Matthew D Singer

College of Sciences

Works (2)

Updated: January 23rd, 2026 04:16

2024 article

Word Embeddings as Statistical Estimators

Dey, N., Singer, M., Williams, J. P., & Sengupta, S. (2024, May 9). Sankhya B, Vol. 5.

By: N. Dey n, M. Singer n, J. Williams n & S. Sengupta n 

author keywords: Copula; Word2Vec; distributed representation; statistical linguistics; language modeling; missing values SVD
topics (OpenAlex): Topic Modeling; Natural Language Processing Techniques; Advanced Text Analysis Techniques
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UN Sustainable Development Goal Categories
4. Quality Education (OpenAlex)
Sources: Web Of Science, NC State University Libraries
Added: May 20, 2024

2022 article

Use of Cognitive Testing, Questionnaires, and Plasma Biomarkers to Quantify Cognitive Impairment in an Aging Pet Dog Population

Fefer, G., Panek, W. K., Khan, M. Z., Singer, M., Westermeyer, H. D., Mowat, F. M., … Gruen, M. E. (2022, April 15). Journal of Alzheimer s Disease.

By: G. Fefer n, W. Panek n , M. Khan n, M. Singer n, H. Westermeyer n , F. Mowat n, D. Murdoch *, B. Case n, N. Olby n , M. Gruen n 

author keywords: Blood biomarkers; canine cognitive dysfunction syndrome; CCDS; cognitive testing; dementia; neurofilament light chain; NfL
MeSH headings : Aging; Animals; Biomarkers; Cognitive Dysfunction / diagnostic imaging; Dogs; Humans; Neuropsychological Tests; Surveys and Questionnaires
topics (OpenAlex): Human-Animal Interaction Studies; Neuroinflammation and Neurodegeneration Mechanisms; Gut microbiota and health
TL;DR: It is suggested that a multi-dimensional approach using a combination of questionnaires, specific cognitive tests, and pNfL concentration can be used to quantify cognitive decline in aging pet dogs. (via Semantic Scholar)
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
10. Reduced Inequalities (OpenAlex)
Sources: Web Of Science, NC State University Libraries
Added: June 20, 2022

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