| 期刊全称 | Artificial Intelligence, Learning and Computation in Economics and Finance | | 影响因子2023 | Ragupathy Venkatachalam | | 视频video | | | 发行地址 | Includes studies focusing on modern learning/AI approaches.Gathers contributions broadly related to inference in the context of machine learning tools.Highlights the role of cognition and learning in | | 学科分类 | Understanding Complex Systems | | 图书封面 |  | | 影响因子 | .This book presents frontier research on the use of computational methods to model complex interactions in economics and finance. Artificial Intelligence, Machine Learning and simulations offer effective means of analyzing and learning from large as well as new types of data. These computational tools have permeated various subfields of economics, finance, and also across different schools of economic thought. Through 16 chapters written by pioneers in economics, finance, computer science, psychology, complexity and statistics/econometrics, the book introduces their original research and presents the findings they have yielded..Theoretical and empirical studies featured in this book draw on a variety of approaches such as agent-based modeling, numerical simulations, computable economics, as well as employing tools from artificial intelligence and machine learning algorithms. The use of computational approaches to perform counterfactual thought experiments are also introduced, which help transcend the limits posed by traditional mathematical and statistical tools..The book also includes discussions on methodology, epistemology, history and issues concerning prediction, validation, a | | Pindex | Book 2023 |
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书目名称Artificial Intelligence, Learning and Computation in Economics and Finance影响因子(影响力)
书目名称Artificial Intelligence, Learning and Computation in Economics and Finance影响因子(影响力)学科排名
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书目名称Artificial Intelligence, Learning and Computation in Economics and Finance网络公开度学科排名
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发表于 2025-3-21 16:20:02
