Natalia Semenova

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 17

Top Topics

Graph Embedding

Traffic Conditions

Machine Learning

Top Venues

Publications

Valeriy Shevchenko, Nikita Belousov, Alexey Vasilev, Vladimir Zholobov, Artyom Sosedka, Natalia Semenova, Anna Volodkevich, Andrey Savchenko, Alexey Zaytsev
From Variability to Stability: Advancing RecSys Benchmarking Practices. CoRR (2024)
Vladimir Mashurov, Natalia Semenova
Topological and Node Noise Filtering on 3D Meshes Using Graph Neural Networks (Student Abstract). AAAI (2024)
Valeriy Shevchenko, Nikita Belousov, Alexey Vasilev, Vladimir Zholobov, Artyom Sosedka, Natalia Semenova, Anna Volodkevich, Andrey Savchenko, Alexey Zaytsev
From Variability to Stability: Advancing RecSys Benchmarking Practices. KDD (2024)
Vaagn Chopuryan, Mikhail Kuznetsov, Vasilii Latonov, Natalia Semenova
ImgAdaPoinTr: Improving Point Cloud Completion via Images and Segmentation. VISIGRAPP (4): VISAPP (2024)
Vladimir Mashurov, Vaagn Chopuryan, Vadim Porvatov, Arseny Ivanov, Natalia Semenova
Gct-TTE: graph convolutional transformer for travel time estimation. J. Big Data 11 (1) (2024)
Anastasia Martynova, Mikhail Kuznetsov, Vadim Porvatov, Vladislav Tishin, Andrey Kuznetsov, Natalia Semenova, Ksenia Kuznetsova
Revising deep learning methods in parking lot occupancy detection. CoRR (2023)
Andrey Sakhovskiy, Natalia Semenova, Artur Kadurin, Elena Tutubalina
Graph-Enriched Biomedical Entity Representation Transformer. CLEF (2023)
Vladimir Mashurov, Vaagn Chopurian, Vadim Porvatov, Arseny Ivanov, Natalia Semenova
GCT-TTE: Graph Convolutional Transformer for Travel Time Estimation. CoRR (2023)
Natalia Semenova, Liudmyla Koliechkina, Viktor Koliechkin
Solving Vector Optimization Problems on Combinatorial Configurations With Fuzzily Specified Data. IntSol (2023)
Jan Svanberg, Tohid Ardeshiri, Isak Samsten, Peter Öhman, Presha E. Neidermeyer, Tarek Rana, Natalia Semenova, Mats Danielson
Corporate governance performance ratings with machine learning. Intell. Syst. Account. Finance Manag. 29 (1) (2022)
Vadim Porvatov, Natalia Semenova
Transformer-based classification of premise in tweets related to COVID-19. CoRR (2022)
Natalia Semenova, Vadim Porvatov, Vladislav Tishin, Artyom Sosedka, Vladislav Zamkovoy
Logistics, Graphs, and Transformers: Towards improving Travel Time Estimation. CoRR (2022)
Natalia Semenova, Vadim Porvatov, Vladislav Tishin, Artyom Sosedka, Vladislav Zamkovoy
Logistics, Graphs, and Transformers: Towards Improving Travel Time Estimation. ECML/PKDD (6) (2022)
Vadim Porvatov, Natalia Semenova
Transformer-based classification of premise in tweets related to COVID-19. SMM4H@COLING (2022)
Vadim Porvatov, Natalia Semenova, Andrey Chertok
Hybrid Graph Embedding Techniques in Estimated Time of Arrival Task. CoRR (2021)
Daria Bakshandaeva, Denis Dimitrov, Alex Shonenkov, Mark Potanin, Vladimir Arkhipkin, Denis Karachev, Vera Davydova, Anton Voronov, Mikhail Martynov, Natalia Semenova, Mikhail Stepnov, Elena Tutubalina, Andrey Chertok, Aleksandr Petiushko
Many Heads but One Brain: an Overview of Fusion Brain Challenge on AI Journey 2021. CoRR (2021)
Vadim Porvatov, Natalia Semenova, Andrey Chertok
Hybrid Graph Embedding Techniques in Estimated Time of Arrival Task. COMPLEX NETWORKS (2021)