Blar i Publikasjoner fra Cristin på emneord "VDP::Mathematics and natural science: 400::Mathematics: 410::Statistics: 412"

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    • Earthquake Catalog Processing and Swarm Identification for the Pacific Northwest 

      Schneider, Max; Flury, Hank; Guttorp, Peter; Wright, Amy (Journal article; Peer reviewed, 2023)
      The Pacific Northwest (PNW) of North America encompasses diverse tectonic settings that can produce damaging earthquakes near population centers. Seismicity in this region is often clustered into aftershock sequences and ...

    • Some recent trends in embeddings of time series and dynamic networks 

      Tjøstheim, Dag Bjarne; Jullum, Martin; Løland, Anders (Journal article; Peer reviewed, 2023)
      We give a review of some recent developments in embeddings of time series and dynamic networks. We start out with traditional principal components and then look at extensions to dynamic factor models for time series. Unlike ...

    • Statistical Embedding: Beyond Principal Components 

      Tjøstheim, Dag Bjarne; Jullum, Martin; Løland, Anders (Journal article; Peer reviewed, 2023)
      There has been an intense recent activity in embedding of very high-dimensional and nonlinear data structures, much of it in the data science and machine learning literature. We survey this activity in four parts. In the ...