Mattias Höglund

Publication Activity (10 Years)

Years Active: 2004-2022
Publications (10 Years): 1

Top Topics

Perceptron Algorithm

Multiclass Learning

Binary Classification Problems

Top Venues

Publications

Pontus Eriksson, Nour-al-dain Marzouka, Gottfrid Sjödahl, Carina Bernardo, Fredrik Liedberg, Mattias Höglund
A comparison of rule-based and centroid single-sample multiclass predictors for transcriptomic classification. Bioinform. 38 (4) (2022)
Ali Tofigh, Erik Sjölund, Mattias Höglund, Jens Lagergren
A Global Structural EM Algorithm for a Model of Cancer Progression. NIPS (2011)
Johan Staaf, Johan Vallon-Christersson, David Lindgren, Gunnar Juliusson, Richard Rosenquist, Mattias Höglund, Åke Borg, Markus Ringnér
Normalization of Illumina Infinium whole-genome SNP data improves copy number estimates and allelic intensity ratios. BMC Bioinform. 9 (2008)
Attila Frigyesi, Srinivas Veerla, David Lindgren, Mattias Höglund
Independent component analysis reveals new and biologically significant structures in micro array data. BMC Bioinform. 7 (2006)
Srinivas Veerla, Mattias Höglund
Analysis of promoter regions of co-expressed genes identified by microarray analysis. BMC Bioinform. 7 (2006)
Marcus Hjelm, Mattias Höglund, Jens Lagergren
New Probabilistic Network Models and Algorithms for Oncogenesis. J. Comput. Biol. 13 (4) (2006)
Jens Nilsson, Thoas Fioretos, Mattias Höglund, Magnus Fontes
Approximate geodesic distances reveal biologically relevant structures in microarray data. Bioinform. 20 (6) (2004)