106 citations · 394 across the 16 of their papers we have counts for
Showing 2013Show all
3 papers · 1 filter
q-bio.QM2013★ 10 cited
Computational diagnosis and risk evaluation for canine lymphoma
E. M. Mirkes, I. Alexandrakis, K. Slater +2
The canine lymphoma blood test detects the levels of two biomarkers, the acute phase proteins (C-Reactive Protein and Haptoglobin). This test can be used for diagnostics, for scree…
stat.ML2013★ 5 cited
Geometrical complexity of data approximators
E. M. Mirkes, A. Zinovyev, A. N. Gorban
There are many methods developed to approximate a cloud of vectors embedded in high-dimensional space by simpler objects: starting from principal points and linear manifolds to sel…
cs.LG2013★ 26 cited
Data complexity measured by principal graphs
Andrei Zinovyev, Evgeny Mirkes
How to measure the complexity of a finite set of vectors embedded in a multidimensional space? This is a non-trivial question which can be approached in many different ways. Here w…