Natalia Semenova

According to our database, Natalia Semenova authored at least 16 papers between 2021 and 2024.

Collaborative distances:

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

2024

Gct-TTE: graph convolutional transformer for travel time estimation.

Vladimir Mashurov, Vaagn Chopuryan, Vadim Porvatov, Arseny Ivanov, Natalia Semenova

J. Big Data, December, 2024

ImgAdaPoinTr: Improving Point Cloud Completion via Images and Segmentation.

Vaagn Chopuryan, Mikhail Kuznetsov, Vasilii Latonov, Natalia Semenova

Proceedings of the 19th International Joint Conference on Computer Vision, 2024

Biomedical Entity Representation with Graph-Augmented Multi-Objective Transformer.

Andrey Sakhovskiy, Natalia Semenova, Artur Kadurin, Elena Tutubalina

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024

From Variability to Stability: Advancing RecSys Benchmarking Practices.

Valeriy Shevchenko, Nikita Belousov, Alexey Vasilev, Vladimir Zholobov, Artyom Sosedka, Natalia Semenova, Anna Volodkevich, Andrey V. Savchenko, Alexey Zaytsev

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Topological and Node Noise Filtering on 3D Meshes Using Graph Neural Networks (Student Abstract).

Vladimir Mashurov, Natalia Semenova

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

GCT-TTE: Graph Convolutional Transformer for Travel Time Estimation.

Vladimir Mashurov, Vaagn Chopurian, Vadim Porvatov, Arseny Ivanov, Natalia Semenova

CoRR, 2023

Revising deep learning methods in parking lot occupancy detection.

Anastasia Martynova, Mikhail Kuznetsov, Vadim Porvatov, Vladislav Tishin, Andrey Kuznetsov, Natalia Semenova, Ksenia Kuznetsova

CoRR, 2023

Noise impact on recurrent neural network with linear activation function.

V. M. Moskvitin, Natalia Semenova

CoRR, 2023

Solving Vector Optimization Problems on Combinatorial Configurations With Fuzzily Specified Data.

Natalia Semenova, Liudmyla Koliechkina, Viktor Koliechkin

Proceedings of the Selected Papers of the III International Scientific Symposium "Intelligent Solutions" (IntSol-2023). Symposium Proceedings Kyiv - Uzhhorod, Ukraine, September 27-28, 2023., Kyiv, 2023

Graph-Enriched Biomedical Entity Representation Transformer.

Andrey Sakhovskiy, Natalia Semenova, Artur Kadurin, Elena Tutubalina

Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2023

2022

Corporate governance performance ratings with machine learning.

Jan Svanberg, Tohid Ardeshiri, Isak Samsten, Peter Öhman, Presha E. Neidermeyer, Tarek Rana, Natalia Semenova, Mats Danielson

Intell. Syst. Account. Finance Manag., 2022

Logistics, Graphs, and Transformers: Towards Improving Travel Time Estimation.

Natalia Semenova, Vadim Porvatov, Vladislav Tishin, Artyom Sosedka, Vladislav Zamkovoy

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

Optimization of Salvia Officinalis L. Cultivation Using UV LEDs in Total Control Environment Agriculture.

Natalia Semenova, A. Ivanitskikh, Alexander Smirnov, Yuri Proshkin, Dmitry Burynin, N. Uyutova, Vladimir Panchenko

ICO, 2022

Transformer-based classification of premise in tweets related to COVID-19.

Vadim Porvatov, Natalia Semenova

Proceedings of The Seventh Workshop on Social Media Mining for Health Applications, 2022

2021

Many Heads but One Brain: an Overview of Fusion Brain Challenge on AI Journey 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

CoRR, 2021

Hybrid Graph Embedding Techniques in Estimated Time of Arrival Task.

Vadim Porvatov, Natalia Semenova, Andrey Chertok

Proceedings of the Complex Networks & Their Applications X - Volume 2, Proceedings of the Tenth International Conference on Complex Networks and Their Applications COMPLEX NETWORKS 2021, Madrid, Spain, November 30, 2021