AIMC Topic: Decision Making

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Picture Fuzzy Einstein Hybrid-Weighted Aggregation Operator and Its Application to Multicriteria Group Decision Making.

Computational intelligence and neuroscience May 14, 2022
As an extension of intuitionistic fuzzy sets (IFSs), picture fuzzy sets (PFSs) can better model and represent the hesitancy and uncertainty of decision makers' preference information. In this study, we propose a multicriteria group decision making (M...
Fuzzy Logic Decision Making Uncertainty
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The research for PLTS normalization method based on minimum entropy change and its application in MAGDM problem.

PloS one May 6, 2022
In the problem of multiple attributes group decision making (MAGDM), the probabilistic linguistic term sets (PLTSs) is an useful tool which can be more flexible and accurate to express the evaluation information of decision makers (DMs). However, due...
Fuzzy Logic Decision Making Entropy Linguistics Uncertainty
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Double hierarchy hesitant fuzzy linguistic information based framework for personalized ranking of sustainable suppliers.

Environmental science and pollution research international Apr 29, 2022
With the growing appetite for reducing carbon footprint, organizations are tirelessly working towards green practices and one such crucial practice is purchasing raw materials from sustainable suppliers (SSs). Inspired by the drift in purchase habits...
Algorithms Fuzzy Logic Decision Making Linguistics
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Green Recycling Supplier Selection of Shared Bicycles: Interval-Valued Pythagorean Fuzzy Hybrid Weighted Methods Based on Self-Confidence Level.

International journal of environmental research and public health Apr 20, 2022
In the face of practical problems such as the increasing demand for shared bicycles and the number of faulty vehicles which are hard to handle and repair in time, shared bicycles operators tend to outsource recycling services to suppliers. To solve t...
Fuzzy Logic Decision Making Bicycling
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Machine learning-driven critical care decision making.

Journal of the Royal Society of Medicine Apr 7, 2022
Humans Machine Learning Decision Making Critical Care
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Machine learning strategy identification: A paradigm to uncover decision strategies with high fidelity.

Behavior research methods Apr 4, 2022
We propose a novel approach, which we call machine learning strategy identification (MLSI), to uncovering hidden decision strategies. In this approach, we first train machine learning models on choice and process data of one set of participants who a...
Humans Machine Learning Decision Making
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Fermatean fuzzy ELECTRE multi-criteria group decision-making and most suitable biomedical material selection.

Artificial intelligence in medicine Mar 18, 2022
ELECTRE is a family of multi-criteria decision analysis techniques, which has the ability to provide as much as possible precise and suitable set of actions or alternatives to the underlying problem by eliminating the alternatives, which are outranke...
Humans Fuzzy Logic Decision Making Biocompatible Materials
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Using deep learning to predict human decisions and using cognitive models to explain deep learning models.

Scientific reports Mar 18, 2022
Deep neural networks (DNNs) models have the potential to provide new insights in the study of cognitive processes, such as human decision making, due to their high capacity and data-driven design. While these models may be able to go beyond theory-dr...
Humans Neural Networks, Computer Deep Learning Cognition Decision Making Reward
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Leveraging artificial intelligence to improve people's planning strategies.

Proceedings of the National Academy of Sciences of the United States of America Mar 16, 2022
SignificanceMany bad decisions and their devastating consequences could be avoided if people used optimal decision strategies. Here, we introduce a principled computational approach to improving human decision making. The basic idea is to give people...
Humans Artificial Intelligence Decision Making
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Contingency response decision of network public opinion emergencies based on intuitionistic fuzzy entropy and preference information of decision makers.

Scientific reports Feb 28, 2022
A multi-attribute group decision-making (MAGDM) method based on intuitionistic fuzzy preference information is proposed for the multi-attribute intuitionistic fuzzy group decision-making problem where the decision-makers weight and attribute weight a...
Humans Emergencies Fuzzy Logic Decision Making Public Opinion Entropy Confusion
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