---
title: "PeerJ Computer Science 2024 — papers — Elamur Research"
description: "PeerJ Computer Science 2024 — papers: 1 paper in the Elamur Research library, with our summaries, ranked by citations."
canonical: "https://research.elamur.ai/free/en/venues/peerj-computer-science/2024/"
---
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# PeerJ Computer Science 2024 — papers

The works of PeerJ Computer Science published in 2024 that our library holds (publisher: PeerJ, Inc.): 1 work, listed below with the most cited first; each has a page with our summary, its key points and its references.

[**819** works that year](#all) · [**1** work in our library](https://md.research.elamur.ai/free/en/venues/peerj-computer-science/2024/#works) · [**9** citations of these works](https://md.research.elamur.ai/free/en/venues/peerj-computer-science/2024/#works)

## Most cited papers

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

1. **[Lightweight transformer image feature extraction network ↗](https://doi.org/10.7717/peerj-cs.1755)**Wenfeng Zheng, Siyu Lu, Youshuai Yang et al.*162 citations*
2. **[Trade-off between training and testing ratio in machine learning for medical image processing ↗](https://doi.org/10.7717/peerj-cs.2245)**Muthuramalingam Sivakumar, Sudhaman Parthasarathy, S. Padmapriya*157 citations*
3. **[Comprehensive analysis of clustering algorithms: exploring limitations and innovative solutions ↗](https://doi.org/10.7717/peerj-cs.2286)**Aasim Ayaz Wani*108 citations*
4. **[Evaluating deep learning variants for cyber-attacks detection and multi-class classification in IoT networks ↗](https://doi.org/10.7717/peerj-cs.1793)**Sidra Abbas, Imen Rashid Bouazzi, Stephen Ojo et al.*94 citations*
5. **[Advancing healthcare through multimodal data fusion: a comprehensive review of techniques and applications ↗](https://doi.org/10.7717/peerj-cs.2298)**Jing Ru Teoh, Jian Dong, Xiaowei Zuo et al.*92 citations*
6. **[Predictive maintenance in Industry 4.0: a survey of planning models and machine learning techniques ↗](https://doi.org/10.7717/peerj-cs.2016)**Ida Hector, Rukmani Panjanathan*89 citations*
7. **[A comprehensive review of deep learning in EEG-based emotion recognition: classifications, trends, and practical implications ↗](https://doi.org/10.7717/peerj-cs.2065)**Weizhi Ma, Yujia Zheng, Tianhao Li et al.*87 citations*
8. **[A review on cultivating effective learning: synthesizing educational theories and virtual reality for enhanced educational experiences ↗](https://doi.org/10.7717/peerj-cs.2000)**Fatma Mallek, Tehseen Mazhar, Syed Faisal Abbas Shah et al.*82 citations*
9. **[Decomposition aided attention-based recurrent neural networks for multistep ahead time-series forecasting of renewable power generation ↗](https://doi.org/10.7717/peerj-cs.1795)**Robertas Damaševičius, Luka Jovanović, Aleksandar Petrović et al.*73 citations*
10. **[Random forests with parametric entropy-based information gains for classification and regression problems ↗](https://doi.org/10.7717/peerj-cs.1775)**Vera Ignatenko, Anton Surkov, Sergei Koltcov*72 citations*

## All works of the year (819)

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

1. **[Lightweight transformer image feature extraction network ↗](https://doi.org/10.7717/peerj-cs.1755)**Wenfeng Zheng, Siyu Lu, Youshuai Yang et al.*162 citations*
2. **[Trade-off between training and testing ratio in machine learning for medical image processing ↗](https://doi.org/10.7717/peerj-cs.2245)**Muthuramalingam Sivakumar, Sudhaman Parthasarathy, S. Padmapriya*157 citations*
3. **[Comprehensive analysis of clustering algorithms: exploring limitations and innovative solutions ↗](https://doi.org/10.7717/peerj-cs.2286)**Aasim Ayaz Wani*108 citations*
4. **[Evaluating deep learning variants for cyber-attacks detection and multi-class classification in IoT networks ↗](https://doi.org/10.7717/peerj-cs.1793)**Sidra Abbas, Imen Rashid Bouazzi, Stephen Ojo et al.*94 citations*
5. **[Advancing healthcare through multimodal data fusion: a comprehensive review of techniques and applications ↗](https://doi.org/10.7717/peerj-cs.2298)**Jing Ru Teoh, Jian Dong, Xiaowei Zuo et al.*92 citations*
6. **[Predictive maintenance in Industry 4.0: a survey of planning models and machine learning techniques ↗](https://doi.org/10.7717/peerj-cs.2016)**Ida Hector, Rukmani Panjanathan*89 citations*
7. **[A comprehensive review of deep learning in EEG-based emotion recognition: classifications, trends, and practical implications ↗](https://doi.org/10.7717/peerj-cs.2065)**Weizhi Ma, Yujia Zheng, Tianhao Li et al.*87 citations*
8. **[A review on cultivating effective learning: synthesizing educational theories and virtual reality for enhanced educational experiences ↗](https://doi.org/10.7717/peerj-cs.2000)**Fatma Mallek, Tehseen Mazhar, Syed Faisal Abbas Shah et al.*82 citations*
9. **[Decomposition aided attention-based recurrent neural networks for multistep ahead time-series forecasting of renewable power generation ↗](https://doi.org/10.7717/peerj-cs.1795)**Robertas Damaševičius, Luka Jovanović, Aleksandar Petrović et al.*73 citations*
10. **[Random forests with parametric entropy-based information gains for classification and regression problems ↗](https://doi.org/10.7717/peerj-cs.1775)**Vera Ignatenko, Anton Surkov, Sergei Koltcov*72 citations*
11. **[Systematic review of predictive maintenance and digital twin technologies challenges, opportunities, and best practices ↗](https://doi.org/10.7717/peerj-cs.1943)**Nur Haninie Abd Wahab, Khairunnisa Binti Hasikin, Khin Wee Lai et al.*71 citations*
12. **[Deepfake forensics: a survey of digital forensic methods for multimodal deepfake identification on social media ↗](https://doi.org/10.7717/peerj-cs.2037)**Shavez Mushtaq Qureshi, Atif Saeed, Sultan H. Almotiri et al.*69 citations*
13. **[Applications, challenges, and solutions of unmanned aerial vehicles in smart city using blockchain ↗](https://doi.org/10.7717/peerj-cs.1776)**Syed Faisal Abbas Shah, Tehseen Mazhar, Tamara Al Shloul et al.*68 citations*
14. **[Enhancing software defect prediction: a framework with improved feature selection and ensemble machine learning ↗](https://doi.org/10.7717/peerj-cs.1860)**Misbah Ali, Tehseen Mazhar, Amal Al‐Rasheed et al.*55 citations*
15. **[Generative AI and future education: a review, theoretical validation, and authors’ perspective on challenges and solutions ↗](https://doi.org/10.7717/peerj-cs.2105)**Wali Khan Monib, Atika Qazi, Rosyzie Anna Awg Haji Mohd Apong et al.*55 citations*
16. **[A robust chaos-inspired artificial intelligence model for dealing with nonlinear dynamics in wind speed forecasting ↗](https://doi.org/10.7717/peerj-cs.2393)**Caner Barış, Cağfer Yanarateş, Aytaç Altan*54 citations*
17. **[A systematic review on diabetic retinopathy detection and classification based on deep learning techniques using fundus images ↗](https://doi.org/10.7717/peerj-cs.1947)**Dasari Bhulakshmi, Dharmendra Singh Rajput*54 citations*
18. **[Advancements in heuristic task scheduling for IoT applications in fog-cloud computing: challenges and prospects ↗](https://doi.org/10.7717/peerj-cs.2128)**Deafallah Alsadie*54 citations*
19. **[Enhancing brain tumor diagnosis: an optimized CNN hyperparameter model for improved accuracy and reliability ↗](https://doi.org/10.7717/peerj-cs.1878)**Abdullah Ali M Asiri, Ahmad Shaf, Tariq M. Ali et al.*50 citations*
20. **[Natural language processing for analyzing online customer reviews: a survey, taxonomy, and open research challenges ↗](https://doi.org/10.7717/peerj-cs.2203)**Nadia Malik, Muhammad Bilal*44 citations*
21. **[AI in dermatology: a comprehensive review into skin cancer detection ↗](https://doi.org/10.7717/peerj-cs.2530)**Kavita Behara, Ernest Bhero, John T. Agee*43 citations*
22. **[An integrative decision-making framework to guide policies on regulating ChatGPT usage ↗](https://doi.org/10.7717/peerj-cs.1845)**Umar Ali Bukar, Md Shohel Sayeed, Abdul Razak et al.*43 citations*
23. **[Detecting cyberbullying using deep learning techniques: a pre-trained glove and focal loss technique ↗](https://doi.org/10.7717/peerj-cs.1961)**Amr Mohamed El Koshiry, Entesar Hamed I. Eliwa, Tarek Abd El‐Hafeez et al.*43 citations*
24. **[Security risk models against attacks in smart grid using big data and artificial intelligence ↗](https://doi.org/10.7717/peerj-cs.1840)**Yazeed Yasin Ghadi, Tehseen Mazhar, Khursheed Aurangzeb et al.*43 citations*
25. **[A comprehensive secure system enabling healthcare 5.0 using federated learning, intrusion detection and blockchain ↗](https://doi.org/10.7717/peerj-cs.1778)**Jameel Almalki, Saeed Masoud Alshahrani, Nayyar Ahmed Khan*42 citations*

[See all 819 papers in PeerJ Computer Science 2024 — papers →](https://md.research.elamur.ai/free/en/venues/peerj-computer-science/2024/papers/)

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

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

1. **[Tibyan Corpus: Balanced and Comprehensive Error Coverage Corpus Using ChatGPT for Arabic Grammatical Error Correction](https://md.research.elamur.ai/free/en/papers/alrehili-2024-tibyan-corpus-balanced-comprehensive-error/) [PeerJ Computer Science](https://md.research.elamur.ai/free/en/venues/peerj-computer-science/)**Ahlam Alrehili, Areej Alhothali*2024 · 9 citations*

## Top topics

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

[Semitic languages (1)](https://md.research.elamur.ai/free/en/topics/semitic-languages/) · [Grammatical error correction & learner language (1)](https://md.research.elamur.ai/free/en/topics/grammatical-error-correction/)

## 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/) · [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.

[🧑‍🔬**Ahlam Alrehili**1 work here · 9 citations](https://md.research.elamur.ai/free/en/authors/ahlam-alrehili/) · [🧑‍🔬**Areej Alhothali**1 work here · 9 citations](https://md.research.elamur.ai/free/en/authors/areej-alhothali/)

## Top institutions

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

[🎓**Saudi Electronic University** Riyadh · Saudi Arabia 1 work here](https://md.research.elamur.ai/free/en/universities/saudi-electronic-university/) · [🎓**King Abdulaziz University** Jeddah · Saudi Arabia 1 work here](https://md.research.elamur.ai/free/en/universities/king-abdulaziz-university/)

works and citations from OpenAlex and our library.

- [← previous PeerJ Computer Science 2016](https://md.research.elamur.ai/free/en/venues/peerj-computer-science/2016/)
- [↑ back to PeerJ Computer Science](https://md.research.elamur.ai/free/en/venues/peerj-computer-science/)