Multiple-criteria decision analysis

Decision EXpert

DEX (Decision EXpert) is a qualitative multi-criteria decision analysis (MCDA) method for decision making and is implemented in DEXi software. This method was developed by a research team led by Bohanec, Bratko, and Rajkovič. The method supports decision makers in making complex decisions based on multiple, possibly conflicting, attributes. In DEX, all attributes are qualitative and can take values represented by words, such as “low” or “excellent”. Attributes are generally organized in a hierarchy. The evaluation of decision alternatives is carried out by utility functions, which are represented in the form of decision rules. All attributes (function arguments and outcomes) are assumed to be discrete. Additionally, they can be preferentially ordered, so that a higher ordinal value represents a better preference. (Wikipedia).

Decision EXpert
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(ML 11.4) Choosing a decision rule - Bayesian and frequentist

Choosing a decision rule, from Bayesian and frequentist perspectives. To make the problem well-defined from the frequentist perspective, some additional guiding principle is introduced such as unbiasedness, minimax, or invariance.

From playlist Machine Learning

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01 Decision analysis as a science

Introduction to decision making under uncertainty

From playlist QUSS GS 260

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Decision making model based on expert evaluations - Cristina Zuheros Montes

About the conference: The 1st International ‘Turing’ conference on decision support and recommender systems will bring together junior and experienced researchers, industry professionals and domain experts to discuss latest trends and ongoing challenges in: - Human and AI-driven complex

From playlist 1st International conference on decision support and recommender systems

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Decision-Making Strategies

In this video, you’ll learn strategies for making decisions large and small. Visit https://edu.gcfglobal.org/en/problem-solving-and-decision-making/ for our text-based tutorial. We hope you enjoy!

From playlist Making Decisions

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Making Decisions

If you are interested in learning more about this topic, please visit http://www.gcflearnfree.org/ to view the entire tutorial on our website. It includes instructional text, informational graphics, examples, and even interactives for you to practice and apply what you've learned.

From playlist Making Decisions

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Critical Thinking

If you are interested in learning more about this topic, please visit http://www.gcflearnfree.org/ to view the entire tutorial on our website. It includes instructional text, informational graphics, examples, and even interactives for you to practice and apply what you've learned.

From playlist Critical Thinking

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Critical Thinking: Navigating Today's Health Crazes

In this video, you’ll learn how critical thinking can help you evaluate health fads. Visit https://edu.gcfglobal.org/en/problem-solving-and-decision-making/ to learn even more. We hope you enjoy!

From playlist Critical Thinking

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How Decision Trees Work

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From playlist Data Science

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IMT4889 - Liquid Democracy and Decision making

IMT4889 - Decentralised Technologies Liquid democracy and decision making

From playlist 2021 - IMT4889 - Decentralisation

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4.2.13 An Introduction to Trees - Video 7: The Model v. The Experts

MIT 15.071 The Analytics Edge, Spring 2017 View the complete course: https://ocw.mit.edu/15-071S17 Instructor: Allison O'Hair CART model predictions compared to expert predictions of Supreme Court case outcomes. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/t

From playlist MIT 15.071 The Analytics Edge, Spring 2017

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The Computer Chronicles - Decision Support Software (1988)

Special thanks to archive.org for hosting these episodes. Downloads of all these episodes and more can be found at: http://archive.org/details/computerchronicles

From playlist Computer Chronicles Episodes on Software

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Martine Barons - Safeguarding National Digital Memory: Bayesian Network modelling

Dr Martine Barons (University of Warwick) presents "Safeguarding National Digital Memory: Bayesian Network modelling of digital preservation risks", 15 November 2022.

From playlist Statistics Across Campuses

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From playlist Best Videos | Big Think

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QRM L1-3: Common fallacies in risk assessment

Welcome to Quantitative Risk Management (QRM). We close the first lesson by addressing some important fallacies, very common (unfortunately) in risk assessment. It is important not to fall into these fallacies, to avoid taking decisions that are, if we are lucky, useless, but that, more p

From playlist Quantitative Risk Management

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BUSINESS and AI: Human-centered AI for Business Processes

AI for Business people. Insights from a business implementation: Usability of AI is paramount. A 10 part mini-series on general recommendations for companies planning to incorporate Artificial Intelligence in their business processes. Tips and empirical knowledge to know before entering a

From playlist AI BUSINESS Risks

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Better Decisions with Machine Learning - Peter Flach

About the conference: The 1st International ‘Turing’ conference on decision support and recommender systems will bring together junior and experienced researchers, industry professionals and domain experts to discuss latest trends and ongoing challenges in: - Human and AI-driven complex

From playlist 1st International conference on decision support and recommender systems

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Directed acyclic graph | Analytic hierarchy process | Multiple-criteria decision analysis