2016 yılının en çok atıf alan Bilgisayar Bilimi makaleleri

2016 yılında yayımlanan ve OpenAlex'te en çok atıf alan 25 Bilgisayar Bilimi makalesi; özgün özetleri ve varsa ücretsiz PDF'leriyle.

1. Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks
   Shaoqing Ren, Kaiming He et al. · 2016 · 55.735 atıf
2. SSD: Single Shot MultiBox Detector
   Wei Liu, Dragomir Anguelov et al. · 2016 · 30.173 atıf
3. Fully Convolutional Networks for Semantic Segmentation
   Evan Shelhamer, Jonathan Long et al. · 2016 · 11.201 atıf
4. Edge Computing: Vision and Challenges
   Weisong Shi, Jie Cao et al. · 2016 · 8.648 atıf
5. LSTM: A Search Space Odyssey
   Klaus Greff, Rupesh K. Srivastava et al. · 2016 · 7.005 atıf · Ücretsiz PDF
6. Deep Reinforcement Learning with Double Q-Learning
   Hado P. van Hasselt, Arthur Guez et al. · 2016 · 6.330 atıf
7. A survey of transfer learning
   Karl R. Weiss, Taghi M. Khoshgoftaar et al. · 2016 · 6.275 atıf · Ücretsiz PDF
8. TensorFlow: a system for large-scale machine learning
   Martı́n Abadi, Paul Barham et al. · 2016 · 6.195 atıf
9. Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning
   Hoo-Chang Shin, Holger R. Roth et al. · 2016 · 5.820 atıf · Ücretsiz PDF
10. Least-Squares Means: The R Package lsmeans
    Russell V. Lenth · 2016 · 5.769 atıf
11. Joint Face Detection and Alignment Using Multitask Cascaded Convolutional Networks
    Kaipeng Zhang, Zhanpeng Zhang et al. · 2016 · 5.295 atıf · Ücretsiz PDF
12. Blockchains and Smart Contracts for the Internet of Things
    Konstantinos Christidis, Michael Devetsikiotis · 2016 · 4.569 atıf
13. Efficient multi-scale 3D CNN with fully connected CRF for accurate brain lesion segmentation
    Konstantinos Kamnitsas, Christian Ledig et al. · 2016 · 3.559 atıf · Ücretsiz PDF
14. DehazeNet: An End-to-End System for Single Image Haze Removal
    Bolun Cai, Xiangmin Xu et al. · 2016 · 3.391 atıf · Ücretsiz PDF
15. Convolutional Neural Networks for Medical Image Analysis: Full Training or Fine Tuning?
    Nima Tajbakhsh, Jae Y. Shin et al. · 2016 · 3.295 atıf · Ücretsiz PDF
16. An End-to-End Trainable Neural Network for Image-Based Sequence Recognition and Its Application to Scene Text Recognition
    Baoguang Shi, Xiang Bai et al. · 2016 · 3.245 atıf
17. Eyeriss: An Energy-Efficient Reconfigurable Accelerator for Deep Convolutional Neural Networks
    Yu-Hsin Chen, Tushar Krishna et al. · 2016 · 3.245 atıf
18. LIME: Low-Light Image Enhancement via Illumination Map Estimation
    Xiaojie Guo, Yu Li et al. · 2016 · 3.014 atıf
19. mclust 5: Clustering, Classification and Density Estimation Using Gaussian Finite Mixture Models
    Luca Scrucca, Michael Fop et al. · 2016 · 2.929 atıf
20. Deep Convolutional and LSTM Recurrent Neural Networks for Multimodal Wearable Activity Recognition
    Francisco Javier Ordóñez, Daniel Roggen · 2016 · 2.770 atıf · Ücretsiz PDF
21. Loss Functions for Image Restoration With Neural Networks
    Hang Zhao, Orazio Gallo et al. · 2016 · 2.700 atıf
22. A Survey of Motion Planning and Control Techniques for Self-Driving Urban Vehicles
    Brian A. Paden, Michal Čáp et al. · 2016 · 2.633 atıf
23. Building machines that learn and think like people
    Brenden M. Lake, Tomer David Ullman et al. · 2016 · 2.567 atıf · Ücretsiz PDF
24. A BOILED‐Egg To Predict Gastrointestinal Absorption and Brain Penetration of Small Molecules
    Antoine Daina, Vincent Zoete · 2016 · 2.562 atıf
25. A Neural Algorithm of Artistic Style
    Leon A. Gatys, Alexander S. Ecker et al. · 2016 · 2.518 atıf · Ücretsiz PDF

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