Alexey Zabashta

According to our database, Alexey Zabashta authored at least 9 papers between 2015 and 2021.

Collaborative distances:

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

2021

Improving Multimodal Data Labeling with Deep Active Learning for Post Classification in Social Networks.

Dmitry Krylov, Semen Poliakov, Natalia Khanzhina, Alexey Zabashta, Andrey Filchenkov, Aleksandr Farseev

Proceedings of the MULL'21: Multimedia Understanding with Less Labeling on Multimedia Understanding with Less Labeling, 2021

2020

Stabilization of Dataset Matrix Form for Classification Dataset Generation and Algorithm Selection.

Ilya Sahipov, Alexey Zabashta, Andrey Filchenkov

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2020, 2020

Graph Convolutional Network Based Generative Adversarial Networks for the Algorithm Selection Problem in Classification.

Gleb Drozdov, Alexey Zabashta, Andrey Filchenkov

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

2019

Active Dataset Generation for Meta-learning System Quality Improvement.

Alexey Zabashta, Andrey Filchenkov

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2019, 2019

Generating Datasets for Classification Task and Predicting Best Classifiers with Conditional Generative Adversarial Networks.

Ilya Kachalsky, Alexey Zabashta, Andrey Filchenkov, Georgiy Korneev

Proceedings of the 3rd International Conference on Advances in Artificial Intelligence, 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

2017

NDSE: Instance Generation for Classification by Given Meta-Feature Description.

Alexey Zabashta, Andrey Filchenkov

Proceedings of the International Workshop on Automatic Selection, 2017

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

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