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researcher

A. Kraskov

3 papers hereh-index 3710.3k citations73 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • q-bio.QM2
  • cond-mat.dis-nn1

identity via Semantic Scholar / OpenAlex

most citedHierarchical Clustering Based on Mutual Information

101 citations · 110 across the 3 of their papers we have counts for

collaborators

3 papers

cond-mat.dis-nn2004★ 3 cited

Extracting Phases from Aperiodic Signals

Alexander Kraskov, Thomas Kreuz, Ralph G. Andrzejak +3

We demonstrate by means of a simple example that the arbitrariness of defining a phase from an aperiodic signal is not just an academic problem, but is more serious and fundamental…

q-bio.QM2003★ 101 cited

Hierarchical Clustering Based on Mutual Information

Alexander Kraskov, Harald Stögbauer, Ralph G. Andrzejak +1

Motivation: Clustering is a frequently used concept in variety of bioinformatical applications. We present a new method for hierarchical clustering of data called mutual informatio…

q-bio.QM2003★ 6 cited

Hierarchical Clustering Using Mutual Information

Alexander Kraskov, Harald Stoegbauer, Ralph G. Andrzejak +1

We present a method for hierarchical clustering of data called {\it mutual information clustering} (MIC) algorithm. It uses mutual information (MI) as a similarity measure and expl…

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