PCA-based algorithm for feature score measures ensemble construction. - Andrey Filchenkov; Vladislav Dolganov; Ivan Smetannikov (ESANN, 2015)

Study on Meta-Learning Approach Application in Rank Aggregation Algorithm Selection. - Alexey Zabashta; Ivan Smetannikov; Andrey Filchenkov (MetaSel@PKDD/ECML, 2015)

MeLiF+: Optimization of Filter Ensemble Algorithm with Parallel Computing. - Ilya Isaev; Ivan Smetannikov (AIAI, 2016)

Rank Aggregation Algorithm Selection Meets Feature Selection. - Alexey Zabashta; Ivan Smetannikov; Andrey Filchenkov (MLDM, 2016)

Reinforcement Learning Approach for Parallelization in Filters Aggregation Based Feature Selection Algorithms. - Ivan Smetannikov; Ilya Isaev; Andrey Filchenkov (CoRR, 2016)

Feature selection algorithm ensembling based on meta-learning. - Igor Tanfilev; Andrey Filchenkov; Ivan Smetannikov (CISP-BMEI, 2017)

RICH-CPL: Fact Extraction from Wikipedia-sized Corpora for Morphologically Rich Languages. - Sergey Budkov; Kseniya Buraya; Andrey Filchenkov; Ivan Smetannikov; Antonina Puchkovskaia (FRUCT, 2018)

Named Entity Recognition for Russian Historical Texts. - Evgenia Bogacheva; Antonina Puchkovskaia; Ivan Smetannikov (CSAI, 2019)

Synthesis of Datasets with Specific Characteristics for the Clustering Problem. - Alexey Zabashta; Sergey Muravyov; Ivan Smetannikov (CSAI, 2019)

Modern Implementations of Feature Selection Algorithms and Their Perspectives. - Nikita Pilnenskiy; Ivan Smetannikov (FRUCT, 2019)

Exploring the Relationship between the Structural and the Actual Similarities of Automata. - Petr Grachev; Roman Bezborodov; Ivan Smetannikov; Andrey Filchenkov (ICMLSC, 2019)

Predicting Vocational Personality Type from Socio-demographic Features Using Machine Learning Methods. - Evgenia Bogacheva; Filipp Tatarenko; Ivan Smetannikov (CCRIS, 2020)

Finding the Blank with Sequence Labeling for English Learning. - Shivam Mehta; Ivan Smetannikov (CCRIS, 2020)

Implementing a Machine Learning Approach to Predicting Students' Academic Outcomes. - Svyatoslav Oreshin; Andrey Filchenkov; Polina Petrusha; Egor Krasheninnikov; Alexander Panfilov; Igor Glukhov; Yulia E. Kaliberda; Daniil Masalskiy; Alexey Serdyukov; Vladimir Kazakovtsev; Maksim Khlopotov; Timofey Podolenchuk; et al. (CCRIS, 2020)

BagMeLiF: stable boosting-based hybrid-ensemble feature selection algorithm for high-dimensional data. - Nikita Pilnenskiy; Ivan Smetannikov (CCRIS, 2020)

Survey on Automatic Text Summarization and Transformer Models Applicability. - Guan Wang; Ivan Smetannikov; Tianxing Man (CCRIS, 2020)

Fiction Popularity Prediction Based on Emotion Analysis. - Xing Wang; Shouhua Zhang; Ivan Smetannikov (CCRIS, 2020)

Feature Selection Algorithms as One of the Python Data Analytical Tools. - Nikita Pilnenskiy; Ivan Smetannikov (Future Internet, 2020)