---
title: "Artificial Intelligence Review 2024 — papers — Elamur Research"
description: "Artificial Intelligence Review 2024 — papers: 1 paper in the Elamur Research library, with our summaries, ranked by citations."
canonical: "https://research.elamur.ai/free/en/venues/artificial-intelligence-review/2024/"
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# Artificial Intelligence Review 2024 — papers

The works of Artificial Intelligence Review published in 2024 that our library holds (publisher: Springer Science+Business Media): 1 work, listed below with the most cited first; each has a page with our summary, its key points and its references.

[**415** works that year](#all) · [**1** work in our library](https://md.research.elamur.ai/free/en/venues/artificial-intelligence-review/2024/#works) · [**86** citations of these works](https://md.research.elamur.ai/free/en/venues/artificial-intelligence-review/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. **[A review of convolutional neural networks in computer vision ↗](https://doi.org/10.1007/s10462-024-10721-6)**Xia Zhao, Limin Wang, Yufei Zhang et al.*1,148 citations*
2. **[Deep learning models for digital image processing: a review ↗](https://doi.org/10.1007/s10462-023-10631-z)**R. Archana, P. S. Eliahim Jeevaraj*617 citations*
3. **[Black-winged kite algorithm: a nature-inspired meta-heuristic for solving benchmark functions and engineering problems ↗](https://doi.org/10.1007/s10462-024-10723-4)**Jun Wang, Wenchuan Wang, Xiao-xue Hu et al.*597 citations*
4. **[Autoencoders and their applications in machine learning: a survey ↗](https://doi.org/10.1007/s10462-023-10662-6)**Kamal Berahmand, Fatemeh Daneshfar, Elaheh Sadat Salehi et al.*593 citations*
5. **[A survey on imbalanced learning: latest research, applications and future directions ↗](https://doi.org/10.1007/s10462-024-10759-6)**Wuxing Chen, Kaixiang Yang, Zhiwen Yu et al.*506 citations*
6. **[Secretary bird optimization algorithm: a new metaheuristic for solving global optimization problems ↗](https://doi.org/10.1007/s10462-024-10729-y)**Youfa Fu, Dan Liu, Jiadui Chen et al.*487 citations*
7. **[Large language models (LLMs): survey, technical frameworks, and future challenges ↗](https://doi.org/10.1007/s10462-024-10888-y)**Pranjal Kumar*384 citations*
8. **[Interpretable scientific discovery with symbolic regression: a review ↗](https://doi.org/10.1007/s10462-023-10622-0)**Nour Makke, Sanjay Chawla*331 citations*
9. **[Explainable artificial intelligence (XAI) in finance: a systematic literature review ↗](https://doi.org/10.1007/s10462-024-10854-8)**Jurgita Černevičienė, Audrius Kabašinskas*289 citations*
10. **[Red-billed blue magpie optimizer: a novel metaheuristic algorithm for 2D/3D UAV path planning and engineering design problems ↗](https://doi.org/10.1007/s10462-024-10716-3)**Shengwei Fu, Ke Li, Haisong Huang et al.*287 citations*

## All works of the year (415)

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

1. **[A review of convolutional neural networks in computer vision ↗](https://doi.org/10.1007/s10462-024-10721-6)**Xia Zhao, Limin Wang, Yufei Zhang et al.*1,148 citations*
2. **[Deep learning models for digital image processing: a review ↗](https://doi.org/10.1007/s10462-023-10631-z)**R. Archana, P. S. Eliahim Jeevaraj*617 citations*
3. **[Black-winged kite algorithm: a nature-inspired meta-heuristic for solving benchmark functions and engineering problems ↗](https://doi.org/10.1007/s10462-024-10723-4)**Jun Wang, Wenchuan Wang, Xiao-xue Hu et al.*597 citations*
4. **[Autoencoders and their applications in machine learning: a survey ↗](https://doi.org/10.1007/s10462-023-10662-6)**Kamal Berahmand, Fatemeh Daneshfar, Elaheh Sadat Salehi et al.*593 citations*
5. **[A survey on imbalanced learning: latest research, applications and future directions ↗](https://doi.org/10.1007/s10462-024-10759-6)**Wuxing Chen, Kaixiang Yang, Zhiwen Yu et al.*506 citations*
6. **[Secretary bird optimization algorithm: a new metaheuristic for solving global optimization problems ↗](https://doi.org/10.1007/s10462-024-10729-y)**Youfa Fu, Dan Liu, Jiadui Chen et al.*487 citations*
7. **[Large language models (LLMs): survey, technical frameworks, and future challenges ↗](https://doi.org/10.1007/s10462-024-10888-y)**Pranjal Kumar*384 citations*
8. **[Interpretable scientific discovery with symbolic regression: a review ↗](https://doi.org/10.1007/s10462-023-10622-0)**Nour Makke, Sanjay Chawla*331 citations*
9. **[Explainable artificial intelligence (XAI) in finance: a systematic literature review ↗](https://doi.org/10.1007/s10462-024-10854-8)**Jurgita Černevičienė, Audrius Kabašinskas*289 citations*
10. **[Red-billed blue magpie optimizer: a novel metaheuristic algorithm for 2D/3D UAV path planning and engineering design problems ↗](https://doi.org/10.1007/s10462-024-10716-3)**Shengwei Fu, Ke Li, Haisong Huang et al.*287 citations*
11. **[Handling imbalanced medical datasets: review of a decade of research ↗](https://doi.org/10.1007/s10462-024-10884-2)**Mabrouka Salmi, Dalia Atif, Diego A. Oliva et al.*272 citations*
12. **[A systematic review of deep learning techniques for plant diseases ↗](https://doi.org/10.1007/s10462-024-10944-7)**İshak Paçal, İsmail Kunduracıoğlu, Mehmet Hakkı Alma et al.*250 citations*
13. **[Large language models in medical and healthcare fields: applications, advances, and challenges ↗](https://doi.org/10.1007/s10462-024-10921-0)**Dandan Wang, Shiqing Zhang*238 citations*
14. **[A comprehensive survey of deep learning-based lightweight object detection models for edge devices ↗](https://doi.org/10.1007/s10462-024-10877-1)**Payal Mittal*234 citations*
15. **[Artificial intelligence for literature reviews: opportunities and challenges ↗](https://doi.org/10.1007/s10462-024-10902-3)**Francisco Bolaños, Angelo A. Salatino, Francesco Osborne et al.*234 citations*
16. **[Deep reinforcement learning-based methods for resource scheduling in cloud computing: a review and future directions ↗](https://doi.org/10.1007/s10462-024-10756-9)**Guangyao Zhou, Wenhong Tian, Rajkumar Buyya et al.*232 citations*
17. **[Cost-sensitive learning for imbalanced medical data: a review ↗](https://doi.org/10.1007/s10462-023-10652-8)**Imane Araf, Ali Idri, Ikram Chairi*209 citations*
18. **[Deepfake video detection: challenges and opportunities ↗](https://doi.org/10.1007/s10462-024-10810-6)**Achhardeep Kaur, Azadeh Noori Hoshyar, Vidya Saikrishna et al.*208 citations*
19. **[Digital deception: generative artificial intelligence in social engineering and phishing ↗](https://doi.org/10.1007/s10462-024-10973-2)**Marc Schmitt, Ivan Fléchais*193 citations*
20. **[Robustness in deep learning models for medical diagnostics: security and adversarial challenges towards robust AI applications ↗](https://doi.org/10.1007/s10462-024-11005-9)**Haseeb Javed, Shaker El–Sappagh, Tamer Abuhmed*180 citations*
21. **[Elk herd optimizer: a novel nature-inspired metaheuristic algorithm ↗](https://doi.org/10.1007/s10462-023-10680-4)**Mohammed Azmi Al‐Betar, Mohammed A. Awadallah, Malik Shehadeh Braik et al.*176 citations*
22. **[Deep learning for survival analysis: a review ↗](https://doi.org/10.1007/s10462-023-10681-3)**Simon Wiegrebe, Philipp Kopper, Raphael Sonabend et al.*175 citations*
23. **[Environmental, social, and governance (ESG) and artificial intelligence in finance: State-of-the-art and research takeaways ↗](https://doi.org/10.1007/s10462-024-10708-3)**Tristan Lim*172 citations*
24. **[A review of predictive uncertainty estimation with machine learning ↗](https://doi.org/10.1007/s10462-023-10698-8)**Hristos Tyralis, Georgia Papacharalampous*170 citations*
25. **[A chaotic based image encryption scheme using elliptic curve cryptography and genetic algorithm ↗](https://doi.org/10.1007/s10462-024-10719-0)**Sanjay Kumar, Deepmala Sharma*167 citations*

[See all 415 papers in Artificial Intelligence Review 2024 — papers →](https://md.research.elamur.ai/free/en/venues/artificial-intelligence-review/2024/papers/)

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

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

1. **[Retrieval-Augmented Generation for Natural Language Processing: A Survey](https://md.research.elamur.ai/free/en/papers/wu-2024-retrieval-augmented-generation-natural-language/) [Artificial Intelligence Review](https://md.research.elamur.ai/free/en/venues/artificial-intelligence-review/)**Shangyu Wu, Ying Xiong, Yufei Cui, et al.*2024 · 86 citations*

## Top topics

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

[Information retrieval & search (1)](https://md.research.elamur.ai/free/en/topics/information-retrieval/)

## 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.

[🧑‍🔬**Can Chen**1 work here · 86 citations](https://md.research.elamur.ai/free/en/authors/can-chen/) · [🧑‍🔬**Haolun Wu**1 work here · 86 citations](https://md.research.elamur.ai/free/en/authors/haolun-wu/) · [🧑‍🔬**Xue Liu**1 work here · 86 citations](https://md.research.elamur.ai/free/en/authors/xue-liu/) · [🧑‍🔬**Ye Yuan**1 work here · 86 citations](https://md.research.elamur.ai/free/en/authors/ye-yuan/) · [🧑‍🔬**Ying Xiong**1 work here · 86 citations](https://md.research.elamur.ai/free/en/authors/ying-xiong/) · [🧑‍🔬**Yufei Cui**1 work here · 86 citations](https://md.research.elamur.ai/free/en/authors/yufei-cui/)

## Top institutions

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

[🎓**National Taiwan University** Taipei · Taiwan 1 work here](https://md.research.elamur.ai/free/en/universities/national-taiwan-university/) · [🎓**City University of Hong Kong** Hong Kong · China 1 work here](https://md.research.elamur.ai/free/en/universities/city-university-of-hong-kong/) · [🎓**Mohamed bin Zayed University of Artificial Intelligence** Abu Dhabi · United Arab Emirates 1 work here](https://md.research.elamur.ai/free/en/universities/mohamed-bin-zayed-university-of-artificial-intelligence/) · [🎓**McGill University** Montreal · Canada 1 work here](https://md.research.elamur.ai/free/en/universities/mcgill-university/)

works and citations from OpenAlex and our library.

- [← previous Artificial Intelligence Review 1997](https://md.research.elamur.ai/free/en/venues/artificial-intelligence-review/1997/)
- [↑ back to Artificial Intelligence Review](https://md.research.elamur.ai/free/en/venues/artificial-intelligence-review/)