · 2020 · 2.519 atıf
22. A Survey on Explainable Artificial Intelligence (XAI): Toward Medical XAI
    Erico Tjoa, Cuntai Guan · 2020 · 2.475 atıf · Ücretsiz PDF
23. Federated Learning With Differential Privacy: Algorithms and Performance Analysis
    Kang Wei, Jun Li et al. · 2020 · 2.384 atıf · Ücretsiz PDF
24. Analysis of therapeutic targets for SARS-CoV-2 and discovery of potential drugs by computational methods
    Canrong Wu, Yang Liu et al. · 2020 · 2.356 atıf
25. Pymoo: Multi-Objective Optimization in Python
    Julian Blank, Kalyanmoy Deb · 2020 · 2.356 atıf · Ücretsiz PDF

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