Using artificial intelligence to fit, compare, evaluate, and discover computational models of decision behavior.
Sign Up to like & getrecommendations! Published in 2024 at "Decision"
DOI: 10.1037/dec0000237
Abstract: Theories of decision making are implemented in models that predict and explain behavior in terms of latent cognitive processes. But where do these models come from, and how are they instantiated in the brain? In… read more here.
Keywords: artificial intelligence; decision; models decision; decision behavior ... See more keywords
Universality of neutral models: decision process in politics
Sign Up to like & getrecommendations! Published in 2019 at "Palgrave Communications"
DOI: 10.1057/s41599-019-0222-0
Abstract: Political elections exemplify complex decision processes in human populations. Data of proportional elections show a striking feature at different spatial scales, across years, and for several democracies: when ranking the parties according to their number… read more here.
Keywords: decision; models decision; neutral models; universality neutral ... See more keywords
Navigating Uncertainty: Challenges in Visualizing Ensemble Data and Surrogate Models for Decision Systems
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Computer Graphics and Applications"
DOI: 10.1109/mcg.2025.3549665
Abstract: Uncertainty visualization plays a critical role in transforming ensemble simulation data into actionable insights by effectively communicating various dimensions of uncertainty within a system. The emergence of artificial intelligence-driven surrogate models trained on multirun ensemble… read more here.
Keywords: visualization; ensemble data; data surrogate; surrogate models ... See more keywords
Revisiting the Relationship Between Data, Models, and Decision-Making.
Sign Up to like & getrecommendations! Published in 2017 at "Ground water"
DOI: 10.1111/gwat.12574
Abstract: We hydrologists can do a better job of supporting water-resources decision-making. I will argue that we can do this by recognizing that decision makers use qualitative, multiple-narrative approaches. So, rather than providing single-model predictions with… read more here.
Keywords: decision; revisiting relationship; data models; models decision ... See more keywords
The role of models as a decision-making support tool rather than a guiding light in managing the COVID-19 pandemic
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Public Health"
DOI: 10.3389/fpubh.2022.1002440
Abstract: Reference scenarios based on mathematical models are used by public health experts to study infectious diseases. To gain insight into modeling assumptions, we analyzed the three major models that served as the basis for policy… read more here.
Keywords: models decision; role models; making support; number ... See more keywords
Prediction Models for Decision-Making on Chagas Disease
Sign Up to like & getrecommendations! Published in 2017 at "Arquivos Brasileiros de Cardiologia"
DOI: 10.5935/abc.20170059
Abstract: DOI: 10.5935/abc.20170059 To investigate the relationship between future or unknown outcomes and baseline health states among people with specific conditions, prediction models are an interesting strategy used to assist diagnosis, prognosis and treatment.1 They estimate… read more here.
Keywords: models decision; chagas disease; prediction models; making chagas ... See more keywords