For a more detailed description of the treatment effect estimation algorithms, see the EconML documentation. For Developers You can get started by cloning this repository. We use setuptools for building and dis
algorithmsOptimizationSimulationPetroleumengineeringFormal optimization strategies normally evaluate hundreds or even thousands of scenarios in the course of searching for the optimal solution to a given management question. This process is extremely time-consuming when numeric simulators of the subsurface are ...
For example, if data sets used to train algorithms are based on historical data that incorporate racial or gender bias (even unintentionally, resulting solely from sampling bias), the applications derived from the algorithms will perpetuate and may aggrav...
It improves the quality of the data and enables algorithms to progress faster and more accurately [68]. The simplification process aims to provide more effective results in sentiment analysis. In this direction, All letters were converted to lower case. Punctuation marks were deleted. Numbers were...
As written informed consent was required for this and nearly all other previous studies on early triage algorithms, very few patients in shock and/or respiratory failure were enrolled. Second, although 30-day MACE rates in the rule-out group of the ESC 0/1-h algorithm were very low, and ...
Artificial Intelligence (AI)-based systems and their increasingly common use have made it a ubiquitous technology; Machine Learning algorithms are present
First of all, all the fingerprinting algorithms start with atom level descriptors, each of which encode atom-specific information into an integer or real number. The simplest atom descriptor is the atomic number, but in most fingerprints this is augmented with additional information that describes ...
There are two kinds of cloud generation algorithms expressed as follows, called forward cloud generator and backward cloud generator respectively (Li and Du, 2017). Forward cloud generator is a mapping from qualitative concept to its quantitative representation. While backward cloud generator is a ...
Natural language processing (NLP), which implements algorithms that can operate on massive unstructured textual data, has the potential to structure the data and make clinical information more accessible. Objective The aim of this review was to provide an overview of studies applying NLP to textual ...
algorithms, or the like (collectively referred to as “elements”). These elements may be implemented using hardware, software, or combinations thereof. Whether such elements are implemented as hardware or software depends upon the particular application and design constraints imposed on the overall sys...