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National Research University Higher School of EconomicsStudent ThesesBiclustering Based on Monotone Galois Connnection

Student
Title
Supervisor
Faculty
Educational Programme
Final Grade
Year of Graduation
Viktoriya Verezubova
Biclustering Based on Monotone Galois Connnection
Applied Mathematics and Information Science
(Bachelor’s programme)
2017
The project is intended to study problems related to the biclustering. In the work some principles of biclusterization methods based on formal concept analysis and Galois conformities in particular are given. Algorithms Disclosed and BLOSOM are reviewed in the context of monotone Galois conformities. These methods are analyzed and compared in the context of CPU time using the real medical dataset. The received biclusters are visualized. The study can be used for further inquiry of biclustering methods and improving data mining. Furthermore, the results of the study are intended to be applied to the practical problems in bioinformatics, medicine and other fields.

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