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08/06/2018
Improved survival of cancer patients admitted to the ICU between 2002 and 2011 at a U.S. teaching hospital
Over the past decades, both critical care and cancer care have improved ...
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08/06/2018
Probabilistic Causal Analysis of Social Influence
Mastering the dynamics of social influence requires separating, in a dat...
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08/04/2018
Withholding aggressive treatments may not accelerate time to death among dying ICU patients
Critically ill patients may die despite aggressive treatment. In this st...
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08/03/2018
Multi-objective optimization to explicitly account for model complexity when learning Bayesian Networks
Bayesian Networks have been widely used in the last decades in many fiel...
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06/07/2017
On learning the structure of Bayesian Networks and submodular function maximization
Learning the structure of dependencies among multiple random variables i...
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04/27/2017
A quantitative assessment of the effect of different algorithmic schemes to the task of learning the structure of Bayesian Networks
One of the most challenging tasks when adopting Bayesian Networks (BNs) ...
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03/08/2017
Efficient Simulation of Financial Stress Testing Scenarios with Suppes-Bayes Causal Networks
The most recent financial upheavals have cast doubt on the adequacy of s...
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03/08/2017
Parallel Implementation of Efficient Search Schemes for the Inference of Cancer Progression Models
The emergence and development of cancer is a consequence of the accumula...
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02/25/2016
Modeling cumulative biological phenomena with Suppes-Bayes Causal Networks
Several diseases related to cell proliferation are characterized by the ...
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10/02/2015