---
title: "Procedia Computer Science 2019 — papers — Elamur Research"
description: "Procedia Computer Science 2019 — papers: 1 paper in the Elamur Research library, with our summaries, ranked by citations."
canonical: "https://research.elamur.ai/free/en/venues/procedia-computer-science/2019/"
---
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# Procedia Computer Science 2019 — papers

The works of Procedia Computer Science published in 2019 that our library holds (publisher: Elsevier BV): 1 work, listed below with the most cited first; each has a page with our summary, its key points and its references.

[**2,126** works that year](#all) · [**1** work in our library](https://md.research.elamur.ai/free/en/venues/procedia-computer-science/2019/#works) · [**29** citations of these works](https://md.research.elamur.ai/free/en/venues/procedia-computer-science/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. **[Industry 5.0 and Human-Robot Co-working ↗](https://doi.org/10.1016/j.procs.2019.09.104)**Kadir Alpaslan Demir, Gözde Döven, Bülent Sezen*746 citations*
2. **[Diabetes Prediction using Machine Learning Algorithms ↗](https://doi.org/10.1016/j.procs.2020.01.047)**Aishwarya Madhav Mujumdar, V. Vaidehi*557 citations*
3. **[Digital Transformation Process and SMEs ↗](https://doi.org/10.1016/j.procs.2019.09.101)**Dilber Ulaş*454 citations*
4. **[Credit Card Fraud Detection using Machine Learning Algorithms ↗](https://doi.org/10.1016/j.procs.2020.01.057)**Vaishnavi Nath Dornadula, S. Geetha*430 citations*
5. **[Sentiment Analysis in Social Media and Its Application: Systematic Literature Review ↗](https://doi.org/10.1016/j.procs.2019.11.174)**Zulfadzli Drus, Haliyana Binti Khalid*408 citations*
6. **[The Impact of Features Extraction on the Sentiment Analysis ↗](https://doi.org/10.1016/j.procs.2019.05.008)**Ravinder Ahuja, Aakarsha Chug, Shruti Kohli et al.*328 citations*
7. **[Dealing with Noise Problem in Machine Learning Data-sets: A Systematic Review ↗](https://doi.org/10.1016/j.procs.2019.11.146)**Shivani Gupta, Atul Kumar Gupta*325 citations*
8. **[A Review of Dimensionality Reduction Techniques for Efficient Computation ↗](https://doi.org/10.1016/j.procs.2020.01.079)**Velliangiri Sarveshwaran, S. Alagumuthukrishnan, Iwin Thanakumar Joseph S*321 citations*
9. **[IoT Based Real-time River Water Quality Monitoring System ↗](https://doi.org/10.1016/j.procs.2019.08.025)**Mohammad Salah Uddin Chowdury, Talha Bin Emran, Subhasish Ghosh et al.*319 citations*
10. **[Stock Market Prediction Based on Generative Adversarial Network ↗](https://doi.org/10.1016/j.procs.2019.01.256)**Kang Zhang, Guoqiang Zhong, Junyu Dong et al.*313 citations*

## All works of the year (2,126)

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

1. **[Industry 5.0 and Human-Robot Co-working ↗](https://doi.org/10.1016/j.procs.2019.09.104)**Kadir Alpaslan Demir, Gözde Döven, Bülent Sezen*746 citations*
2. **[Diabetes Prediction using Machine Learning Algorithms ↗](https://doi.org/10.1016/j.procs.2020.01.047)**Aishwarya Madhav Mujumdar, V. Vaidehi*557 citations*
3. **[Digital Transformation Process and SMEs ↗](https://doi.org/10.1016/j.procs.2019.09.101)**Dilber Ulaş*454 citations*
4. **[Credit Card Fraud Detection using Machine Learning Algorithms ↗](https://doi.org/10.1016/j.procs.2020.01.057)**Vaishnavi Nath Dornadula, S. Geetha*430 citations*
5. **[Sentiment Analysis in Social Media and Its Application: Systematic Literature Review ↗](https://doi.org/10.1016/j.procs.2019.11.174)**Zulfadzli Drus, Haliyana Binti Khalid*408 citations*
6. **[The Impact of Features Extraction on the Sentiment Analysis ↗](https://doi.org/10.1016/j.procs.2019.05.008)**Ravinder Ahuja, Aakarsha Chug, Shruti Kohli et al.*328 citations*
7. **[Dealing with Noise Problem in Machine Learning Data-sets: A Systematic Review ↗](https://doi.org/10.1016/j.procs.2019.11.146)**Shivani Gupta, Atul Kumar Gupta*325 citations*
8. **[A Review of Dimensionality Reduction Techniques for Efficient Computation ↗](https://doi.org/10.1016/j.procs.2020.01.079)**Velliangiri Sarveshwaran, S. Alagumuthukrishnan, Iwin Thanakumar Joseph S*321 citations*
9. **[IoT Based Real-time River Water Quality Monitoring System ↗](https://doi.org/10.1016/j.procs.2019.08.025)**Mohammad Salah Uddin Chowdury, Talha Bin Emran, Subhasish Ghosh et al.*319 citations*
10. **[Stock Market Prediction Based on Generative Adversarial Network ↗](https://doi.org/10.1016/j.procs.2019.01.256)**Kang Zhang, Guoqiang Zhong, Junyu Dong et al.*313 citations*
11. **[Human Activity Recognition: A Survey ↗](https://doi.org/10.1016/j.procs.2019.08.100)**Charmi Jobanputra, Jatna Bavishi, Nishant Doshi*274 citations*
12. **[Fake News Detection using Bi-directional LSTM-Recurrent Neural Network ↗](https://doi.org/10.1016/j.procs.2020.01.072)**Pritika Bahad, Preeti Saxena, Raj Kamal*267 citations*
13. **[Data dimensional reduction and principal components analysis ↗](https://doi.org/10.1016/j.procs.2019.12.111)**Nema Salem, Sahar Hussein*260 citations*
14. **[A Method Of Skin Disease Detection Using Image Processing And Machine Learning ↗](https://doi.org/10.1016/j.procs.2019.12.090)**Nawal Soliman ALKolifi ALEnezi*255 citations*
15. **[Word2Vec Model Analysis for Semantic Similarities in English Words ↗](https://doi.org/10.1016/j.procs.2019.08.153)**Derry Jatnika, Moch Arif Bijaksana, Arie Ardiyanti Suryani*243 citations*
16. **[Mental Stress Detection in University Students using Machine Learning Algorithms ↗](https://doi.org/10.1016/j.procs.2019.05.007)**Ravinder Ahuja, Alisha Banga*234 citations*
17. **[Smart Farming using IoT, a solution for optimally monitoring farming conditions ↗](https://doi.org/10.1016/j.procs.2019.11.016)**Jash Doshi, Tirthkumar Patel, Santosh Kumar Bharti*232 citations*
18. **[Design of a SWOT Analysis Model and its Evaluation in Diverse Digital Business Ecosystem Contexts ↗](https://doi.org/10.1016/j.procs.2019.09.283)**Christine Namugenyi, Shastri Lakshman Nimmagadda, Torsten Reiners*228 citations*
19. **[A Review on Data Cleansing Methods for Big Data ↗](https://doi.org/10.1016/j.procs.2019.11.177)**Fakhitah Ridzuan, Wan Mohd Nazmee Wan Zainon*223 citations*
20. **[The fuzzy TOPSIS applications in the last decade ↗](https://doi.org/10.1016/j.procs.2019.09.404)**Krzysztof Palczewski, Wojciech Sałabun*211 citations*
21. **[Structure Of Biomolecules Through Molecular Dynamics Simulations ↗](https://doi.org/10.1016/j.procs.2019.08.181)**Maria Arnittali, Anastassia N. Rissanou, Vagelis Harmandaris*203 citations*
22. **[The Effect of Credit Risk on Financial Performance of Deposit Banks In Turkey ↗](https://doi.org/10.1016/j.procs.2019.09.139)**Ramazan Eki̇nci̇, Gülden Poyraz*199 citations*
23. **[The Influence of Discount Framing towards Brand Reputation and Brand Image on Purchase Intention and Actual Behaviour in e-commerce ↗](https://doi.org/10.1016/j.procs.2019.11.192)**Fanni Agmeka, Ruhmaya Nida Wathoni, Adhi Setyo Santoso*195 citations*
24. **[A study on predicting loan default based on the random forest algorithm ↗](https://doi.org/10.1016/j.procs.2019.12.017)**Lin Zhu, Dafeng Qiu, Daji Ergu et al.*187 citations*
25. **[Sentiment Analysis of Social Media Twitter with Case of Anti-LGBT Campaign in Indonesia using Naïve Bayes, Decision Tree, and Random Forest Algorithm ↗](https://doi.org/10.1016/j.procs.2019.11.181)**Veny Amilia Fitri, Rachmadita Andreswari, Muhammad Azani Hasibuan*181 citations*

[See all 2,126 papers in Procedia Computer Science 2019 — papers →](https://md.research.elamur.ai/free/en/venues/procedia-computer-science/2019/papers/)

## Works with our summary in our library (1)

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

1. [**Conversational implicatures in English dialogue: Annotated dataset**Elizabeth Jasmi George, Radhika Mamidi*2019 · 29 citations*](https://md.research.elamur.ai/free/en/papers/george-2019-conversational-implicatures-english-dialogue-annotated/)

## Top topics

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

[Implicature (1)](https://md.research.elamur.ai/free/en/topics/implicature/) · [Dialogue systems (1)](https://md.research.elamur.ai/free/en/topics/dialogue-systems/) · [English (1)](https://md.research.elamur.ai/free/en/topics/english/)

## Fields

[Arts and Humanities (1)](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science (1)](https://md.research.elamur.ai/free/en/shelves/computer-science/)

## Top authors

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

[🧑‍🔬**Radhika Mamidi**1 work here · 29 citations](https://md.research.elamur.ai/free/en/authors/radhika-mamidi/)

## Top institutions

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

[🎓**International Institute of Information Technology, Hyderabad** Hyderabad · India 1 work here](https://md.research.elamur.ai/free/en/universities/international-institute-of-information-technology-hyderabad/)

works and citations from OpenAlex and our library.

- [next → Procedia Computer Science 2022](https://md.research.elamur.ai/free/en/venues/procedia-computer-science/2022/)
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