3 papers
cs.LG2016
Probabilistic classifiers with low rank indefinite kernels
Frank-Michael Schleif, Andrej Gisbrecht, Peter Tino
Indefinite similarity measures can be frequently found in bio-informatics by means of alignment scores, but are also common in other fields like shape measures in image retrieval.…
cs.DS2014
Metric and non-metric proximity transformations at linear costs
Andrej Gisbrecht, Frank-Michael Schleif
Domain specific (dis-)similarity or proximity measures used e.g. in alignment algorithms of sequence data, are popular to analyze complex data objects and to cover domain specific…
cs.LG2011
Supervised learning of short and high-dimensional temporal sequences for life science measurements
F. -M. Schleif, A. Gisbrecht, B. Hammer
The analysis of physiological processes over time are often given by spectrometric or gene expression profiles over time with only few time points but a large number of measured va…