Biclustering Based on Monotone Galois Connnection

Student: Verezubova Viktoriya

Educational Programme: Applied Mathematics and Information Science (Bachelor)

Year of Graduation: 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.

Student Theses at HSE must be completed in accordance with the University Rules and regulations specified by each educational programme.

Summaries of all theses must be published and made freely available on the HSE website.

The full text of a thesis can be published in open access on the HSE website only if the authoring student (copyright holder) agrees, or, if the thesis was written by a team of students, if all the co-authors (copyright holders) agree. After a thesis is published on the HSE website, it obtains the status of an online publication.

Student theses are objects of copyright and their use is subject to limitations in accordance with the Russian Federation’s law on intellectual property.

In the event that a thesis is quoted or otherwise used, reference to the author’s name and the source of quotation is required.

Search all student theses