Výsledky vyhledávání - "Berk A Alpay"

Akademický článek

Dynamic Modeling of Power Outages Caused by Thunderstorms

Autor: Berk A. Alpay, David Wanik, Peter Watson, Diego Cerrai, Guannan Liang, Emmanouil Anagnostou

Publikováno v: Forecasting, Vol 2, Iss 2, Pp 151-162 (2020)

Thunderstorms are complex weather phenomena that cause substantial power outages in a short period. This makes thunderstorm outage prediction challenging using eventwise outage prediction models (OPMs), which summarize the storm dynamics over the ent

Externí odkaz: https://doaj.org/article/34fc68d09f754e6b8e0833fbf4a5286c

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Evaluating molecular fingerprint-based models of drug side effects against a statistical control

Autor: Berk A. Alpay, Mark Gosink, Derek Aguiar

Publikováno v: Drug discovery today. 27(11)

There are many machine learning models that use molecular fingerprints of drugs to predict side effects. Characterizing their skill is necessary for understanding their usefulness in pharmaceutical development. Here, we analyze a statistical control

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::355fa9f4002c21e3f3d3ea2a2db053ec
https://pubmed.ncbi.nlm.nih.gov/36115633

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Combinatorial and statistical prediction of gene expression from haplotype sequence

Autor: Berk A Alpay, Pinar Demetci, Sorin Istrail, Derek Aguiar

Publikováno v: Bioinformatics

Motivation Genome-wide association studies (GWAS) have discovered thousands of significant genetic effects on disease phenotypes. By considering gene expression as the intermediary between genotype and disease phenotype, expression quantitative trait

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::b9e062d4bcc77d7ad854fdcdafe11980
https://doi.org/10.1093/bioinformatics/btaa318

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