Alexey Zabashta

Publication Activity (10 Years)

Years Active: 2015-2021
Publications (10 Years): 8

Top Topics

Quality Improvement

Associative Classifiers

Rank Aggregation

Top Venues

MetaSel@PKDD/ECML

AutoML@PKDD/ECML

Publications

Dmitry Krylov, Semen Poliakov, Natalia Khanzhina, Alexey Zabashta, Andrey Filchenkov, Aleksandr Farseev
Improving Multimodal Data Labeling with Deep Active Learning for Post Classification in Social Networks. MULL @ ACM Multimedia (2021)
Gleb Drozdov, Alexey Zabashta, Andrey Filchenkov
Graph Convolutional Network Based Generative Adversarial Networks for the Algorithm Selection Problem in Classification. CCRIS (2020)
Ilya Sahipov, Alexey Zabashta, Andrey Filchenkov
Stabilization of Dataset Matrix Form for Classification Dataset Generation and Algorithm Selection. IDEAL (2) (2020)
Alexey Zabashta, Andrey Filchenkov
Active Dataset Generation for Meta-learning System Quality Improvement. IDEAL (1) (2019)
Ilya Kachalsky, Alexey Zabashta, Andrey Filchenkov, Georgiy Korneev
Generating Datasets for Classification Task and Predicting Best Classifiers with Conditional Generative Adversarial Networks. ICAAI (2019)
Alexey Zabashta, Sergey Muravyov, Ivan Smetannikov
Synthesis of Datasets with Specific Characteristics for the Clustering Problem. CSAI (2019)
Alexey Zabashta, Andrey Filchenkov
NDSE: Instance Generation for Classification by Given Meta-Feature Description. AutoML@PKDD/ECML (2017)
Alexey Zabashta, Ivan Smetannikov, Andrey Filchenkov
Rank Aggregation Algorithm Selection Meets Feature Selection. MLDM (2016)
Alexey Zabashta, Ivan Smetannikov, Andrey Filchenkov
Study on Meta-Learning Approach Application in Rank Aggregation Algorithm Selection. MetaSel@PKDD/ECML (2015)