📰 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.

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 ↗Xia Zhao, Limin Wang, Yufei Zhang et al.1,148 citations
2. Deep learning models for digital image processing: a review ↗R. Archana, P. S. Eliahim Jeevaraj617 citations
3. Black-winged kite algorithm: a nature-inspired meta-heuristic for solving benchmark functions and engineering problems ↗Jun Wang, Wenchuan Wang, Xiao-xue Hu et al.597 citations
4. Autoencoders and their applications in machine learning: a survey ↗Kamal Berahmand, Fatemeh Daneshfar, Elaheh Sadat Salehi et al.593 citations
5. A survey on imbalanced learning: latest research, applications and future directions ↗Wuxing Chen, Kaixiang Yang, Zhiwen Yu et al.506 citations
6. Secretary bird optimization algorithm: a new metaheuristic for solving global optimization problems ↗Youfa Fu, Dan Liu, Jiadui Chen et al.487 citations
7. Large language models (LLMs): survey, technical frameworks, and future challenges ↗Pranjal Kumar384 citations
8. Interpretable scientific discovery with symbolic regression: a review ↗Nour Makke, Sanjay Chawla331 citations
9. Explainable artificial intelligence (XAI) in finance: a systematic literature review ↗Jurgita Černevičienė, Audrius Kabašinskas289 citations
10. Red-billed blue magpie optimizer: a novel metaheuristic algorithm for 2D/3D UAV path planning and engineering design problems ↗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 ↗Xia Zhao, Limin Wang, Yufei Zhang et al.1,148 citations
2. Deep learning models for digital image processing: a review ↗R. Archana, P. S. Eliahim Jeevaraj617 citations
3. Black-winged kite algorithm: a nature-inspired meta-heuristic for solving benchmark functions and engineering problems ↗Jun Wang, Wenchuan Wang, Xiao-xue Hu et al.597 citations
4. Autoencoders and their applications in machine learning: a survey ↗Kamal Berahmand, Fatemeh Daneshfar, Elaheh Sadat Salehi et al.593 citations
5. A survey on imbalanced learning: latest research, applications and future directions ↗Wuxing Chen, Kaixiang Yang, Zhiwen Yu et al.506 citations
6. Secretary bird optimization algorithm: a new metaheuristic for solving global optimization problems ↗Youfa Fu, Dan Liu, Jiadui Chen et al.487 citations
7. Large language models (LLMs): survey, technical frameworks, and future challenges ↗Pranjal Kumar384 citations
8. Interpretable scientific discovery with symbolic regression: a review ↗Nour Makke, Sanjay Chawla331 citations
9. Explainable artificial intelligence (XAI) in finance: a systematic literature review ↗Jurgita Černevičienė, Audrius Kabašinskas289 citations
10. Red-billed blue magpie optimizer: a novel metaheuristic algorithm for 2D/3D UAV path planning and engineering design problems ↗Shengwei Fu, Ke Li, Haisong Huang et al.287 citations
11. Handling imbalanced medical datasets: review of a decade of research ↗Mabrouka Salmi, Dalia Atif, Diego A. Oliva et al.272 citations
12. A systematic review of deep learning techniques for plant diseases ↗İshak Paçal, İsmail Kunduracıoğlu, Mehmet Hakkı Alma et al.250 citations
13. Large language models in medical and healthcare fields: applications, advances, and challenges ↗Dandan Wang, Shiqing Zhang238 citations
14. A comprehensive survey of deep learning-based lightweight object detection models for edge devices ↗Payal Mittal234 citations
15. Artificial intelligence for literature reviews: opportunities and challenges ↗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 ↗Guangyao Zhou, Wenhong Tian, Rajkumar Buyya et al.232 citations
17. Cost-sensitive learning for imbalanced medical data: a review ↗Imane Araf, Ali Idri, Ikram Chairi209 citations
18. Deepfake video detection: challenges and opportunities ↗Achhardeep Kaur, Azadeh Noori Hoshyar, Vidya Saikrishna et al.208 citations
19. Digital deception: generative artificial intelligence in social engineering and phishing ↗Marc Schmitt, Ivan Fléchais193 citations
20. Robustness in deep learning models for medical diagnostics: security and adversarial challenges towards robust AI applications ↗Haseeb Javed, Shaker El–Sappagh, Tamer Abuhmed180 citations
21. Elk herd optimizer: a novel nature-inspired metaheuristic algorithm ↗Mohammed Azmi Al‐Betar, Mohammed A. Awadallah, Malik Shehadeh Braik et al.176 citations
22. Deep learning for survival analysis: a review ↗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 ↗Tristan Lim172 citations
24. A review of predictive uncertainty estimation with machine learning ↗Hristos Tyralis, Georgia Papacharalampous170 citations
25. A chaotic based image encryption scheme using elliptic curve cryptography and genetic algorithm ↗Sanjay Kumar, Deepmala Sharma167 citations

See all 415 papers in 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 SurveyArtificial Intelligence ReviewShangyu 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)

📚 Fields

🎭Arts and Humanities (1)🖥️Computer Science (1)

🧑‍🔬 Top authors

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

🏛️ Top institutions

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

🎓National Taiwan UniversityTaipei · Taiwan1 work here🎓City University of Hong KongHong Kong · China1 work here🎓Mohamed bin Zayed University of Artificial IntelligenceAbu Dhabi · United Arab Emirates1 work here🎓McGill UniversityMontreal · Canada1 work here

works and citations from OpenAlex and our library.

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