Sökning: "Patrick Glauner"

Hittade 1 avhandling innehållade orden Patrick Glauner.

  1. 1. Towards Robust and Adaptive Machine Learning : A Fresh Perspective on Evaluation and Adaptation Methodologies in Non-Stationary Environments

    Författare :Firas Bayram; Bestoun S. Ahmed; Patrick Glauner; Karlstads universitet; []
    Nyckelord :NATURVETENSKAP; NATURAL SCIENCES; machine learning; concept drift; covariate shift; performance robustness; evaluation methodology; adaptive learning; Computer Science; Datavetenskap;

    Sammanfattning : Machine learning (ML) has become ubiquitous in various disciplines and applications, serving as a powerful tool for developing predictive models to analyze diverse variables of interest. With the advent of the digital era, the proliferation of data has presented numerous opportunities for growth and expansion across various domains. LÄS MER