Natalia F. Gusarova

Natalia F. Gusarova
 
Work place
ITMO University
 
Post
Associate professor
 
Degree
PhD
 
Academic Title
Senior research associate
 
E-mail
natfed@list.ru
 
Phone
+7 921 987-50-39
 
Research Interests
Machine learning, Natural Language Processing, Computer Science
 
Journal papers
 
1.     Podolsky M.D., Barchuk A.A., Kuznetcov V.I., Gusarova N.F., Gaidukov V.S., Tarakanov S.A. Evaluation of machine learning algorithm utilization for lung cancer classification based on gene expression levels. Asian Pacific Journal of Cancer Prevention - 2016, Vol. 17, No. 2, pp. 835–838
 
2.     Vatian A., Gusarova N., Artemova G., Dobrenko N. An Ontology Approach to Storing Educational Information. Proceedings of the International FRUCT Conference on Intelligence, Social Media and Web, ISMW FRUCT 2016) - 2016, pp. 7584772
 
3.     Grozin V.A., Buraya K.I., Gusarova N.F. Comparison of Text Forum Summarization Depending on Query Type for Text Forums. Lecture Notes in Electrical Engineering - 2016, Vol. 387, pp. 269-279
 
4.     Sergeeva M., Ryabchikov I., Glaznev M., Gusarova N. Classification of Pulmonary Nodules on Computed Tomography Scans. Evaluation of the Effectiveness of Application of Textural Features Extracted Using Wavelet Transform of Image. Proceedings of the 18th Conference of Open Innovations Association FRUCT - 2016, pp. 291-299
 
5.     Buraya K.I., Vinogradov P.D., Grozin V.A., Gusarova N.F., Dobrenko N.V., Trofimov V.A. Automatic summarization of web forums as sources of professionally significant information. Scientific and Technical Journal of Information Technologies, Mechanics and Optics, 2016, vol. 16, no. 3, pp. 482–496. doi: 10.17586/2226-1494-2016-16-3-482-496
 
6.     Gusarova N., Artemova G., Kotciuba I. Intermediate Models Evaluation for Ontology Development in Smart Spaces Technologies. Proceedings of the 18th Conference of Open Innovations Association FRUCT - 2016, pp. 467-473
 
7.     Artemova G., Gusarova N.F., Dobrenko N.V., Trofimov V., Vatian A. Analysis of the classification methods of cancer types by computer tomography images.  Communications in Computer and Information Science - 2016, Vol. 674, pp. 526-531
 
8.     Avdeeva N., Artemova G., Boyarsky K., Gusarova N., Dobrenko N., Kanevsky E. Subtopic Segmentation of Scientific Texts: Parameter Optimisation. Communications in Computer and Information Science - 2015, Vol. 518, pp. 3-15
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