Ivan Smetannikov

According to our database, Ivan Smetannikov authored at least 18 papers between 2015 and 2020.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2020

Feature Selection Algorithms as One of the Python Data Analytical Tools.

Nikita Pilnenskiy, Ivan Smetannikov

Future Internet, 2020

Fiction Popularity Prediction Based on Emotion Analysis.

Xing Wang, Shouhua Zhang, Ivan Smetannikov

Proceedings of the CCRIS 2020: International Conference on Control, 2020

Survey on Automatic Text Summarization and Transformer Models Applicability.

Guan Wang, Ivan Smetannikov, Tianxing Man

Proceedings of the CCRIS 2020: International Conference on Control, 2020

BagMeLiF: stable boosting-based hybrid-ensemble feature selection algorithm for high-dimensional data.

Nikita Pilnenskiy, Ivan Smetannikov

Proceedings of the CCRIS 2020: International Conference on Control, 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, Ivan Smetannikov, Daria Kozlova

Proceedings of the CCRIS 2020: International Conference on Control, 2020

Finding the Blank with Sequence Labeling for English Learning.

Shivam Mehta, Ivan Smetannikov

Proceedings of the CCRIS 2020: International Conference on Control, 2020

Predicting Vocational Personality Type from Socio-demographic Features Using Machine Learning Methods.

Evgenia Bogacheva, Filipp Tatarenko, Ivan Smetannikov

Proceedings of the CCRIS 2020: International Conference on Control, 2020

2019

Exploring the Relationship between the Structural and the Actual Similarities of Automata.

Petr Grachev, Roman Bezborodov, Ivan Smetannikov, Andrey Filchenkov

Proceedings of the 3rd International Conference on Machine Learning and Soft Computing, 2019

Modern Implementations of Feature Selection Algorithms and Their Perspectives.

Nikita Pilnenskiy, Ivan Smetannikov

Proceedings of the 25th Conference of Open Innovations Association, 2019

Synthesis of Datasets with Specific Characteristics for the Clustering Problem.

Alexey Zabashta, Sergey Muravyov, Ivan Smetannikov

Proceedings of the CSAI 2019: 2019 3rd International Conference on Computer Science and Artificial Intelligence, 2019

Named Entity Recognition for Russian Historical Texts.

Evgenia Bogacheva, Antonina Puchkovskaia, Ivan Smetannikov

Proceedings of the CSAI 2019: 2019 3rd International Conference on Computer Science and Artificial Intelligence, 2019

2018

RICH-CPL: Fact Extraction from Wikipedia-sized Corpora for Morphologically Rich Languages.

Sergey Budkov, Kseniya Buraya, Andrey Filchenkov, Ivan Smetannikov, Antonina Puchkovskaia

Proceedings of the 23rd Conference of Open Innovations Association, 2018

2017

Feature selection algorithm ensembling based on meta-learning.

Igor Tanfilev, Andrey Filchenkov, Ivan Smetannikov

Proceedings of the 10th International Congress on Image and Signal Processing, 2017

2016

Reinforcement Learning Approach for Parallelization in Filters Aggregation Based Feature Selection Algorithms.

Ivan Smetannikov, Ilya Isaev, Andrey Filchenkov

CoRR, 2016

Rank Aggregation Algorithm Selection Meets Feature Selection.

Alexey Zabashta, Ivan Smetannikov, Andrey Filchenkov

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2016

MeLiF+: Optimization of Filter Ensemble Algorithm with Parallel Computing.

Ilya Isaev, Ivan Smetannikov

Proceedings of the Artificial Intelligence Applications and Innovations, 2016

2015

Study on Meta-Learning Approach Application in Rank Aggregation Algorithm Selection.

Alexey Zabashta, Ivan Smetannikov, Andrey Filchenkov

Proceedings of the 2015 International Workshop on Meta-Learning and Algorithm Selection co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases 2015 (ECMLPKDD 2015), 2015

PCA-based algorithm for feature score measures ensemble construction.

Andrey Filchenkov, Vladislav Dolganov, Ivan Smetannikov

Proceedings of the 23rd European Symposium on Artificial Neural Networks, 2015