📰 ACM Computing Surveys 2019 — papers

The works of ACM Computing Surveys published in 2019 that our library holds (publisher: Association for Computing Machinery): 1 work, 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. Deep Learning Based Recommender System ↗Shuai Zhang, Lina Yao, Aixin Sun et al.1,511 citations
2. Security and Privacy on Blockchain ↗Rui Zhang, Rui Xue, Ling Liu959 citations
3. A Comprehensive Survey of Deep Learning for Image Captioning ↗Md Zakir Hossain, Ferdous Ahmed Sohel, Mohd Fairuz Shiratuddin et al.876 citations
4. WiFi Sensing with Channel State Information ↗Yongsen Ma, Gang Zhou, Shuangquan Wang869 citations
5. Machine Learning for Survival Analysis ↗Ping Wang, Yan Li, Chandan K. A. Reddy691 citations
6. A Survey on End-Edge-Cloud Orchestrated Network Computing Paradigms ↗Ju Ren, Deyu Zhang, Shiwen He et al.615 citations
7. Demystifying Parallel and Distributed Deep Learning ↗Tal Ben‐Nun, Torsten Hoefler577 citations
8. Demystifying Arm TrustZone ↗Sandro Pinto, Nuno Santos498 citations
9. A Systematic Review on Imbalanced Data Challenges in Machine Learning ↗Harsurinder Kaur, Husanbir Singh Pannu, Avleen Kaur Malhi488 citations
10. Understanding Deep Learning Techniques for Image Segmentation ↗Swarnendu Ghosh, Nibaran Das, Ishita Das et al.476 citations

All works of the year (155)

The most cited first; 1 with our summary link to their page here, the others to the original.

1. Deep Learning Based Recommender System ↗Shuai Zhang, Lina Yao, Aixin Sun et al.1,511 citations
2. Security and Privacy on Blockchain ↗Rui Zhang, Rui Xue, Ling Liu959 citations
3. A Comprehensive Survey of Deep Learning for Image Captioning ↗Md Zakir Hossain, Ferdous Ahmed Sohel, Mohd Fairuz Shiratuddin et al.876 citations
4. WiFi Sensing with Channel State Information ↗Yongsen Ma, Gang Zhou, Shuangquan Wang869 citations
5. Machine Learning for Survival Analysis ↗Ping Wang, Yan Li, Chandan K. A. Reddy691 citations
6. A Survey on End-Edge-Cloud Orchestrated Network Computing Paradigms ↗Ju Ren, Deyu Zhang, Shiwen He et al.615 citations
7. Demystifying Parallel and Distributed Deep Learning ↗Tal Ben‐Nun, Torsten Hoefler577 citations
8. Demystifying Arm TrustZone ↗Sandro Pinto, Nuno Santos498 citations
9. A Systematic Review on Imbalanced Data Challenges in Machine Learning ↗Harsurinder Kaur, Husanbir Singh Pannu, Avleen Kaur Malhi488 citations
10. Understanding Deep Learning Techniques for Image Segmentation ↗Swarnendu Ghosh, Nibaran Das, Ishita Das et al.476 citations
11. Cooperative Heterogeneous Multi-Robot Systems ↗Yara Rizk, Mariette Awad, Edward W. Tunstel449 citations
12. A Survey of Communication Protocols for Internet of Things and Related Challenges of Fog and Cloud Computing Integration ↗Jasenka Dizdarević, Francisco Carpio, Admela Jukan et al.423 citations
13. Resource Management in Fog/Edge Computing ↗Cheol-Ho Hong, Blesson Varghese422 citations
14. A Survey of DevOps Concepts and Challenges ↗Leonardo Leite, Carla Rocha, Fábio Kon et al.387 citations
15. Dynamic Malware Analysis in the Modern Era—A State of the Art Survey ↗Ori Or-Meir, Nir Nissim, Yuval Elovici et al.384 citations
16. How Generative Adversarial Networks and Their Variants Work ↗Yongjun Hong, Uiwon Hwang, Jaeyoon Yoo et al.373 citations
17. Quality Evaluation of Solution Sets in Multiobjective Optimisation ↗Miqing Li, Xin Yao342 citations
18. A Survey on Food Computing ↗Weiqing Min, Shuqiang Jiang, Linhu Liu et al.341 citations
19. Formal Specification and Verification of Autonomous Robotic Systems ↗Matt Luckcuck, Marie Farrell, Louise A. Dennis et al.281 citations
20. Post-Quantum Lattice-Based Cryptography Implementations ↗Hamid Nejatollahi, Nikil D. Dutt, Sandip Ray et al.277 citations
21. Issues and Challenges of Load Balancing Techniques in Cloud Computing ↗Pawan Kumar, Rakesh Kumar276 citations
22. How Complex Is Your Classification Problem? ↗Ana Carolina Lorena, Luís P. F. Garcia, Jens Lehmann et al.275 citations
23. A Perspective Analysis of Handwritten Signature Technology ↗Moises Díaz, Miguel A. Ferrer, Donato Impedovo et al.255 citations
24. Insight Into Insiders and IT ↗Ivan Homoliak, Flavio Toffalini, Juan Guarnizo et al.252 citations
25. A Survey of Coarse-Grained Reconfigurable Architecture and Design ↗Leibo Liu, Jianfeng Zhu, Zhaoshi Li et al.244 citations

See all 155 papers in ACM Computing Surveys 2019 — papers →

📄 Works with our summary in our library (1)

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

1. A Survey on Bias and Fairness in Machine LearningACM Computing SurveysNinareh Mehrabi, Fred Morstatter, Nripsuta Saxena, et al.2019 · 5,626 citations

🧭 Top topics

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

🛡️Bias, fairness & safety (1)

📚 Fields

🖥️Computer Science (1)🤝Social Sciences (1)

🧑‍🔬 Top authors

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

works and citations from OpenAlex and our library.

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