| 2021 | ICAISC | An Approach to Contextual Time Series Analysis. | Anton Romanov, Aleksey A. Filippov, Nadezhda G. Yarushkina |
| 2021 | ICCSA | Data Extraction of Charts with Hybrid Deep Learning Model. | Kirill Sviatov, Nadezhda G. Yarushkina, Sergey V. Sukhov |
| 2020 | ICAISC | Application of Time Series Analysis and Forecasting Methods for Enterprise Decision-Management. | Anton Romanov, Nadezhda G. Yarushkina, Aleksey A. Filippov |
| 2019 | DeSE | The Sentiment Analysis of Unstructured Social Network Data Using the Extended Ontology SentiWordNet. | Vadim S. Moshkin, Nadezhda G. Yarushkina, Ilya Andreev |
| 2019 | EUSFLAT | An approach to vocabulary expansion for neural network language model by means of hierarchical clustering. | Pavel V. Dudarin, Nadezhda G. Yarushkina |
| 2019 | ICAISC | Application of Type-2 Fuzzy Sets for Analyzing Production Processes. | Anton Romanov, Aleksey A. Filippov, Nadezhda G. Yarushkina |
| 2019 | ICAISC | The Method for Improving the Quality of Information Retrieval Based on Linguistic Analysis of Search Query. | Nadezhda G. Yarushkina, Aleksey A. Filippov, Maria Grigoricheva, Vadim S. Moshkin |
| 2019 | ICCSA | Integration of Fuzzy OWL Ontologies and Fuzzy Time Series in the Determination of Faulty Technical Units. | Nadezhda G. Yarushkina, Ilya Andreev, Vadim S. Moshkin, Irina Moshkina |
| 2019 | ICCSA | Development of a Technological Platform for Knowledge Discovery. | Nadezhda G. Yarushkina, Aleksey A. Filippov, Vadim S. Moshkin |
| 2018 | ICAISC | Developing a Fuzzy Knowledge Base and Filling It with Knowledge Extracted from Various Documents. | Nadezhda G. Yarushkina, Vadim S. Moshkin, Aleksey A. Filippov, Gleb Guskov |
| 2017 | IFSA | Time series clustering using numerical and fuzzy representations. | Tatiana Afanasieva, Nadezhda G. Yarushkina, Ivan Sibirev |
| 2017 | IFSA | Developing a system for time series data mining on the basis of F-transform and the domain-specific ontology. | Nadezhda G. Yarushkina, Aleksey A. Filippov, A. A. Romanov, Vadim S. Moshkin, E. N. Egov |
| 2015 | EUSFLAT | Time series forecasting using fuzzy techniques. | Tatiana Afanasieva, Nadezhda G. Yarushkina, Mkrtich Toneryan, Denis Zavarzin, Alexei Sapunkov, Ivan Sibirev |
| 2013 | IFSA | Internet service for the analysis of enterprise economics using time series fuzzy modeling. | Irina Perfilieva, Nadezhda G. Yarushkina, Tatiana Afanasieva, Anton Romanov |
| 2009 | EUSFLAT | Fuzzy Tendency based Time Series Model for Forecasting Server Traffic. | Nadezhda G. Yarushkina, Tagir Unusov, Tatyana Afanasyeva |
| 2007 | IFSA | Data Mining for Fuzzy Relational Data Servers. | A. P. Velmisov, A. A. Stetsko, Nadezhda G. Yarushkina |