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Computational Modeling in Human-Computer Interaction

Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems, 2019
We propose a workshop on rapidly emerging topic of Computational Modeling in HCI to address the challenges of increasing complexity of human behaviors we are able to track and collect today. The goal of this workshop is to reconcile two seemingly competing approaches to computational modeling: theoretical modeling, which seeks to explain behaviors vs ...
Nikola Banovic   +2 more
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Models of Computation

2017
This book presents in their basic form the most important models of computation, their basic programming paradigms, and their mathematical descriptions, both concrete and abstract. Each model is accompanied by relevant formal techniques for reasoning on it and for proving some properties.
BRUNI, ROBERTO   +1 more
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Computational decompression models

International Journal of Bio-Medical Computing, 1987
Early computational models for decompression are based on supersaturation assumptions for dissolved gases. Such models, and our understanding of decompression biophysics, have been extended in the past 20 years by analyses of phase separation of gases.
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Model-Based Computation

Natural Computing, 2016
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
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Modelling: Computing cancer

Nature, 2012
Software models of complex tissues and disease are yielding a better understanding of cancer and suggesting potential treatments.
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Practical Bayesian model evaluation using leave-one-out cross-validation and WAIC

Statistics and computing, 2015
Leave-one-out cross-validation (LOO) and the widely applicable information criterion (WAIC) are methods for estimating pointwise out-of-sample prediction accuracy from a fitted Bayesian model using the log-likelihood evaluated at the posterior ...
Aki Vehtari, A. Gelman, Jonah Gabry
semanticscholar   +1 more source

Computability and Computable Models

2007
The intuitive notion of computability was formalized in the XXth century, which strongly affected the development of mathematics and applications, new computational technologies, various aspects of the theory of knowledge, etc. A rigorous mathematical definition of computability and algorithm generated new approaches to understanding a solution to a ...
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Computational Models

Philosophy of Science, 2002
A different way of thinking about how the sciences are organized is suggested by the use of cross-disciplinary computational methods as the organizing unit of science, here called computational templates. The structure of computational models is articulated using the concepts of construction assumptions and correction sets.
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Computational modeling

International Journal of Cardiology, 2019
Atrial fibrillation (AF) is a complex cardiac arrhythmia with diverse etiology that negatively affects morbidity and mortality of millions of patients. Technological and experimental advances have provided a wealth of information on the pathogenesis of AF, highlighting a multitude of mechanisms involved in arrhythmia initiation and maintenance, and ...
Grandi, Eleonora   +2 more
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