---
title: "ACM Computing Surveys 2019 — papers — Elamur Research"
description: "ACM Computing Surveys 2019 — papers: 1 paper in the Elamur Research library, with our summaries, ranked by citations."
canonical: "https://research.elamur.ai/free/en/venues/acm-computing-surveys/2019/"
---
[Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/venues/acm-computing-surveys/2019/)

[home](https://md.research.elamur.ai/free/en/) / [venues](https://md.research.elamur.ai/free/en/venues/) / [ACM Computing Surveys](https://md.research.elamur.ai/free/en/venues/acm-computing-surveys/) / 2019

# 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.

[**155** works that year](#all) · [**1** work in our library](https://md.research.elamur.ai/free/en/venues/acm-computing-surveys/2019/#works) · [**5,626** citations of these works](https://md.research.elamur.ai/free/en/venues/acm-computing-surveys/2019/#works)

## 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 ↗](https://doi.org/10.1145/3285029)**Shuai Zhang, Lina Yao, Aixin Sun et al.*1,511 citations*
2. **[Security and Privacy on Blockchain ↗](https://doi.org/10.1145/3316481)**Rui Zhang, Rui Xue, Ling Liu*959 citations*
3. **[A Comprehensive Survey of Deep Learning for Image Captioning ↗](https://doi.org/10.1145/3295748)**Md Zakir Hossain, Ferdous Ahmed Sohel, Mohd Fairuz Shiratuddin et al.*876 citations*
4. **[WiFi Sensing with Channel State Information ↗](https://doi.org/10.1145/3310194)**Yongsen Ma, Gang Zhou, Shuangquan Wang*869 citations*
5. **[Machine Learning for Survival Analysis ↗](https://doi.org/10.1145/3214306)**Ping Wang, Yan Li, Chandan K. A. Reddy*691 citations*
6. **[A Survey on End-Edge-Cloud Orchestrated Network Computing Paradigms ↗](https://doi.org/10.1145/3362031)**Ju Ren, Deyu Zhang, Shiwen He et al.*615 citations*
7. **[Demystifying Parallel and Distributed Deep Learning ↗](https://doi.org/10.1145/3320060)**Tal Ben‐Nun, Torsten Hoefler*577 citations*
8. **[Demystifying Arm TrustZone ↗](https://doi.org/10.1145/3291047)**Sandro Pinto, Nuno Santos*498 citations*
9. **[A Systematic Review on Imbalanced Data Challenges in Machine Learning ↗](https://doi.org/10.1145/3343440)**Harsurinder Kaur, Husanbir Singh Pannu, Avleen Kaur Malhi*488 citations*
10. **[Understanding Deep Learning Techniques for Image Segmentation ↗](https://doi.org/10.1145/3329784)**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 ↗](https://doi.org/10.1145/3285029)**Shuai Zhang, Lina Yao, Aixin Sun et al.*1,511 citations*
2. **[Security and Privacy on Blockchain ↗](https://doi.org/10.1145/3316481)**Rui Zhang, Rui Xue, Ling Liu*959 citations*
3. **[A Comprehensive Survey of Deep Learning for Image Captioning ↗](https://doi.org/10.1145/3295748)**Md Zakir Hossain, Ferdous Ahmed Sohel, Mohd Fairuz Shiratuddin et al.*876 citations*
4. **[WiFi Sensing with Channel State Information ↗](https://doi.org/10.1145/3310194)**Yongsen Ma, Gang Zhou, Shuangquan Wang*869 citations*
5. **[Machine Learning for Survival Analysis ↗](https://doi.org/10.1145/3214306)**Ping Wang, Yan Li, Chandan K. A. Reddy*691 citations*
6. **[A Survey on End-Edge-Cloud Orchestrated Network Computing Paradigms ↗](https://doi.org/10.1145/3362031)**Ju Ren, Deyu Zhang, Shiwen He et al.*615 citations*
7. **[Demystifying Parallel and Distributed Deep Learning ↗](https://doi.org/10.1145/3320060)**Tal Ben‐Nun, Torsten Hoefler*577 citations*
8. **[Demystifying Arm TrustZone ↗](https://doi.org/10.1145/3291047)**Sandro Pinto, Nuno Santos*498 citations*
9. **[A Systematic Review on Imbalanced Data Challenges in Machine Learning ↗](https://doi.org/10.1145/3343440)**Harsurinder Kaur, Husanbir Singh Pannu, Avleen Kaur Malhi*488 citations*
10. **[Understanding Deep Learning Techniques for Image Segmentation ↗](https://doi.org/10.1145/3329784)**Swarnendu Ghosh, Nibaran Das, Ishita Das et al.*476 citations*
11. **[Cooperative Heterogeneous Multi-Robot Systems ↗](https://doi.org/10.1145/3303848)**Yara Rizk, Mariette Awad, Edward W. Tunstel*449 citations*
12. **[A Survey of Communication Protocols for Internet of Things and Related Challenges of Fog and Cloud Computing Integration ↗](https://doi.org/10.1145/3292674)**Jasenka Dizdarević, Francisco Carpio, Admela Jukan et al.*423 citations*
13. **[Resource Management in Fog/Edge Computing ↗](https://doi.org/10.1145/3326066)**Cheol-Ho Hong, Blesson Varghese*422 citations*
14. **[A Survey of DevOps Concepts and Challenges ↗](https://doi.org/10.1145/3359981)**Leonardo Leite, Carla Rocha, Fábio Kon et al.*387 citations*
15. **[Dynamic Malware Analysis in the Modern Era—A State of the Art Survey ↗](https://doi.org/10.1145/3329786)**Ori Or-Meir, Nir Nissim, Yuval Elovici et al.*384 citations*
16. **[How Generative Adversarial Networks and Their Variants Work ↗](https://doi.org/10.1145/3301282)**Yongjun Hong, Uiwon Hwang, Jaeyoon Yoo et al.*373 citations*
17. **[Quality Evaluation of Solution Sets in Multiobjective Optimisation ↗](https://doi.org/10.1145/3300148)**Miqing Li, Xin Yao*342 citations*
18. **[A Survey on Food Computing ↗](https://doi.org/10.1145/3329168)**Weiqing Min, Shuqiang Jiang, Linhu Liu et al.*341 citations*
19. **[Formal Specification and Verification of Autonomous Robotic Systems ↗](https://doi.org/10.1145/3342355)**Matt Luckcuck, Marie Farrell, Louise A. Dennis et al.*281 citations*
20. **[Post-Quantum Lattice-Based Cryptography Implementations ↗](https://doi.org/10.1145/3292548)**Hamid Nejatollahi, Nikil D. Dutt, Sandip Ray et al.*277 citations*
21. **[Issues and Challenges of Load Balancing Techniques in Cloud Computing ↗](https://doi.org/10.1145/3281010)**Pawan Kumar, Rakesh Kumar*276 citations*
22. **[How Complex Is Your Classification Problem? ↗](https://doi.org/10.1145/3347711)**Ana Carolina Lorena, Luís P. F. Garcia, Jens Lehmann et al.*275 citations*
23. **[A Perspective Analysis of Handwritten Signature Technology ↗](https://doi.org/10.1145/3274658)**Moises Díaz, Miguel A. Ferrer, Donato Impedovo et al.*255 citations*
24. **[Insight Into Insiders and IT ↗](https://doi.org/10.1145/3303771)**Ivan Homoliak, Flavio Toffalini, Juan Guarnizo et al.*252 citations*
25. **[A Survey of Coarse-Grained Reconfigurable Architecture and Design ↗](https://doi.org/10.1145/3357375)**Leibo Liu, Jianfeng Zhu, Zhaoshi Li et al.*244 citations*

[See all 155 papers in ACM Computing Surveys 2019 — papers →](https://md.research.elamur.ai/free/en/venues/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 Learning](https://md.research.elamur.ai/free/en/papers/mehrabi-2019-survey-bias-fairness-machine-learning/) [ACM Computing Surveys](https://md.research.elamur.ai/free/en/venues/acm-computing-surveys/)**Ninareh 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)](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/)

## Fields

[Computer Science (1)](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Social Sciences (1)](https://md.research.elamur.ai/free/en/shelves/social-sciences/)

## Top authors

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

[🧑‍🔬**Aram Galstyan**1 work here · 5,626 citations](https://md.research.elamur.ai/free/en/authors/aram-galstyan/) · [🧑‍🔬**Fred Morstatter**1 work here · 5,626 citations](https://md.research.elamur.ai/free/en/authors/fred-morstatter/) · [🧑‍🔬**Kristina Lerman**1 work here · 5,626 citations](https://md.research.elamur.ai/free/en/authors/kristina-lerman/) · [🧑‍🔬**Ninareh Mehrabi**1 work here · 5,626 citations](https://md.research.elamur.ai/free/en/authors/ninareh-mehrabi/)

works and citations from OpenAlex and our library.

- [next → ACM Computing Surveys 2020](https://md.research.elamur.ai/free/en/venues/acm-computing-surveys/2020/)
- [↑ back to ACM Computing Surveys](https://md.research.elamur.ai/free/en/venues/acm-computing-surveys/)