Blar i Department of Informatics på emneord "Classification"
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A Comparative Analysis of Feature Selection Methods for Biomarker Discovery in Study of Toxicant-Treated Atlantic Cod (Gadus Morhua) Liver
(Communications in Computer and Information Science; 1056, Chapter; Peer reviewed, 2019)Univariate and multivariate feature selection methods can be used for biomarker discovery in analysis of toxicant exposure. Among the univariate methods, differential expression analysis (DEA) is often applied for its ... -
Computational searches for quadratic APN functions with subfield coefficients
(Master thesis, 2023-06-01)Almost perfect nonlinear (APN) functions are important in fields such as algebra, combinatorics, cryptography, etc. Finding new APN functions is of special importance in cryptography. This is because when used in modern ... -
Directed graph representation of half-rate additive codes over GF(4)
(Peer reviewed; Journal article, 2010)We show that (n, 2n) additive codes over GF(4) can be represented as directed graphs. This generalizes earlier results on self-dual additive codes over GF(4), which correspond to undirected graphs. Graph representation ... -
Seismic Event Classification using Machine Learning
(Master thesis, 2021-06-02)The manual detection of seismic events is a labor intensive task, requiring highly skilled workers continuously analyzing recorded waveforms. Previous work has shown the potential of machine learning methods for aiding in ...