---
title: "Frontiers in artificial intelligence and applications 2024 — all"
description: "All 1,756 papers of Frontiers in artificial intelligence and applications 2024 · page 1 of 18, the most cited first; those with our summary link to it."
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# Frontiers in artificial intelligence and applications 2024: all accepted papers

1,756 papers · page 1 of 18 · the most cited first · [← Frontiers in artificial intelligence and applications 2024](https://md.research.elamur.ai/free/en/venues/frontiers-in-artificial-intelligence-and-applications/2024/)

**1** [2](https://md.research.elamur.ai/free/en/venues/frontiers-in-artificial-intelligence-and-applications/2024/papers/page/2/) … [10](https://md.research.elamur.ai/free/en/venues/frontiers-in-artificial-intelligence-and-applications/2024/papers/page/10/) … [18](https://md.research.elamur.ai/free/en/venues/frontiers-in-artificial-intelligence-and-applications/2024/papers/page/18/) [next →](https://md.research.elamur.ai/free/en/venues/frontiers-in-artificial-intelligence-and-applications/2024/papers/page/2/)

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*
26. **[FsPONER: Few-Shot Prompt Optimization for Named Entity Recognition in Domain-Specific Scenarios ↗](https://doi.org/10.3233/faia240936)**Yongjian Tang, Rakebul Hasan, Thomas A. Runkler*12 citations*
27. **[HHAI 2024: Hybrid Human AI Systems for the Social Good ↗](http://dx.doi.org/10.3233/faia386)**Benedetta Muscato, Praveen Bushipaka, Gizem Gezi̇ci et al.*12 citations*
28. **[Quater-GCN: Enhancing 3D Human Pose Estimation with Orientation and Semi-Supervised Training ↗](https://doi.org/10.3233/faia240479)**Xingyu Song, Zhan Li, Shi Chen et al.*12 citations*
29. **[Artwork Protection Against Neural Style Transfer Using Locally Adaptive Adversarial Color Attack ↗](https://doi.org/10.3233/faia240643)**Zhongliang Guo, Junhao Dong, Yifei Qian et al.*11 citations*
30. **[Causal Diffusion Autoencoders: Toward Counterfactual Generation via Diffusion Probabilistic Models ↗](https://doi.org/10.3233/faia240780)**Aneesh Komanduri, Chen Zhao, Feng Chen et al.*11 citations*
31. **[Interpretable Graph Neural Networks for Tabular Data ↗](https://doi.org/10.3233/faia240697)**Amr Alkhatib, Sofiane Ennadir, Henrik Boström et al.*11 citations*
32. **[Comateformer: Combined Attention Transformer for Semantic Sentence Matching ↗](https://doi.org/10.3233/faia240926)**Bo Li, Di Liang, Zixin Zhang*10 citations*
33. **[Explainable Artificial Intelligence (XAI) for Air Quality Assessment ↗](http://dx.doi.org/10.3233/faia231451)**Sayan Chakraborty, Bitan Misra, Nilanjan Dey*10 citations*
34. **[Modern Design Thinking and AIGC Intervention ↗](https://doi.org/10.3233/faia231500)**Yu Wang, Zhenzhen Wang, Ruirui Mu*10 citations*
35. **[New Trends in Intelligent Software Methodologies, Tools and Techniques ↗](http://dx.doi.org/10.3233/faia389)***10 citations*
36. **[On the Cultural Gap in Text-to-Image Generation ↗](https://doi.org/10.3233/faia240581)**Bingshuai Liu, Longyue Wang, Chenyang Lyu et al.*10 citations*
37. **[Predictive Maintenance in the Food Industry: A Case Study Using Vibration Sensors and Machine Learning Techniques ↗](http://dx.doi.org/10.3233/faia240407)**Francisco Fernández-Peláez, Maddi Etxegarai, Vanessa Moreno et al.*10 citations*
38. **[The Influence of Interdependence on Trust Calibration in Human-Machine Teams ↗](https://doi.org/10.3233/faia240203)**Ruben Verhagen, Alexandra Marcu, Mark A. Neerincx et al.*10 citations*
39. **[Trust in AI Chatbots: The Perceived Expertise of ChatGPT in Subjective and Objective Tasks ↗](https://doi.org/10.3233/faia240200)**Maike Ramrath, Alisa Scharmann, Annika Ridder et al.*10 citations*
40. **[Vision Transformers and CNN-Based Knowledge-Distillation for Histopathological Image Classification ↗](https://doi.org/10.3233/faia241423)**Seddik Boudissa, Shyam Sundar Debsarkar, Hiroharu Kawanaka et al.*10 citations*
41. **[“I’d Like to Have an Argument, Please”: Argumentative Reasoning in Large Language Models ↗](https://doi.org/10.3233/faia240311)**Adrian de Wynter, Tangming Yuan*10 citations*
42. **[A Federated Large Language Model for Long-Term Time Series Forecasting ↗](https://doi.org/10.3233/faia240772)**Raed Abdel-Sater, A. Ben Hamza*9 citations*
43. **[AI-Powered Immersive Assistance for Interactive Task Execution in Industrial Environments ↗](https://doi.org/10.3233/faia241037)**Tomislav Đuričić, Peter Müllner, Nicole Weidinger et al.*9 citations*
44. **[An Overview of Deepfake Methods in Medical Image Processing for Health Care Applications ↗](https://doi.org/10.3233/faia231448)**Dhanya Lakshmi, D. Jude Hemanth*9 citations*
45. **[Cyberbullying Detection Using Bag-of-Words, TF-IDF, Parallel CNNs and BiLSTM Neural Networks ↗](https://doi.org/10.3233/faia240357)**Jaouhar Fattahi, Feriel Sghaier, Mohamed Mejri et al.*9 citations*
46. **[Evaluating Generative AI Incidents: An Exploratory Vignette Study on the Role of Trust, Attitude and AI Literacy ↗](https://doi.org/10.3233/faia240194)**Esther S. Kox, Beatrice Beretta*9 citations*
47. **[FMViT: A Multiple-Frequency Mixing Vision Transformer ↗](https://doi.org/10.3233/faia240476)**Wei Tan, Yifeng Geng, Xuansong Xie*9 citations*
48. **[Learning Joint Models of Prediction and Optimization ↗](https://doi.org/10.3233/faia240775)**James Kotary, Vincenzo Di Vito, Jacob K. Christopher et al.*9 citations*
49. **[Leveraging Foundation Models for Zero-Shot IoT Sensing ↗](https://doi.org/10.3233/faia240942)**Dinghao Xue, Xiaoran Fan, Тао Чен et al.*9 citations*
50. **[Towards a Definition of a Responsible Artificial Intelligence ↗](https://doi.org/10.3233/faia231146)**Sabrina Göllner, Marina Tropmann-Frick, Boštjan Brumen*9 citations*
51. **[Virtual Reality Technology in Art Education System ↗](https://doi.org/10.3233/faia231425)**Ruoyuan Liao*9 citations*
52. **[Diversifying the Mixture-of-Experts Representation for Language Models with Orthogonal Optimizer ↗](https://doi.org/10.3233/faia240836)**Boan Liu, Liang Ding, Li Shen et al.*8 citations*
53. **[Individual Fairness with Group Constraints in Graph Neural Networks ↗](https://doi.org/10.3233/faia240679)**Zichong Wang, David Ulloa, Tongjia Yu et al.*8 citations*
54. **[Is Contrasting All You Need? Contrastive Learning for the Detection and Attribution of AI-generated Text ↗](https://doi.org/10.3233/faia240862)**Lucio La Cava, Davide Costa, Andrea Tagarelli*8 citations*
55. **[Measuring User Understanding in Dialogue-Based xAI Systems ↗](https://doi.org/10.3233/faia240608)**Dimitry Mindlin, Amelie Sophie Robrecht, Michael Morasch et al.*8 citations*
56. **[Real-Time Indoor Object Detection Based on Hybrid CNN-Transformer Approach ↗](https://doi.org/10.3233/faia240521)**Salah-eddine Laidoudi, Madjid Maïdi, Samir Otmane*8 citations*
57. **[Towards the New XAI: A Hypothesis-Driven Approach to Decision Support Using Evidence ↗](https://doi.org/10.3233/faia240571)**Thao Le, Tim Miller, Liz Sonenberg et al.*8 citations*
58. **[A Data-Driven Defense Against Edge-Case Model Poisoning Attacks on Federated Learning ↗](https://doi.org/10.3233/faia240736)**Kiran Purohit, Soumi Das, Sourangshu Bhattacharya et al.*7 citations*
59. **[Aligning XAI with EU Regulations for Smart Biomedical Devices: A Methodology for Compliance Analysis ↗](https://doi.org/10.3233/faia240568)**Francesco Sovrano, Michaël Lognoul, Giulia Vilone*7 citations*
60. **[Dynamic Knowledge Graph-Based Dialogue Generation with Improved Adversarial Meta-Learning ↗](https://doi.org/10.3233/faia240132)**Hongcai Xu, Junpeng Bao*7 citations*
61. **[First Creating Backgrounds Then Rendering Texts: A New Paradigm for Visual Text Blending ↗](https://doi.org/10.3233/faia240507)**Z.C. Li, Shu Yan, Weichao Zeng et al.*7 citations*
62. **[Large Language Model Agentic Approach to Fact Checking and Fake News Detection ↗](https://doi.org/10.3233/faia240787)**Xinyi Li, Yongfeng Zhang, Edward Carl Malthouse*7 citations*
63. **[Legal Chunking: Evaluating Methods for Effective Legal Text Retrieval ↗](https://doi.org/10.3233/faia241255)**Andrea Filippo Ferraris, Davide Audrito, Giovanni Siragusa et al.*7 citations*
64. **[MVSBoost: An Efficient Point Cloud-Based 3D Reconstruction ↗](https://doi.org/10.3233/faia240440)**Umair Haroon, Ahmad AlMughrabi, Ricardo Marques et al.*7 citations*
65. **[Recovering Implicit Physics Model Under Real-World Constraints ↗](https://doi.org/10.3233/faia240556)**Ayan Banerjee, Sandeep K. S. Gupta*7 citations*
66. **[Resistance Against Manipulative AI: Key Factors and Possible Actions ↗](https://doi.org/10.3233/faia240565)**Piotr Wilczyński, Wiktoria Mieleszczenko-Kowszewicz, Przemysław Biecek*7 citations*
67. **[Sustainable Material Innovation Design for Building Construction: Exploring Bio-Based Alternatives ↗](https://doi.org/10.3233/faia231427)**Benyu Yang, Qun Wang, Siu Shing Man*7 citations*
68. **[Translating Natural Language Arguments to Computational Arguments Using LLMs ↗](https://doi.org/10.3233/faia240329)**Guilherme Trajano, Débora Cristina Engelmann, Rafel H. Bordini et al.*7 citations*
69. **[Using LLMs to Discover Legal Factors ↗](https://doi.org/10.3233/faia241234)**Morgan Gray, Jaromír Šavelka, Wesley M. Oliver et al.*7 citations*
70. **[CBM: Curriculum by Masking ↗](https://doi.org/10.3233/faia240503)**Andrei Jarcă, Florinel-Alin Croitoru, Radu Tudor Ionescu*6 citations*
71. **[Generalizing Visual Question Answering from Synthetic to Human-Written Questions via a Chain of QA with a Large Language Model ↗](https://doi.org/10.3233/faia240501)**Taehee Kim, Yeongjae Cho, Heejun Shin et al.*6 citations*
72. **[Group Fairness with Individual and Censorship Constraints ↗](https://doi.org/10.3233/faia240578)**Zichong Wang, Wenbin Zhang*6 citations*
73. **[Hyperparameter Importance Analysis for Multi-Objective AutoML ↗](https://doi.org/10.3233/faia240602)**Daphne Theodorakopoulos, Frederic Theodor Stahl, Marius Lindauer*6 citations*
74. **[In Search of Clarity: Discerning Between Human Replacement and Augmentation ↗](https://doi.org/10.3233/faia240180)**Costanza Alfieri, Martina De Sanctis, Donatella Donati et al.*6 citations*
75. **[Investigating Labeler Bias in Face Annotation for Machine Learning ↗](https://doi.org/10.3233/faia240191)**Luke Haliburton, Sinksar Ghebremedhin, Robin Welsch et al.*6 citations*
76. **[License Plate Images Generation with Diffusion Models ↗](https://doi.org/10.3233/faia241053)**Mariia Shpir, Nadiya Shvai, Amir Nakib*6 citations*
77. **[LoginMEA: Local-to-Global Interaction Network for Multi-Modal Entity Alignment ↗](https://doi.org/10.3233/faia240612)**Taoyu Su, Xinghua Zhang, Jiawei Sheng et al.*6 citations*
78. **[MultiCounter: Multiple Action Agnostic Repetition Counting in Untrimmed Videos ↗](https://doi.org/10.3233/faia240494)**Yin Tang, Wei Luo, Jinrui Zhang et al.*6 citations*
79. **[Operational Criteria of Hybrid Intelligence for Generative AI Virtual Assistants ↗](https://doi.org/10.3233/faia240229)**Jacob Friis Sherson, Janet Frances Rafner, Safinaz Büyükgüzel*6 citations*
80. **[PUFFLE: Balancing Privacy, Utility, and Fairness in Federated Learning ↗](https://doi.org/10.3233/faia240671)**Luca Corbucci, Mikko Heikkilä, David Solans Noguero et al.*6 citations*
81. **[ReactAIvate: A Deep Learning Approach to Predicting Reaction Mechanisms and Unmasking Reactivity Hotspots ↗](https://doi.org/10.3233/faia240796)**Ajnabiul Hoque, Manajit Das, Mayank Baranwal et al.*6 citations*
82. **[TopFormer: Topology-Aware Authorship Attribution of Deepfake Texts with Diverse Writing Styles ↗](https://doi.org/10.3233/faia240647)**Adaku Uchendu, Thai Le, Dongwon Lee*6 citations*
83. **[Unveiling the Power of Sparse Neural Networks for Feature Selection ↗](https://doi.org/10.3233/faia240799)**Zahra Atashgahi, Tennison Liu, Mykola Pechenizkiy et al.*6 citations*
84. **[A First-Order Multi-Gradient Algorithm for Multi-Objective Bi-Level Optimization ↗](https://doi.org/10.3233/faia240793)**Feiyang Ye, Baijiong Lin, Xiaofeng Cao et al.*5 citations*
85. **[Advancements in Industrial Product Surface Defect Detection: From Traditional Methods to Modern Advanced Techniques ↗](http://dx.doi.org/10.3233/faia241217)**Qi Qiao, Azlin Alisa Ahmad, Huiying Hu et al.*5 citations*
86. **[Automated Impact Echo Spectrum Anomaly Detection using U-Net Autoencoder ↗](https://doi.org/10.3233/faia241058)**Artur Liebert, Fabian Dethof, Sylvia Keßler et al.*5 citations*
87. **[Automatic Motor Imagery Classification by CNN-Transformer-LSTM Using Multi-Channel EEG Signals ↗](https://doi.org/10.3233/faia241048)**Duc Thien Pham, Roman Mouček*5 citations*
88. **[CLCE: An Approach to Refining Cross-Entropy and Contrastive Learning for Optimized Learning Fusion ↗](https://doi.org/10.3233/faia240691)**Zijun Long, Lipeng Zhuang, George Killick et al.*5 citations*
89. **[Complex Multi-Ontology Alignment Through Geometric Operations on Language Embeddings ↗](https://doi.org/10.3233/faia240632)**Marta Contreiras Silva, Daniel Faria, Cátia Pesquita*5 citations*
90. **[ConspEmoLLM: Conspiracy Theory Detection Using an Emotion-Based Large Language Model ↗](https://doi.org/10.3233/faia241060)**Zhiwei Liu, Boyang Liu, Paul Thompson et al.*5 citations*
91. **[Design Studies and Intelligence Engineering ↗](http://dx.doi.org/10.3233/faia383)**International Symposium on Design Studies and Intelligence Engineering 2023 Hangzhou, Jain, L. C. 1946-, Balas, Valentina E. 1956- et al.*5 citations*
92. **[Design a Knowledge Chatbot System in Education Based on Ontology Approach ↗](https://doi.org/10.3233/faia240352)**Hung Manh Nguyen, Thao T.N. Le, Hau Thi Minh Nguyen et al.*5 citations*
93. **[Efficient Model-Stealing Attacks Against Inductive Graph Neural Networks ↗](https://doi.org/10.3233/faia240646)**Marcin Podhajski, Jan Michal Dubinski, Franziska Boenisch et al.*5 citations*
94. **[Enhancing Manufacturing Knowledge Access with LLMs and Context-Aware Prompting ↗](https://doi.org/10.3233/faia241062)**Sebastian Monka, Irlán Grangel-González, Stefan Schmid et al.*5 citations*
95. **[Exploring Large Language Models Capabilities to Explain Decision Trees ↗](https://doi.org/10.3233/faia240183)**Paulo Bruno S. Serafim, Pierluigi Crescenzi, Gizem Gezi̇ci et al.*5 citations*
96. **[FedMTL: Privacy-Preserving Federated Multi-Task Learning ↗](https://doi.org/10.3233/faia240715)**Pritam Sen, Cristian Borcea*5 citations*
97. **[FilFL: Client Filtering for Optimized Client Participation in Federated Learning ↗](https://doi.org/10.3233/faia240773)**Fares Fourati, Salma Kharrat, Vaneet Aggarwal et al.*5 citations*
98. **[Fully Hyperbolic Rotation for Knowledge Graph Embedding ↗](https://doi.org/10.3233/faia240668)**Qiuyu Liang, Weihua Wang, Feilong Bao et al.*5 citations*
99. **[GRIF-DM: Generation of Rich Impression Fonts Using Diffusion Models ↗](https://doi.org/10.3233/faia240492)**Lei Kang, Fei Yang, Kai Wang et al.*5 citations*
100. **[InSaAF: Incorporating Safety Through Accuracy and Fairness - Are LLMs Ready for the Indian Legal Domain? ↗](https://doi.org/10.3233/faia241266)**Yogesh Tripathi, Raghav Donakanti, Sahil Girhepuje et al.*5 citations*

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