Ai in finance: challenges, techniques, and opportunities

L Cao - ACM Computing Surveys (CSUR), 2022 - dl.acm.org
AI in finance refers to the applications of AI techniques in financial businesses. This area has
attracted attention for decades, with both classic and modern AI techniques applied to …

Data science and AI in FinTech: An overview

L Cao, Q Yang, PS Yu - International Journal of Data Science and …, 2021 - Springer
Financial technology (FinTech) has been playing an increasingly critical role in driving
modern economies, society, technology, and many other areas. Smart FinTech is the new …

Everything you need to know about agent-based modelling and simulation

CM Macal - Journal of Simulation, 2016 - Taylor & Francis
This paper addresses the background and current state of the field of agent-based
modelling and simulation (ABMS). It revisits the issue of ABMS represents as a new …

[图书][B] AZ of digital research methods

C Dawson - 2019 - taylorfrancis.com
This accessible, alphabetical guide provides concise insights into a variety of digital
research methods, incorporating introductory knowledge with practical application and …

AI in finance: A review

L Cao - Available at SSRN 3647625, 2020 - papers.ssrn.com
The recent booming of AI in FinTech evidences the significant developments and potential of
AI for making smart FinTech, economy, finance and society. AI-empowered smart FinTech …

Large language models empowered agent-based modeling and simulation: A survey and perspectives

C Gao, X Lan, N Li, Y Yuan, J Ding, Z Zhou… - arXiv preprint arXiv …, 2023 - arxiv.org
Agent-based modeling and simulation has evolved as a powerful tool for modeling complex
systems, offering insights into emergent behaviors and interactions among diverse agents …

[图书][B] Nonlinear dynamics: a concise introduction interlaced with code

G Datseris, U Parlitz - 2022 - books.google.com
This concise and up-to-date textbook provides an accessible introduction to the core
concepts of nonlinear dynamics as well as its existing and potential applications. The book …

From Data to Insights: A Bibliometric Assessment of Agent-Based Modeling Applications in Transportation

A Domenteanu, C Delcea, N Chiriță, C Ioanăș - Applied Sciences, 2023 - mdpi.com
This paper presents a bibliometric analysis within the research domain dedicated to the
utilization of agent-based modeling (ABM) in the field of transportation. By employing …

Towards representing human behavior and decision making in Earth system models–an overview of techniques and approaches

F Müller-Hansen, M Schlüter, M Mäs… - Earth System …, 2017 - esd.copernicus.org
Today, humans have a critical impact on the Earth system and vice versa, which can
generate complex feedback processes between social and ecological dynamics. Integrating …

Minding morality: ethical artificial societies for public policy modeling

SY Diallo, FLR Shults, WJ Wildman - AI & society, 2021 - Springer
Public policies are designed to have an impact on particular societies, yet policy-oriented
computer models and simulations often focus more on articulating the policies to be applied …