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决策支持:DEXi工具箱及其应用

Decision Support: The DEXi Toolbox and its Applications
课程网址: http://videolectures.net/AIindustrySeminar2019_bohanec_decision_s...  
主讲教师: Marko Bohanec
开课单位: Jožef Stefan研究所智能系统系
开课时间: 2020-03-18
课程语种: 英语
中文简介:
决策支持是一门与人类决策相关的学科:它旨在提供方法和工具,支持而不是取代人们做出艰难决策。广泛使用的决策支持方法之一依赖于决策模型,该模型在决策过程中开发并用于评估和分析决策备选方案。在本讲座中,我们将介绍方法DEX(Decision EXpert),它受到了人工智能思想的严重影响。DEX是一种分层、定性、基于规则的多标准建模方法,特别适用于解决分类决策问题。DEX将传统方法与专家系统和机器学习相结合。DEX由名为DEXi的软件支持,已用于数百项真实世界决策研究。该演示将通过最近在电能生产、食品安全和医疗保健领域的应用来说明。
课程简介: Decision Support is a discipline concerned with human decision making: it aims to provide methods and tools that support, rather than replace, people in making difficult decisions. One of the widely used decision-support approaches relies on decision models, which are developed in the decision process and used to evaluate and analyse decision alternatives. In this lecture, we shall present the method DEX (Decision EXpert), which was heavily influenced by ideas from Artificial Intelligence. DEX is a hierarchical, qualitative, rule-based, multi-criteria modelling method, suitable particularly for solving classification decision problems. DEX combines traditional approaches with those from expert systems and machine learning. DEX is supported by the software called DEXi and has been used in hundreds of real-world decision-making studies. The presentation will be illustrated by recent applications in the areas of electric energy production, food safety and health care.
关 键 词: 决策支持; 机器学习; DEXi工具箱及其应用; 真实世界决策研究; 医疗保健领域
课程来源: 视频讲座网
数据采集: 2022-08-29:cyh
最后编审: 2022-11-10:cyh
阅读次数: 32