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

The works of Frontiers in artificial intelligence and applications published in 2024 that our library holds: 1 work, listed below with the most cited first; each has a page with our summary, its key points and its references.

[**1,756** works that year](#all) · [**1** work in our library](https://md.research.elamur.ai/free/en/venues/frontiers-in-artificial-intelligence-and-applications/2024/#works) · [**14** citations of these works](https://md.research.elamur.ai/free/en/venues/frontiers-in-artificial-intelligence-and-applications/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. **[TimeMachine: A Time Series is Worth 4 Mambas for Long-Term Forecasting ↗](https://doi.org/10.3233/faia240677)**Md Atik Ahamed, Qiang Cheng*126 citations*
2. **[Legal Knowledge and Information Systems ↗](https://doi.org/10.3233/faia395)***119 citations*
3. **[Convolutional Bypasses Are Better Vision Transformer Adapters ↗](https://doi.org/10.3233/faia240489)**Shibo Jie, Zhihong Deng, Shixuan Chen et al.*99 citations*
4. **[Unreflected Acceptance – Investigating the Negative Consequences of ChatGPT-Assisted Problem Solving in Physics Education ↗](https://doi.org/10.3233/faia240195)**Lars Krupp, Steffen Steinert, Maximilian Kiefer-Emmanouilidis et al.*75 citations*
5. **[A Conceptual Framework for Solving Ethical Issues in Generative Artificial Intelligence ↗](https://doi.org/10.3233/faia231182)**Пламена Златева, Liudmila Steshina, Igor Petukhov et al.*39 citations*
6. **[Computational Models of Argument ↗](https://doi.org/10.3233/faia388)**Baroni, Pietro, Gordon, Thomas F., Scheffler, Tatjana et al.*37 citations*
7. **[Formal Ontology in Information Systems ↗](https://doi.org/10.3233/faia394)***30 citations*
8. **[LLM-Augmented Agent-Based Modelling for Social Simulations: Challenges and Opportunities ↗](https://doi.org/10.3233/faia240190)**Önder Gürcan*29 citations*
9. **[SFDFusion: An Efficient Spatial-Frequency Domain Fusion Network for Infrared and Visible Image Fusion ↗](https://doi.org/10.3233/faia240524)**Kun Hu, Qingle Zhang, Maoxun Yuan et al.*27 citations*
10. **[Human-AI Collaboration in Smart Manufacturing: Key Concepts and Framework for Design ↗](https://doi.org/10.3233/faia240192)**Maria Hartikainen, Guna Spurava, Kaisa Väänänen*25 citations*

## All works of the year (1,756)

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

1. **[TimeMachine: A Time Series is Worth 4 Mambas for Long-Term Forecasting ↗](https://doi.org/10.3233/faia240677)**Md Atik Ahamed, Qiang Cheng*126 citations*
2. **[Legal Knowledge and Information Systems ↗](https://doi.org/10.3233/faia395)***119 citations*
3. **[Convolutional Bypasses Are Better Vision Transformer Adapters ↗](https://doi.org/10.3233/faia240489)**Shibo Jie, Zhihong Deng, Shixuan Chen et al.*99 citations*
4. **[Unreflected Acceptance – Investigating the Negative Consequences of ChatGPT-Assisted Problem Solving in Physics Education ↗](https://doi.org/10.3233/faia240195)**Lars Krupp, Steffen Steinert, Maximilian Kiefer-Emmanouilidis et al.*75 citations*
5. **[A Conceptual Framework for Solving Ethical Issues in Generative Artificial Intelligence ↗](https://doi.org/10.3233/faia231182)**Пламена Златева, Liudmila Steshina, Igor Petukhov et al.*39 citations*
6. **[Computational Models of Argument ↗](https://doi.org/10.3233/faia388)**Baroni, Pietro, Gordon, Thomas F., Scheffler, Tatjana et al.*37 citations*
7. **[Formal Ontology in Information Systems ↗](https://doi.org/10.3233/faia394)***30 citations*
8. **[LLM-Augmented Agent-Based Modelling for Social Simulations: Challenges and Opportunities ↗](https://doi.org/10.3233/faia240190)**Önder Gürcan*29 citations*
9. **[SFDFusion: An Efficient Spatial-Frequency Domain Fusion Network for Infrared and Visible Image Fusion ↗](https://doi.org/10.3233/faia240524)**Kun Hu, Qingle Zhang, Maoxun Yuan et al.*27 citations*
10. **[Human-AI Collaboration in Smart Manufacturing: Key Concepts and Framework for Design ↗](https://doi.org/10.3233/faia240192)**Maria Hartikainen, Guna Spurava, Kaisa Väänänen*25 citations*
11. **[CoTran: An LLM-Based Code Translator Using Reinforcement Learning with Feedback from Compiler and Symbolic Execution ↗](https://doi.org/10.3233/faia240968)**Prithwish Kumar Jana, Piyush Jha, Haoyang Ju et al.*22 citations*
12. **[Enhancing Retrieval and Managing Retrieval: A Four-Module Synergy for Improved Quality and Efficiency in RAG Systems ↗](https://doi.org/10.3233/faia240748)**Yunxiao Shi, Xing Zi, Zijing Shi et al.*19 citations*
13. **[Artificial Intelligence Research and Development ↗](http://dx.doi.org/10.3233/faia390)***18 citations*
14. **[Enhancing Transformer Training Efficiency with Dynamic Dropout ↗](https://doi.org/10.3233/faia241456)**Hanrui Yan, Dan Shao*18 citations*
15. **[The Common Core Ontologies ↗](https://doi.org/10.3233/faia241292)**Mark Jensen, Giacomo De Colle, Sean Kindya et al.*18 citations*
16. **[Electronics, Communications and Networks ↗](http://dx.doi.org/10.3233/faia381)**International Conference on Electronics, Communications and Networks 2023 Macau, Tallón-Ballesteros, Antonio J., Cortés-Ancos, Estefanía et al.*17 citations*
17. **[Methods to Estimate Positioning and Time Offset with Underwater Acoustic Positioning System ↗](http://dx.doi.org/10.3233/faia231338)**Chengcai Lv, Wen Ou, Jun Liu et al.*17 citations*
18. **[VANER: Leveraging Large Language Model for Versatile and Adaptive Biomedical Named Entity Recognition ↗](https://doi.org/10.3233/faia240664)**Junyi Bian, Weiqi Zhai, Xiaodi Huang et al.*17 citations*
19. **[EdgeNAT: Transformer for Efficient Edge Detection ↗](https://doi.org/10.3233/faia240518)**Jinghuai Jie, Yan Rui Guo, Guixing Wu et al.*15 citations*
20. **[Hybrid Intelligence in Academic Writing: Examining Self-Regulated Learning Patterns in an AI-Assisted Writing Task ↗](https://doi.org/10.3233/faia240198)**Andy Nguyen, Faith Ilesanmi, Belle Dang et al.*15 citations*
21. **[Extending Context Window of Attention Based Knowledge Tracing Models via Length Extrapolation ↗](https://doi.org/10.3233/faia240651)**Xueyi Li, Youheng Bai, Teng Guo et al.*14 citations*
22. **[Learning Order Forest for Qualitative-Attribute Data Clustering ↗](https://doi.org/10.3233/faia240709)**Mingjie Zhao, Sen Feng, Yiqun Zhang et al.*14 citations*
23. **[FlowLearn: Evaluating Large Vision-Language Models on Flowchart Understanding ↗](https://doi.org/10.3233/faia240473)**Huitong Pan, Qi Zhang, Cornelia Caragea et al.*13 citations*
24. **[Nissist: An Incident Mitigation Copilot based on Troubleshooting Guides ↗](https://doi.org/10.3233/faia241032)**Kaikai An, Fangkai Yang, Junting Lu et al.*13 citations*
25. **[u-LLaVA: Unifying Multi-Modal Tasks via Large Language Model ↗](https://doi.org/10.3233/faia240541)**Jinjin Xu, Liwu Xu, Yuzhe Yang et al.*13 citations*

[See all 1,756 papers in Frontiers in artificial intelligence and applications 2024 — papers →](https://md.research.elamur.ai/free/en/venues/frontiers-in-artificial-intelligence-and-applications/2024/papers/)

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

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

1. **[UCCIX: Irish-eXcellence Large Language Model](https://md.research.elamur.ai/free/en/papers/tran-2024-uccix-irish-excellence-large-language/) [Frontiers in artificial intelligence and applications](https://md.research.elamur.ai/free/en/venues/frontiers-in-artificial-intelligence-and-applications/)**Khanh-Tung Tran, Barry O'Sullivan, Hoang D. Nguyen*2024 · 14 citations*

## Top topics

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

[Language models & pretraining (1)](https://md.research.elamur.ai/free/en/topics/language-models/)

## 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.

[🧑‍🔬**Barry O'Sullivan**1 work here · 14 citations](https://md.research.elamur.ai/free/en/authors/barry-o-sullivan/) · [🧑‍🔬**Hoang D. Nguyen**1 work here · 14 citations](https://md.research.elamur.ai/free/en/authors/hoang-d-nguyen/) · [🧑‍🔬**Khanh-Tung Tran**1 work here · 14 citations](https://md.research.elamur.ai/free/en/authors/khanh-tung-tran/)

## Top institutions

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

[🎓**University College Cork** Cork · Ireland 1 work here](https://md.research.elamur.ai/free/en/universities/university-college-cork/)

works and citations from OpenAlex and our library.

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