Philippe J. Giabbanelli - Publications, H-index & Citations

Philippe J. Giabbanelli

brigham young university

25H指数

233论文数

2.9K被引数

收录论文 37

发表时间

Distilling the Complexity of Agent-Based Simulations Into Textual Explanations via Large Language Models 通过大型语言模型将基于代理的模拟的复杂性蒸馏为文本解释

Big Data and Cognitive Computing

IF4.4

2026-04-15

OAAI

Noé Y. Flandre; Philippe J. Giabbanelli

An artificial intelligence approach to support adolescent suicide prevention initiatives in the United States 一种人工智能方法，以支持美国青少年自杀预防倡议

Artificial Intelligence in Medicine

IF6.2

2026-03-14

PREAI

Luke Liang; Ryan Schuerkamp; Ketra L. Rice; M. Melissa Brown; Nisha Nataraj; Jennifer Mendoza-Alonzo; Curtis Florence; Andrew Page; Christopher R. Harper; Benjamin Maldonado; Brendan Moran; Philippe J. Giabbanelli

Connecting modeling requirements and the choice of activation functions in fuzzy cognitive map simulations 连接模糊认知图模拟中的建模要求与激活函数的选择

Neural Computing and Applications

IF4.5

2026-02-26

PREAI

Peter Revay; Philippe Giabbanelli; Steven Gray

Rethinking Learning: The Role of Unlearning in Generative AI-Based Conceptual Modeling 重新思考学习：在基于生成式AI的概念建模中，遗忘的作用

CONCEPTUAL MODELING, ER 2025

IF0

2026-01-01

PREAI

Sakib, Shahnewaz Karim; Liddle, Stephen W.; Lynch, Christopher J.; Agrawal, Ameeta; Giabbanelli, Philippe J.

Are We Ready for Synchronous Conceptual Modeling in Augmented Reality? A Usability Study on Causal Maps with HoloLens 2

INFORMATION

IF2.9

2025-11-03

OAAI

Shrestha, Anish; Giabbanelli, Philippe J.

Faithful Narratives from Complex Conceptual Models: Should Modelers or Large Language Models Simplify Causal Maps?来自复杂概念模型的忠实叙述：模型构建者还是大型语言模型应简化因果图？

Machine Learning and Knowledge Extraction 2025, Vol. 7, Page 116

IF6

2025-10-07

OAAI

Tyler J. Gandee; Philippe J. Giabbanelli

Promoting empathy in decision-making by turning agent-based models into stories using large-language models Giabbanelli, P.J.; Daumas, C.; Flandre, N.Y.; Pitkar, A.; Vazquez-Estrada, J. 通过使用大型语言模型将基于代理的模型转化为故事，促进决策制定中的同理心。J. Simul. 2025, 1–21. [Google Scholar] [CrossRef]

JOURNAL OF SIMULATION

IF1.7

2025-09-01

PREAI

Giabbanelli, Philippe J.; Daumas, Cedric; Flandre, Noe Y.; Pitkar, Ashutosh; Vazquez-Estrada, Jessica

Exploring bias due to below-limit-of-detection values in influenza vaccine antibody modeling: A case study and instructional guide for the CIVIC study 探索流感疫苗抗体模型中低于检测限值的偏差：CIVIC研究的一个案例研究和教学指南

VACCINE

IF3.5

2025-03-01

PREAI

Ge, Yang; Handel, Andreas; Giabbanelli, Philippe J.; Lemacks, Jennifer; Greer, Tammy; Raynee, Pooja; Bahl, Justin; Skarlupka, Amanda L.; Dobbin, Kevin K.; Ross, Ted M.; Shen, Ye

Automatically resolving conflicts between expert systems: An experimental approach using large language models and fuzzy cognitive maps from participatory modeling studies 自动解决专家系统之间的冲突：一种基于参与式建模研究的实验方法，使用大型语言模型和模糊认知图

KNOWLEDGE-BASED SYSTEMS

IF7.6

2025-03-01

PREAI

Schuerkamp, Ryan; Ahlstrom, Hannah; Giabbanelli, Philippe J.

Benchmarking and Assessing Transformations Between Text and Causal Maps via Large Language Models 通过大型语言模型对文本与因果图之间的转换进行基准测试与评估

APPLIED ONTOLOGY

IF3.5

2025-01-31

PREAI

Giabbanelli, Philippe J.; Gandee, Tyler J.; Agrawal, Ameeta; Hosseinichimeh, Niyousha