Decision-Directed Data Decomposition

Autor: Davis, Brent D., Jackson, Ethan, Lizotte, Daniel J.

We present an algorithm, Decision-Directed Data Decomposition (D4), which decomposes a dataset into two components. The first contains most of the useful information for a specified supervised learning task. The second orthogonal component contains l

Externí odkaz: http://arxiv.org/abs/1909.08159

Exploratory Search with Archetype-based Language Models

Autor: Davis, Brent D

Publikováno v: Electronic Thesis and Dissertation Repository

This dissertation explores how machine learning, natural language processing and information retrieval may assist the exploratory search task. Exploratory search is a search where the ideal outcome of the search is unknown, and thus the ideal languag

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=od______1548::ea4d3f8b3229079eddfc72e43dce51a9
https://ir.lib.uwo.ca/context/etd/article/10477/viewcontent/auto_convert.pdf

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Loss-of-Function CREB3L3Variants in Patients With Severe Hypertriglyceridemia

Autor: Dron, Jacqueline S., Dilliott, Allison A., Lawson, Arden, McIntyre, Adam D., Davis, Brent D., Wang, Jian, Cao, Henian, Movsesyan, Irina, Malloy, Mary J., Pullinger, Clive R., Kane, John P., Hegele, Robert A.

Publikováno v: Arteriosclerosis, Thrombosis, and Vascular Biology (Ovid); August 2020, Vol. 40 Issue: 8 p1935-1941, 7p

Quantifying depression-related language on social media during the COVID-19 pandemic.

Autor: Davis BD; Department of Computer Science, Western University, London, ON, Canada, N6A 3K7., McKnight DE; Department of Computing Science, University of Alberta, Edmonton, AB, T6G 2R3., Teodorescu D; Department of Computing Science, University of Alberta, Edmonton, AB, T6G 2R3., Quan-Haase A; Department of Sociology, Western University, London, ON, Canada, N6A 3K7.; Faculty of Information and Media Studies, Western University, London, ON, Canada, N6A 3K7., Chunara R; Department of Computer Science & Engineering, New York University, New York, NY, 10003.; Department of Biostatistics, New York University, New York, NY, 10003., Fyshe A; Department of Computing Science, University of Alberta, Edmonton, AB, T6G 2R3.; Department of Psychology, University of Alberta, Edmonton, AB, Canada, T6G2R3., Lizotte DJ; Department of Computer Science, Western University, London, ON, Canada, N6A 3K7.; Department of Epidemiology and Biostatistics, Western University, London, ON,N6A 3K7.

Publikováno v: International journal of population data science [Int J Popul Data Sci] 2022 Mar 30; Vol. 5 (4), pp. 1716. Date of Electronic Publication: 2022 Mar 30 (Print Publication: 2020).