2017 yılının en çok atıf alan Bilgisayar Bilimi makaleleri

2017 yılında yayımlanan ve OpenAlex'te en çok atıf alan 25 Bilgisayar Bilimi makalesi; özgün özetleri ve varsa ücretsiz PDF'leriyle.

1. ImageNet classification with deep convolutional neural networks
   Alex Krizhevsky, Ilya Sutskever et al. · 2017 · 108.512 atıf
2. DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs
   Liang-Chieh Chen, George Papandreou et al. · 2017 · 22.617 atıf
3. GAN（Generative Adversarial Nets）
   柴田 淳司 · 2017 · 21.178 atıf · Ücretsiz PDF
4. SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation
   Vijay Badrinarayanan, Alex Kendall et al. · 2017 · 19.896 atıf · Ücretsiz PDF
5. SwissADME: a free web tool to evaluate pharmacokinetics, drug-likeness and medicinal chemistry friendliness of small molecules
   Antoine Daina, Olivier Alain Michielin et al. · 2017 · 18.119 atıf · Ücretsiz PDF
6. Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning
   Christian Szegedy, Sergey Ioffe et al. · 2017 · 12.687 atıf
7. Enriching Word Vectors with Subword Information
   Piotr Bojanowski, Édouard Grave et al. · 2017 · 9.858 atıf · Ücretsiz PDF
8. Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising
   Kai Zhang, Wangmeng Zuo et al. · 2017 · 9.186 atıf · Ücretsiz PDF
9. QuPath: Open source software for digital pathology image analysis
   Peter Bankhead, Maurice Bernard Loughrey et al. · 2017 · 8.861 atıf · Ücretsiz PDF
10. DrugBank 5.0: a major update to the DrugBank database for 2018
    David Scott Wishart, Yannick Djoumbou-Feunang et al. · 2017 · 8.424 atıf
11. Overcoming catastrophic forgetting in neural networks
    James Kirkpatrick, Razvan Pascanu et al. · 2017 · 7.813 atıf · Ücretsiz PDF
12. Julia: A Fresh Approach to Numerical Computing
    Jeff Bezanson, Alan S. Edelman et al. · 2017 · 6.189 atıf · Ücretsiz PDF
13. A Survey on Mobile Edge Computing: The Communication Perspective
    Yuyi Mao, Changsheng You et al. · 2017 · 5.699 atıf
14. Visual Genome: Connecting Language and Vision Using Crowdsourced Dense Image Annotations
    Ranjay Krishna, Yuke Zhu et al. · 2017 · 5.298 atıf · Ücretsiz PDF
15. Deep Learning in Medical Image Analysis
    Dinggang G. Shen, Guorong Wu et al. · 2017 · 4.898 atıf · Ücretsiz PDF
16. Deep Reinforcement Learning: A Brief Survey
    Kai Arulkumaran, Marc Peter Deisenroth et al. · 2017 · 4.751 atıf · Ücretsiz PDF
17. The atomic simulation environment—a Python library for working with atoms
    Ask Hjorth Larsen, Jens Jørgen Mortensen et al. · 2017 · 4.514 atıf
18. Efficient Processing of Deep Neural Networks: A Tutorial and Survey
    Vivienne Sze, Yu‐Hsin Chen et al. · 2017 · 4.241 atıf
19. Places: A 10 Million Image Database for Scene Recognition
    Bolei Zhou, Àgata Lapedriza et al. · 2017 · 4.118 atıf
20. Learning without Forgetting
    Zhizhong Li, Derek Hoiem · 2017 · 4.117 atıf
21. Quantum sensing
    Christian Lukas Degen, Friedemann Reinhard et al. · 2017 · 4.038 atıf · Ücretsiz PDF
22. Probabilistic Latent Semantic Indexing
    Thomas Frank Hofmann · 2017 · 4.032 atıf
23. Geometric Deep Learning: Going beyond Euclidean data
    Michael M. Bronstein, Joan Bruna et al. · 2017 · 3.702 atıf · Ücretsiz PDF
24. UpSetR: an R package for the visualization of intersecting sets and their properties
    Jake R. Conway, Alexander Lex et al. · 2017 · 3.618 atıf · Ücretsiz PDF
25. Deep Convolutional Neural Networks for Image Classification: A Comprehensive Review
    Waseem Rawat, Zenghui Wang · 2017 · 3.527 atıf

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