| Spanning of meta-feature space for travelling salesman problem Y Abdrashitova, A Zabashta, A Filchenkov Procedia Computer Science 136, 174-182, 2018 | 5 | 2018 |
| Generating datasets for classification task and predicting best classifiers with conditional generative adversarial networks I Kachalsky, A Zabashta, A Filchenkov, G Korneev Proceedings of the 3rd International Conference on Advances in Artificial …, 2019 | 4 | 2019 |
| NDSE: Instance Generation for Classification by Given Meta-Feature Description. A Zabashta, A Filchenkov AutoML@ PKDD/ECML, 102-104, 2017 | 4 | 2017 |
| Study on Meta-Learning Approach Application in Rank Aggregation Algorithm Selection. A Zabashta, I Smetannikov, A Filchenkov MetaSel@ PKDD/ECML, 115-116, 2015 | 4 | 2015 |
| Graph convolutional network based generative adversarial networks for the algorithm selection problem in classification G Drozdov, A Zabashta, A Filchenkov Proceedings of the 2020 1st International Conference on Control, Robotics …, 2020 | 3 | 2020 |
| Rank aggregation algorithm selection meets feature selection A Zabashta, I Smetannikov, A Filchenkov Machine Learning and Data Mining in Pattern Recognition: 12th International …, 2016 | 3 | 2016 |
| Active dataset generation for meta-learning system quality improvement A Zabashta, A Filchenkov Intelligent Data Engineering and Automated Learning–IDEAL 2019: 20th …, 2019 | 2 | 2019 |
| Improving Multimodal Data Labeling with Deep Active Learning for Post Classification in Social Networks D Krylov, S Poliakov, N Khanzhina, A Zabashta, A Filchenkov, A Farseev Multimedia Understanding with Less Labeling on Multimedia Understanding with …, 2021 | 1 | 2021 |
| NDSE: Method for classification instance generation given meta-feature description A Zabashta, A Filchenkov AutoML Workshop, International Conference on Machine Learning, 2017 | 1 | 2017 |
| Stabilization of Dataset Matrix Form for Classification Dataset Generation and Algorithm Selection I Sahipov, A Zabashta, A Filchenkov Intelligent Data Engineering and Automated Learning–IDEAL 2020: 21st …, 2020 | | 2020 |
| Synthesis of Datasets with Specific Characteristics for the Clustering Problem A Zabashta, S Muravyov, I Smetannikov Proceedings of the 2019 3rd International Conference on Computer Science and …, 2019 | | 2019 |
| GENERATING DATASETS FOR THE BINARY CLASSIFICATION TASK BASED ON THEIR CHARACTERISTIC DESCRIPTIONS AS Zabashta, AA Filchenkov Nauchno-Tekhnicheskii Vestnik Informatsionnykh Tekhnologii, Mekhaniki i …, 2017 | | 2017 |
| Построения наборов данных для задачи бинарной классификации по их характеристическому описанию АС Забашта, АА Фильченков Научно-технический вестник информационных технологий, механики и оптики 17 …, 2017 | | 2017 |
Andrey FilchenkovHead of GO AI LabVerified email at itmo.ru
