Using Fuzzy Logic to Solve Bioinformatics Tasks. - Madara Gasparovica; Natalia Novoselova; Ludmila Aleksejeva (Sci. J. Riga Tech. Univ. Ser. Comput. Sci., 2010)

Identification of Peptides with Deviating Regulation Factors Using a Robust Clustering Scheme. - Natalia Novoselova; Frank Klawonn; Thorsten Johl; Tobias Reinl; Lothar Jänsch (PACBB, 2011)

Entropy-Based Cluster Validation and Estimation of the Number of Clusters in gene Expression Data. - Natalia Novoselova; Igor Tom (J. Bioinform. Comput. Biol., 2012)

HUM calculator and HUM package for R: easy-to-use software tools for multicategory receiver operating characteristic analysis. - Natalia Novoselova; Cristina Della Beffa; Junxi Wang; Jialiang Li 001; Frank Pessler; Frank Klawonn (Bioinform., 2014)

An algorithm to estimate the stability of the individual clusters in the hierarchical context. - Natalia Novoselova (Intell. Data Anal., 2014)

Optimized leaf ordering with class labels for hierarchical clustering. - Natalia Novoselova; Junxi Wang; Frank Klawonn (J. Bioinform. Comput. Biol., 2015)

Development of Event-Driven Models for Operation Data of Some Systems of Small Satellites. - Vyacheslav Arhipov; Vadim Skobtsov; Natalia Novoselova; Victor Aliushkevich; Alexander N. Pavlov (CSOC (3), 2016)

Intelligent Telemetry Data Analysis of Small Satellites. - Vadim Skobtsov; Natalia Novoselova; Vyacheslav Arhipov; Semyon A. Potryasaev (CSOC (2), 2017)

Numerical constructions of optimal feedback in models of chemotherapy of a malignant tumor. - Natalia G. Novoselova (J. Bioinform. Comput. Biol., 2019)

Resource-aware Approach in the Design of Complex Information Systems as a Problem of Multicriteria Optimization. - Mikhail M. Tatur; Natalia Novoselova; Viachaslav Prorovski (CERCIRAS, 2021)

Comprehensive approach to the design of information systems and optimization of technical solutions according to many criteria. - Mikhail M. Tatur; Natalia Novoselova; Marina Lukashevich (Comput. Sci. Inf. Syst., 2025)