VSE knjižnice (vzajemna bibliografsko-kataložna baza podatkov COBIB.SI)
  • O nekaterih lastnostih mnogorazsežnih podatkovij [Elektronski vir] = On some properties of high-dimensional data sets
    Kastrin, Andrej
    The extensive use of high-dimensional data to examine certain research phenomena has expanded in parallel with high-throughput technologies in various scientific fields. However, several statistical ... challenges arise when analysing high-dimensional datasets, such as low identifiability, numerical instability, and overfitting. Before delving into the complex analysis of high-dimensional data, a solid foundation of their inherent properties is crucial. This review aims to illustrate the geometric properties inherent in the statistical analysis of high-dimensional data by examining the behaviour of hypercubes and hyperspheres in a high-dimensional context. An overview of literature is also provided to guide the students in further study.
    Vir: Informatica medica slovenica [Elektronski vir] : revija Slovenskega društva za medicinsko informatiko. - ISSN 1318-2145 (Letn. 28, št. 1/2, 2023, str. 16-23)
    Vrsta gradiva - e-članek
    Leto - 2023
    Jezik - slovenski
    COBISS.SI-ID - 179058947

    Povezava(-e):

    https://ims.mf.uni-lj.si/wp-content/uploads/sites/14/2023/12/IMS-2023-1-2_3_Kastrin-2.pdf
    Digitalna knjižnica Slovenije - dLib.si

Vnos na polico