Search Results for author: Matthew Davidow

Found 4 papers, 0 papers with code

Clustering Future Scenarios Based on Predicted Range Maps

no code implementations19 Jan 2021 Matthew Davidow, Cory Merow, Judy Che-Castaldo, Toryn Schafer, Marie-Christine Duker, Derek Corcoran, David Matteson

We find that clustering based on ecological impact (predicted species range maps) is mainly driven by the amount of warming.

Clustering

Copula Quadrant Similarity for Anomaly Scores

no code implementations7 Jan 2021 Matthew Davidow, David Matteson

We illustrate our method with simulated and real experiments, applying spectral methods to cluster multiple anomaly detection methods and to contrast our similarity measure with others.

Anomaly Detection

Factor Analysis of Mixed Data for Anomaly Detection

no code implementations25 May 2020 Matthew Davidow, David S. Matteson

Anomaly detection aims to identify observations that deviate from the typical pattern of data.

Anomaly Detection

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