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Prof. Dr. M. Jarke
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RWTH Aachen
Informatik 5
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Evaluation of Approximate Hierarchical Clustering Algorithms

Thesis type
  • Bachelor
Status Open
Supervisor(s)
Advisor(s)

There are several algorithms to perform a hierarchical clustering, resulting in approximate dendrogram. This makes it possible to perform a clustering on big data sets. In this thesis the student will evaluate of several existing algorithms in terms of resource use and clustering quality. As part of this work, the student has to implement some of the algorithms to work on a GPU as they are not scalable enough for CPU computing.

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