📰 ACM Computing Surveys 2020 — papers

The works of ACM Computing Surveys published in 2020 that our library holds (publisher: Association for Computing Machinery): 2 works, listed below with the most cited first; each has a page with our summary, its key points and its references.

Most cited papers

By their OpenAlex citations; a paper with our summary links to its page here, the others to the original.

1. Generalizing from a Few Examples ↗Yaqing Wang, Quanming Yao, James Tin-Yau Kwok et al.2,772 citations
2. A Survey of Fake News ↗Xinyi Zhou, Reza Zafarani1,173 citations
3. A Survey on Distributed Machine Learning ↗Joost Verbraeken, Matthijs Wolting, Jonathan Katzy et al.872 citations
4. A Survey on Ethereum Systems Security ↗Huashan Chen, Marcus Pendleton, Laurent Njilla et al.480 citations
5. A Deep Journey into Super-resolution ↗Saeed Anwar, Salman Hameed Khan, Nick M. Barnes394 citations
6. A Survey of Learning Causality with Data ↗Ruocheng Guo, Lu Cheng, Jundong Li et al.358 citations
7. An Overview of Service Placement Problem in Fog and Edge Computing ↗Farah Aït-Salaht, Frédéric Desprez, Adrien Lèbre336 citations
8. Outlier Detection ↗Azzedine Boukerche, Lining Zheng, Omar Alfandi330 citations
9. Quantum Key Distribution ↗Miralem Mehić, Marcin Niemiec, Stefan Raß et al.329 citations
10. A Survey of Android Malware Detection with Deep Neural Models ↗Junyang Qiu, Jun Zhang, Wei Luo et al.321 citations

All works of the year (139)

The most cited first; 2 with our summary link to their page here, the others to the original.

1. Generalizing from a Few Examples ↗Yaqing Wang, Quanming Yao, James Tin-Yau Kwok et al.2,772 citations
2. A Survey of Fake News ↗Xinyi Zhou, Reza Zafarani1,173 citations
3. A Survey on Distributed Machine Learning ↗Joost Verbraeken, Matthijs Wolting, Jonathan Katzy et al.872 citations
4. A Survey on Ethereum Systems Security ↗Huashan Chen, Marcus Pendleton, Laurent Njilla et al.480 citations
5. A Deep Journey into Super-resolution ↗Saeed Anwar, Salman Hameed Khan, Nick M. Barnes394 citations
6. A Survey of Learning Causality with Data ↗Ruocheng Guo, Lu Cheng, Jundong Li et al.358 citations
7. An Overview of Service Placement Problem in Fog and Edge Computing ↗Farah Aït-Salaht, Frédéric Desprez, Adrien Lèbre336 citations
8. Outlier Detection ↗Azzedine Boukerche, Lining Zheng, Omar Alfandi330 citations
9. Quantum Key Distribution ↗Miralem Mehić, Marcin Niemiec, Stefan Raß et al.329 citations
10. A Survey of Android Malware Detection with Deep Neural Models ↗Junyang Qiu, Jun Zhang, Wei Luo et al.321 citations
11. The AI-Based Cyber Threat Landscape ↗Nektaria Kaloudi, Jingyue Li307 citations
12. A Survey of IoT Applications in Blockchain Systems ↗Laphou Lao, Zecheng Li, Songlin Hou et al.304 citations
13. Stance Detection ↗Dilek Küçük, Fazlı Can300 citations
14. A Survey of Multilingual Neural Machine Translation ↗Raj Dabre, Chenhui Chu, Anoop Kunchukuttan294 citations
15. A Survey of Blockchain-Based Strategies for Healthcare ↗Erikson J. de Aguiar, Bruno S. Faiçal, Bhaskar Krishnamachari et al.275 citations
16. Fast Packet Processing with eBPF and XDP ↗Marcos A. M. Vieira, Matheus Salgueiro Castanho, Racyus D. G. Pacífico et al.260 citations
17. Recommender Systems Leveraging Multimedia Content ↗Yashar Deldjoo, Markus Schedl, Paolo Cremonesi et al.258 citations
18. An Overview of End-to-End Entity Resolution for Big Data ↗Vassilis Christophides, Vasilis Efthymiou, Themis Palpanas et al.251 citations
19. A Survey on Bayesian Deep Learning ↗Hao Wang, Dit‐Yan Yeung241 citations
20. Driver Emotion Recognition for Intelligent Vehicles ↗Sebastian Zepf, Javier Hernandez, Alexander Schmitt et al.234 citations
21. A Survey of Network Virtualization Techniques for Internet of Things Using SDN and NFV ↗Iqbal Alam, Kashif Sharif, Fan Li et al.220 citations
22. A Survey of Compiler Testing ↗Junjie Chen, Jibesh Patra, Michael Pradel et al.215 citations
23. Blocking and Filtering Techniques for Entity Resolution ↗George Papadakis, Dimitrios Skoutas, Emmanouil Thanos et al.210 citations
24. Causality-based Feature Selection ↗Kui Yu, Xianjie Guo, Lin Liu et al.201 citations
25. Scalable Deep Learning on Distributed Infrastructures ↗Ruben Mayer, Hans‐Arno Jacobsen192 citations

See all 139 papers in ACM Computing Surveys 2020 — papers →

📄 Works with our summary in our library (2)

The most cited first (OpenAlex citations plus our library's).

1. Knowledge GraphsACM Computing SurveysAidan Hogan, Eva Blomqvist, Michael Cochez, et al.2020 · 2,013 citations
2. Efficient Transformers: A SurveyACM Computing SurveysYi Tay, Mostafa Dehghani, Dara Bahri, et al.2020 · 1,522 citations

🧭 Top topics

Topics of its works in our library, with the number of works on each.

🕸️Knowledge graphs & ontologies (1)🪶Efficient models & compression (1)

📚 Fields

🖥️Computer Science (2)🎭Arts and Humanities (1)

🧑‍🔬 Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

🏛️ Top institutions

Institutions on the bylines of its works here, by the number of works.

🎓University of StuttgartStuttgart · Germany1 work here🎓Linköping UniversityLinköping · Sweden1 work here🎓Rutgers, The State University of New JerseyNew Brunswick · United States1 work here🏢GoogleMountain View · United States1 work here🎓University of BonnBonn · Germany1 work here🎓Universidad de OviedoOviedo · Spain1 work here🎓Rensselaer Polytechnic InstituteTroy · United States1 work here🎓Paderborn UniversityPaderborn · Germany1 work here🎓University of SouthamptonSouthampton · United Kingdom1 work here🎓University of Bari Aldo MoroBari · Italy1 work here🎓University of Milano-BicoccaMilan · Italy1 work here🎓Sapienza University of RomeRome · Italy1 work here

works and citations from OpenAlex and our library.

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