📰 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.

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 ↗Md Atik Ahamed, Qiang Cheng126 citations
2. Legal Knowledge and Information Systems ↗119 citations
3. Convolutional Bypasses Are Better Vision Transformer Adapters ↗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 ↗Lars Krupp, Steffen Steinert, Maximilian Kiefer-Emmanouilidis et al.75 citations
5. A Conceptual Framework for Solving Ethical Issues in Generative Artificial Intelligence ↗Пламена Златева, Liudmila Steshina, Igor Petukhov et al.39 citations
6. Computational Models of Argument ↗Baroni, Pietro, Gordon, Thomas F., Scheffler, Tatjana et al.37 citations
7. Formal Ontology in Information Systems ↗30 citations
8. LLM-Augmented Agent-Based Modelling for Social Simulations: Challenges and Opportunities ↗Önder Gürcan29 citations
9. SFDFusion: An Efficient Spatial-Frequency Domain Fusion Network for Infrared and Visible Image Fusion ↗Kun Hu, Qingle Zhang, Maoxun Yuan et al.27 citations
10. Human-AI Collaboration in Smart Manufacturing: Key Concepts and Framework for Design ↗Maria Hartikainen, Guna Spurava, Kaisa Väänänen25 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 ↗Md Atik Ahamed, Qiang Cheng126 citations
2. Legal Knowledge and Information Systems ↗119 citations
3. Convolutional Bypasses Are Better Vision Transformer Adapters ↗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 ↗Lars Krupp, Steffen Steinert, Maximilian Kiefer-Emmanouilidis et al.75 citations
5. A Conceptual Framework for Solving Ethical Issues in Generative Artificial Intelligence ↗Пламена Златева, Liudmila Steshina, Igor Petukhov et al.39 citations
6. Computational Models of Argument ↗Baroni, Pietro, Gordon, Thomas F., Scheffler, Tatjana et al.37 citations
7. Formal Ontology in Information Systems ↗30 citations
8. LLM-Augmented Agent-Based Modelling for Social Simulations: Challenges and Opportunities ↗Önder Gürcan29 citations
9. SFDFusion: An Efficient Spatial-Frequency Domain Fusion Network for Infrared and Visible Image Fusion ↗Kun Hu, Qingle Zhang, Maoxun Yuan et al.27 citations
10. Human-AI Collaboration in Smart Manufacturing: Key Concepts and Framework for Design ↗Maria Hartikainen, Guna Spurava, Kaisa Väänänen25 citations
11. CoTran: An LLM-Based Code Translator Using Reinforcement Learning with Feedback from Compiler and Symbolic Execution ↗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 ↗Yunxiao Shi, Xing Zi, Zijing Shi et al.19 citations
13. Artificial Intelligence Research and Development ↗18 citations
14. Enhancing Transformer Training Efficiency with Dynamic Dropout ↗Hanrui Yan, Dan Shao18 citations
15. The Common Core Ontologies ↗Mark Jensen, Giacomo De Colle, Sean Kindya et al.18 citations
16. Electronics, Communications and Networks ↗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 ↗Chengcai Lv, Wen Ou, Jun Liu et al.17 citations
18. VANER: Leveraging Large Language Model for Versatile and Adaptive Biomedical Named Entity Recognition ↗Junyi Bian, Weiqi Zhai, Xiaodi Huang et al.17 citations
19. EdgeNAT: Transformer for Efficient Edge Detection ↗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 ↗Andy Nguyen, Faith Ilesanmi, Belle Dang et al.15 citations
21. Extending Context Window of Attention Based Knowledge Tracing Models via Length Extrapolation ↗Xueyi Li, Youheng Bai, Teng Guo et al.14 citations
22. Learning Order Forest for Qualitative-Attribute Data Clustering ↗Mingjie Zhao, Sen Feng, Yiqun Zhang et al.14 citations
23. FlowLearn: Evaluating Large Vision-Language Models on Flowchart Understanding ↗Huitong Pan, Qi Zhang, Cornelia Caragea et al.13 citations
24. Nissist: An Incident Mitigation Copilot based on Troubleshooting Guides ↗Kaikai An, Fangkai Yang, Junting Lu et al.13 citations
25. u-LLaVA: Unifying Multi-Modal Tasks via Large Language Model ↗Jinjin Xu, Liwu Xu, Yuzhe Yang et al.13 citations

See all 1,756 papers in 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 ModelFrontiers in artificial intelligence and applicationsKhanh-Tung Tran, Barry O'Sullivan, Hoang D. Nguyen2024 · 14 citations

🧭 Top topics

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

🧠Language models & pretraining (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.

🎓University College CorkCork · Ireland1 work here

works and citations from OpenAlex and our library.

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