Сметанников Иван Борисович

Статья

Pilnenskiy N., Smetannikov I. Feature selection algorithms as one of the python data analytical tools. Future internet. 2020. Vol. 12. No. 3. pp. 54.

Статья

Smetannikov I., Bogacheva E., Татаренко Ф. Predicting Vocational Personality Type from Socio-demographic Features Using Machine Learning Methods. Proceedings of the 2nd International Conference on Algorithms, Machine Learning and Signal Processing Shenzhen, China November 18-20, 2020. 2020. pp. In press.

Статья

Filchenkov A., Oreshin S., Petrusha P., Krasheninnikov E., Panfilov A., Glukhov I., Kaliberda I.E., Masalskii D.V., Serdyukov A.A., Kazakovtcev V.L., Khlopotov M.V., Podolenchuk T.K., Smetannikov I., Kozlova D. Implementing a Machine Learning Approach to Predicting Students' Academic Outcomes. Proceedings of the 2nd International Conference on Algorithms, Machine Learning and Signal Processing Shenzhen, China November 18-20, 2020. 2020. pp. 1-7.

Статья

Smetannikov I., Pilnenskiy N. BagMeLiF: stable boosting-based hybrid-ensemble feature selection algorithm for high-dimensional data. Proceedings of the 2nd International Conference on Algorithms, Machine Learning and Signal Processing Shenzhen, China November 18-20, 2020. 2020. pp. In press.

Статья

Smetannikov I., Wang X., Zhang S. Fiction Popularity Prediction Based on Emotion Analysis. Proceedings of the 2nd International Conference on Algorithms, Machine Learning and Signal Processing Shenzhen, China November 18-20, 2020. 2020. pp. In press.

Статья

Smetannikov I., Mehta S. Finding the Blank with Sequence Labeling for English Learning. Proceedings of the 2nd International Conference on Algorithms, Machine Learning and Signal Processing Shenzhen, China November 18-20, 2020. 2020. pp. In press.

Статья

Smetannikov I., Guan W., Man T. Survey on Automatic Text Summarization and Transformer Models Applicability. Proceedings of the 2nd International Conference on Algorithms, Machine Learning and Signal Processing Shenzhen, China November 18-20, 2020. 2020. pp. In press.

Статья

Khanzhina N., Smetannikov I., Filchenkov A., Цай А. Regularization of Autoencoders for Bank Clients Profiling Based on Financial Transactions. Risks. 2020. pp. в печати.

Статья

Муравьёв С.Б., Ефимова В.А., Шаламов В.В., Фильченков А.А., Сметанников И.Б. Автоматическая настройка гиперпараметоров алгоритмов кластеризации с помощью обучения с подкреплением. Научно-технический вестник информационных технологий, механики и оптики [Scientific and Technical Journal of Information Technologies, Mechanics and Optics]. 2019. Т. 19. № 3(121). С. 508-515.

Статья

Pilnenskiy N., Smetannikov I. Modern implementations of feature selection algorithms and their perspectives. Proceedings of the 25th Conference of Open Innovations Association FRUCT. 2019. pp. 250-256.

Статья

Bogacheva E., Puchkovskaia A., Smetannikov I. Named Entity Recognition for Russian Historical Texts. ACM International Conference Proceeding Series. 2019. pp. 13-17.

Статья

Zabashta A., Muravyov S., Smetannikov I. Synthesis of Datasets with Specific Characteristics for the Clustering Problem. ACM International Conference Proceeding Series. 2019. pp. 43-47.

Статья

Grachev P., Bezborodov R., Smetannikov I., Filchenkov A. Exploring the relationship between the structural and the actual similarities of automata. ACM International Conference Proceeding Series. 2019. pp. 81-86.

Учебник, учебное пособие

Методические рекомендации по организации и проведению учебной практики обучающихся

Учебник, учебное пособие

Методические рекомендации по организации и проведению производственной практики обучающихся

Статья

Budkov S., Buraya K., Filchenkov A., Smetannikov I., Puchkovskaia A. RICH-CPL: Fact Extraction from Wikipedia-sized Corpora for Morphologically Rich Languages. Proceedings of the 23rd Conference of Open Innovations Association FRUCT. 2018. pp. 78-84.

Статья

Сметанников И.Б. Параллельный алгоритм выбора признаков на основе очереди с приоритетом. Научно-технический вестник информационных технологий, механики и оптики [Scientific and Technical Journal of Information Technologies, Mechanics and Optics]. 2017. Т. 17. № 4(110). С. 664-669.

Статья

Tanfilev I., Filchenkov A., Smetannikov I. Feature selection algorithm ensembling based on meta-learning. 10th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, CISP-BMEI 2017. 2017. pp. 1-6.

Статья

Grachev P., Lobanov I., Smetannikov I., Filchenkov A. Neural network for synthesizing deterministic finite automata. Procedia Computer Science. 2017. Vol. 119. pp. 73-82.

Статья

Isaev I., Smetannikov I. MeLiF+: Optimization of filter ensemble algorithm with parallel computing. IFIP Advances in Information and Communication Technology. 2016. Vol. 475. pp. 341-347.

Статья

Smetannikov I., Isaev I., Filchenkov A. New Approaches to Parallelization in Filters Aggregation Based Feature Selection Algorithms. Procedia Computer Science. 2016. Vol. 101. pp. 45-52.

Статья

Smetannikov I., Varlamov E., Filchenkov A. Swarm MeLiF: Feature selection with filter combination found via swarm intelligence. Advances in Intelligent Systems and Computing. 2016. Vol. 449. pp. 227-234.

Статья

Zabashta A., Smetannikov I., Filchenkov A. Rank aggregation algorithm selection meets feature selection. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2016. Vol. 9729. pp. 740-755.

Статья

Smetannikov I., Filchenkov A. MeLiF: Filter Ensemble Learning Algorithm for Gene Selection. Advanced Science Letters. 2016. Vol. 22. No. 10. pp. 2982-2986.

Статья

Танфильев И.Д., Сметанников И.Б. Агрегирование ранжирований результатов в задаче выбора подмножества атрибутов на основе мета-обучения. Международная конференция по мягким вычислениям и измерениям. 2015. Т. 1. № Секции 1-3. С. 91-94.

Статья

Zabashta A., Smetannikov I., Filchenkov A. Study on meta-learning approach application in rank aggregation algorithm selection. CEUR Workshop Proceedings. 2015. Vol. 1455. pp. 115-117.

Тезисы

PCA-based algorithm for constructing ensembles of feature ranking filters

Статья

Сметанников И.Б., Долганов В.О., Фильченков А.А. Свидетельство о регистрации программы для ЭВМ №20156159 от 27.05.2015. не указано. 2015.

Статья

Filchenkov A., Dolganov V., Smetannikov I. PCA-based algorithm for constructing ensembles of feature ranking filters. 23rd European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2015 - Proceedings. 2015. pp. 201-206.