Ivan Smetannikov

Publication Activity (10 Years)

Years Active: 2015-2020
Publications (10 Years): 15

Top Topics

Machine Learning

Rank Aggregation

Selection Algorithm

Top Venues

Publications

Nikita Pilnenskiy, Ivan Smetannikov
Feature Selection Algorithms as One of the Python Data Analytical Tools. Future Internet 12 (3) (2020)
Evgenia Bogacheva, Filipp Tatarenko, Ivan Smetannikov
Predicting Vocational Personality Type from Socio-demographic Features Using Machine Learning Methods. CCRIS (2020)
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, Ivan Smetannikov, Daria Kozlova
Implementing a Machine Learning Approach to Predicting Students' Academic Outcomes. CCRIS (2020)
Nikita Pilnenskiy, Ivan Smetannikov
BagMeLiF: stable boosting-based hybrid-ensemble feature selection algorithm for high-dimensional data. CCRIS (2020)
Guan Wang, Ivan Smetannikov, Tianxing Man
Survey on Automatic Text Summarization and Transformer Models Applicability. CCRIS (2020)
Xing Wang, Shouhua Zhang, Ivan Smetannikov
Fiction Popularity Prediction Based on Emotion Analysis. CCRIS (2020)
Evgenia Bogacheva, Antonina Puchkovskaia, Ivan Smetannikov
Named Entity Recognition for Russian Historical Texts. CSAI (2019)
Petr Grachev, Roman Bezborodov, Ivan Smetannikov, Andrey Filchenkov
Exploring the Relationship between the Structural and the Actual Similarities of Automata. ICMLSC (2019)
Nikita Pilnenskiy, Ivan Smetannikov
Modern Implementations of Feature Selection Algorithms and Their Perspectives. FRUCT (2019)
Alexey Zabashta, Sergey Muravyov, Ivan Smetannikov
Synthesis of Datasets with Specific Characteristics for the Clustering Problem. CSAI (2019)
Sergey Budkov, Kseniya Buraya, Andrey Filchenkov, Ivan Smetannikov, Antonina Puchkovskaia
RICH-CPL: Fact Extraction from Wikipedia-sized Corpora for Morphologically Rich Languages. FRUCT (2018)
Igor Tanfilev, Andrey Filchenkov, Ivan Smetannikov
Feature selection algorithm ensembling based on meta-learning. CISP-BMEI (2017)
Alexey Zabashta, Ivan Smetannikov, Andrey Filchenkov
Rank Aggregation Algorithm Selection Meets Feature Selection. MLDM (2016)
Ilya Isaev, Ivan Smetannikov
MeLiF+: Optimization of Filter Ensemble Algorithm with Parallel Computing. AIAI (2016)
Ivan Smetannikov, Ilya Isaev, Andrey Filchenkov
Reinforcement Learning Approach for Parallelization in Filters Aggregation Based Feature Selection Algorithms. CoRR (2016)
Alexey Zabashta, Ivan Smetannikov, Andrey Filchenkov
Study on Meta-Learning Approach Application in Rank Aggregation Algorithm Selection. MetaSel@PKDD/ECML (2015)
Andrey Filchenkov, Vladislav Dolganov, Ivan Smetannikov
PCA-based algorithm for feature score measures ensemble construction. ESANN (2015)