Machine Learning and Artificial Intelligence for Agricultural Economics(International Series in Operations Research )

农业经济学的机器学习与人工智能:预测数据分析服务全球小规模农民

数量经济学

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作      者
出  版 社
出版时间
2022年10月05日
装      帧
平装
ISBN
9783030774875
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页      码
599
语      种
英文
版      次
2021
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图书简介
This book discusses machine learning and artificial intelligence (AI) for agricultural economics. It is written with a view towards bringing the benefits of advanced analytics and prognostics capabilities to small scale farmers worldwide. This volume provides data science and software engineering teams with the skills and tools to fully utilize economic models to develop the software capabilities necessary for creating lifesaving applications.The book introduces essential agricultural economic concepts from the perspective of full-scale software development with the emphasis on creating niche blue ocean products. Chapters detail several agricultural economic and AI reference architectures with a focus on data integration, algorithm development, regression, prognostics model development and mathematical optimization.Upgrading traditional AI software development paradigms to function in dynamic agricultural and economic markets, this volume will be of great use to researchers and students in agricultural economics, data science, engineering, and machine learning as well as engineers and industry professionals in the public and private sectors.
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