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Beata Strack
Researcher at Virginia Commonwealth University
Publications - 11
Citations - 525
Beata Strack is an academic researcher from Virginia Commonwealth University. The author has contributed to research in topics: Neocortex & Biological neuron model. The author has an hindex of 6, co-authored 11 publications receiving 345 citations. Previous affiliations of Beata Strack include IBM & Google.
Papers
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Journal ArticleDOI
Impact of HbA1c Measurement on Hospital Readmission Rates: Analysis of 70,000 Clinical Database Patient Records
Beata Strack,Jonathan P. DeShazo,Chris Gennings,Juan Luis Olmo,Sebastián Ventura,Krzysztof J. Cios,John N. Clore +6 more
TL;DR: The statistical model suggests that the relationship between the probability of readmission and the HbA1c measurement depends on the primary diagnosis, and that the greater attention to diabetes reflected in Hb a1c determination may improve patient outcomes and lower cost of inpatient care.
Proceedings ArticleDOI
Autopilot: workload autoscaling at Google
Krzysztof Rzadca,Pawel Findeisen,Jacek Swiderski,Przemyslaw Zych,Przemyslaw Broniek,Jarek Kusmierek,Pawel Krzysztof Nowak,Beata Strack,Piotr Witusowski,Steven Hand,John Wilkes +10 more
TL;DR: Despite its advantages, ensuring that Autopilot was widely adopted took significant effort, including making potential recommendations easily visible to customers who had yet to opt in, automatically migrating certain categories of jobs, and adding support for custom recommenders.
Journal ArticleDOI
Sphere Support Vector Machines for large classification tasks
TL;DR: The results shown are promoting SphereSVM as outstanding alternatives for handling large and ultra-large datasets in a reasonable time without switching to various parallelization schemes for SVM algorithms recently proposed.
Journal ArticleDOI
Simulating vertical and horizontal inhibition with short-term dynamics in a multi-column multi-layer model of neocortex.
TL;DR: A multi-layer multi-column model of the cortex that uses four different neuron types and short-term plasticity dynamics to examine properties of developmentally malformed cortex in which the balance between inhibitory neuron subtypes is disturbed.
Patent
Corpus Quality Analysis
TL;DR: In this article, a mechanism is provided in a data processing system for corpus quality analysis, which applies at least one filter to a candidate corpus to determine a degree to which the candidate corpus supplements existing corpora for performing a NLP operation.