2019 yılının en çok atıf alan Bilgisayar Bilimi makaleleri

2019 yılında yayımlanan ve OpenAlex'te en çok atıf alan 25 Bilgisayar Bilimi makalesi; özgün özetleri ve varsa ücretsiz PDF'leriyle.

1. Welcome to the Tidyverse
   Hadley Wickham, Mara Averick et al. · 2019 · 21.768 atıf · Ücretsiz PDF
2. A survey on Image Data Augmentation for Deep Learning
   Connor Shorten, Taghi M. Khoshgoftaar · 2019 · 13.098 atıf · Ücretsiz PDF
3. Squeeze-and-Excitation Networks
   Jie Hu, Li Shen et al. · 2019 · 12.651 atıf
4. Quantum supremacy using a programmable superconducting processor
   Frank Arute, Kunal Arya et al. · 2019 · 7.742 atıf · Ücretsiz PDF
5. Systematic review of research on artificial intelligence applications in higher education – where are the educators?
   Olaf Zawacki‐Richter, Victoria I. Marín et al. · 2019 · 6.936 atıf · Ücretsiz PDF
6. Federated Machine Learning
   Qiang Yang, Yang Liu et al. · 2019 · 6.324 atıf
7. A Review of Recurrent Neural Networks: LSTM Cells and Network Architectures
   Yong Yu, Xiaosheng Si et al. · 2019 · 5.628 atıf
8. Object Detection With Deep Learning: A Review
   Zhong‐Qiu Zhao, Peng Zheng et al. · 2019 · 5.472 atıf
9. PsychoPy2: Experiments in behavior made easy
   Jonathan W. Peirce, Jeremy Gray et al. · 2019 · 5.360 atıf · Ücretsiz PDF
10. OpenPose: Realtime Multi-Person 2D Pose Estimation Using Part Affinity Fields
    Zhe Cao, Gines Hidalgo et al. · 2019 · 5.234 atıf
11. A survey of methods for explaining black box models
    Riccardo Guidotti, Anna Monreale et al. · 2019 · 5.076 atıf
12. SwissTargetPrediction: updated data and new features for efficient prediction of protein targets of small molecules
    Antoine Daina, Olivier Alain Michielin et al. · 2019 · 4.549 atıf
13. Artificial Intelligence (AI): Multidisciplinary perspectives on emerging challenges, opportunities, and agenda for research, practice and policy
    Yogesh Kumar Dwivedi, Laurie Hughes et al. · 2019 · 4.537 atıf
14. UNet++: Redesigning Skip Connections to Exploit Multiscale Features in Image Segmentation
    Zongwei Zhou, Md Mahfuzur Rahman Siddiquee et al. · 2019 · 4.409 atıf · Ücretsiz PDF
15. Billion-Scale Similarity Search with GPUs
    Jeff R. Johnson, Matthijs Douze et al. · 2019 · 3.898 atıf · Ücretsiz PDF
16. A systematic review of immersive virtual reality applications for higher education: Design elements, lessons learned, and research agenda
    Jaziar Radianti, Tim A. Majchrzak et al. · 2019 · 3.524 atıf
17. Res2Net: A New Multi-Scale Backbone Architecture
    Shanghua Gao, Ming‐Ming Cheng et al. · 2019 · 3.449 atıf · Ücretsiz PDF
18. The Generic Mapping Tools Version 6
    Paul Wessel, Joaquim F. Luís et al. · 2019 · 3.216 atıf
19. Continual lifelong learning with neural networks: A review
    German Ignacio Parisi, Ronald Kemker et al. · 2019 · 3.145 atıf · Ücretsiz PDF
20. Survey on deep learning with class imbalance
    Justin M. Johnson, Taghi M. Khoshgoftaar · 2019 · 3.005 atıf · Ücretsiz PDF
21. Deep Learning for Generic Object Detection: A Survey
    Li Liu, Wanli Ouyang et al. · 2019 · 2.823 atıf · Ücretsiz PDF
22. How artificial intelligence will change the future of marketing
    Thomas H. Davenport, Abhijit Ranjan Guha et al. · 2019 · 2.788 atıf · Ücretsiz PDF
23. Regularized Evolution for Image Classifier Architecture Search
    Esteban Real, Aggarwal, Alok et al. · 2019 · 2.697 atıf
24. A survey on semi-supervised learning
    Jesper E. van Engelen, Holger H. Hoos · 2019 · 2.661 atıf · Ücretsiz PDF
25. A Brief History of Artificial Intelligence: On the Past, Present, and Future of Artificial Intelligence
    Michael Haenlein, Andreas Kaplan · 2019 · 2.644 atıf

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