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A Survey of Co-Clustering
Co-clustering is to cluster samples and features simultaneously, which can also reveal the
relationship between row clusters and column clusters. Therefore, lots of scientists have …
relationship between row clusters and column clusters. Therefore, lots of scientists have …
Synwalk: community detection via random walk modelling
Complex systems, abstractly represented as networks, are ubiquitous in everyday life.
Analyzing and understanding these systems requires, among others, tools for community …
Analyzing and understanding these systems requires, among others, tools for community …
[HTML][HTML] Model reduction for the chemical master equation: An information-theoretic approach
The complexity of mathematical models in biology has rendered model reduction an
essential tool in the quantitative biologist's toolkit. For stochastic reaction networks described …
essential tool in the quantitative biologist's toolkit. For stochastic reaction networks described …
Co-clustering via information-theoretic Markov aggregation
We present an information-theoretic cost function for co-clustering, ie, for simultaneous
clustering of two sets based on similarities between their elements. By constructing a simple …
clustering of two sets based on similarities between their elements. By constructing a simple …
A dynamic approach for brand innovation strategy's implementation timing considering consumer purchase intention
When operating their products, to sustain a competitive edge in the market, enterprises often
employ brand innovation strategies. The propensity of consumers to make purchases is a …
employ brand innovation strategies. The propensity of consumers to make purchases is a …
On the choice of number of superstates in the aggregation of Markov chains
Many studies involving large Markov chains require determining a smaller representative
(aggregated) chain. Each superstate in the representative chain represents a group of …
(aggregated) chain. Each superstate in the representative chain represents a group of …
Information-theoretic reduction of Markov chains
BC Geiger - ar** is a well-known process …