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Publication search results
found 36 matches
- 2024
- Valeriy Shevchenko, Aleksandr Lukashevich, Daria Taniushkina, Alexander Bulkin, Roland Grinis, Kirill Kovalev, Veronika Narozhnaia, Nazar Sotiriadi, Alexander Krenke, Yury Maximov:
Climate Change Impact on Agricultural Land Suitability: An Interpretable Machine Learning-Based Eurasia Case Study. IEEE Access 12: 15748-15763 (2024) - Kevin Kögler, Alexander Shevchenko, Hamed Hassani, Marco Mondelli:
Compression of Structured Data with Autoencoders: Provable Benefit of Nonlinearities and Depth. CoRR abs/2402.05013 (2024) - Hemanth Saratchandran, Sameera Ramasinghe, Violetta Shevchenko, Alexander Long, Simon Lucey:
A Sampling Theory Perspective on Activations for Implicit Neural Representations. CoRR abs/2402.05427 (2024) - 2023
- Valeriy Shevchenko, Daria Taniushkina, Aleksandr Lukashevich, Aleksander Bulkin, Roland Grinis, Kirill Kovalev, Veronika Narozhnaia, Nazar Sotiriadi, Alexander Krenke, Yury Maximov:
Climate Change Impact on Agricultural Land Suitability: An Interpretable Machine Learning-Based Eurasia Case Study. CoRR abs/2310.15912 (2023) - 2022
- Alexander P. Shevchenko, Michail I. Smolkov, Junjie Wang, Vladislav A. Blatov:
Mining Knowledge from Crystal Structures: Oxidation States of Oxygen-Coordinated Metal Atoms in Ionic and Coordination Compounds. J. Chem. Inf. Model. 62(10): 2332-2340 (2022) - Alexander Shevchenko, Vyacheslav Kungurtsev, Marco Mondelli:
Mean-field Analysis of Piecewise Linear Solutions for Wide ReLU Networks. J. Mach. Learn. Res. 23: 130:1-130:55 (2022) - Andrey Shevchenko, Alisa Suyuncheva, Alexander V. Vartanov, Oleg Bronov:
Inner speech and external speech: phonemes, syllables and words. fMRI study. BICA*AI 2022: 136-143 - Gleb Danilov, Konstantin Kotik, Elena Shevchenko, Dmitriy Usachev, Michael Shifrin, Yuliya Strunina, Tatyana Tsukanova, Timur Ishankulov, Vasiliy Lukshin, Alexander Potapov:
Predicting the Length of Stay in Neurosurgery with RuGPT-3 Language Model. ICIMTH 2022: 555-558 - Denys Kovalenko, Alexander Shevchenko, Juergen Koeberlein-Kerler, Liudmyla V. Shtefan, Viktoriia Kovalska:
Didactic Adaptation of Medical Information for the Formation of Valeological Competence in Engineering and Pedagogical Training. ICL (2) 2022: 310-318 - Alexander Shevchenko, Kevin Kögler, Hamed Hassani, Marco Mondelli:
Fundamental Limits of Two-layer Autoencoders, and Achieving Them with Gradient Methods. CoRR abs/2212.13468 (2022) - 2021
- Anatoly Shevchenko, Alexander Sosnitsky:
Critical Problems in the Synthesis of Artificial Intelligence. CSIT (1) 2021: 80-83 - Valery Lipatnikov, Dmitry Saharov, Valery Tikhonov, Alexander Shevchenko, Anna Polyanicheva:
Security management in large-scale heterogeneous network systems based on intelligent information security services. ICFNDS 2021: 562-567 - Gleb Danilov, Konstantin Kotik, Elena Shevchenko, Dmitriy Usachev, Michael A. Shifrin, Yuliya Strunina, Tatyana Tsukanova, Timur Ishankulov, Vasiliy Lukshin, Alexander Potapov:
Length of Stay Prediction in Neurosurgery with Russian GPT-3 Language Model Compared to Human Expectations. ICIMTH 2021: 156-159 - Gleb Danilov, Vladislav Korolev, Michael Shifrin, Eugene Ilyushin, Narek Maloyan, Daniel Saada, Timur Ishankulov, Ramin Afandiev, Alexander Shevchenko, Tatyana Konakova, Tatyana Tsukanova, Svetlana Shugay, Igor Pronin, Alexander Potapov:
Noninvasive Glioma Grading with Deep Learning: A Pilot Study. MedInfo 2021: 675-678 - Alexander Shevchenko, Vyacheslav Kungurtsev, Marco Mondelli:
Mean-field Analysis of Piecewise Linear Solutions for Wide ReLU Networks. CoRR abs/2111.02278 (2021) - 2020
- Ivan I. Shevchenko, Guillaume Rollin, Alexander V. Melnikov, José Lages:
Massive evaluation and analysis of Poincaré recurrences on grids of initial data: A tool to map chaotic diffusion. Comput. Phys. Commun. 246 (2020) - Alexander Sosnitsky, Anatoly Shevchenko:
Application of the universal meta-formalism to substantiate and research intelligence properties. CMIS 2020: 245-265 - Anatoly Shevchenko, Alexander Sosnitsky:
Universal Meta-Definition of Intelligence. DESSERT 2020: 189-195 - Abdullayev Vugar Hacimahmud, Lyudmila N. Shapa, Vladimir Hahanov, Alexander Mishchenko, Olga Shevchenko, Svetlana Chumachenko, Eugenia Litvinova:
Big Data Critical Computing Based on the Similarity-Difference Metric. EWDTS 2020: 1-6 - Alexander Shevchenko, Marco Mondelli:
Landscape Connectivity and Dropout Stability of SGD Solutions for Over-parameterized Neural Networks. ICML 2020: 8773-8784 - Olga Pinchuk, Oleksandra Sokolyuk, Oleksandr Burov, Evgeniy Lavrov, Svitlana Shevchenko, Valeriia Aksakovska:
ICT for Training and Evaluation of the Solar Impact on Aviation Safety. ICTERI Workshops 2020: 786-792 - Oleksandr Burov, Svitlana Lytvynova, Evgeniy Lavrov, Yuliya Krylova-Grek, Olena Orliyk, Sergiy Petrenko, Svitlana Shevchenko, Oleksii M. Tkachenko:
Cybersecurity in Educational Networks. IHSI 2020: 359-364 - 2019
- Alexander Shevchenko, Marco Mondelli:
Landscape Connectivity and Dropout Stability of SGD Solutions for Over-parameterized Neural Networks. CoRR abs/1912.10095 (2019) - 2018
- Valery Gupalov, Alexander S. Kukaev, Sergey Yu. Shevchenko, Egor V. Shalymov, Vladimir Yu. Venediktov:
Physical Principles of a Piezo Accelerometer Sensitive to a Nearly Constant Signal. Sensors 18(10): 3258 (2018) - Sergey Yu. Shevchenko, Alexander S. Kukaev, Maria Khivrich, Dmitry Lukyanov:
Surface-Acoustic-Wave Sensor Design for Acceleration Measurement. Sensors 18(7): 2301 (2018) - Alexandr N. Belikov, Yuri I. Rogozov, Oksana V. Shevchenko:
Synthesis of the Life Cycle Stages of Information Systems Development. CSOS (1) 2018: 331-337 - Yury I. Rogozov, Jose Gregorio Bermdez Soto, Alexandr S. Sviridov, Yulia Lipko, Svetlana A. Belikova, Alexandr N. Belikov, Sergey Kucherov, Oksana V. Shevchenko, Elena Borisova, Aleksandr Egorov:
Texts Segmentation and Semantic Comparison: Method and Results of its Application. FRUCT 2018: 321-328 - 2015
- Alexander L. Pyayt, D. V. Shevchenko, Alexey P. Kozionov, Ilya I. Mokhov, Bernhard Lang, Valeria V. Krzhizhanovskaya, Peter M. A. Sloot:
Combining Data-driven Methods with Finite Element Analysis for Flood Early Warning Systems. ICCS 2015: 2347-2356 - 2014
- Dmitry Lukyanov, Sergey Yu. Shevchenko, Alexander S. Kukaev, E. Filippova, D. Safronov:
Micromechanical accelerometers based on surface acoustic waves. NORCHIP 2014: 1-4 - Dmitry Lukyanov, Sergey Yu. Shevchenko, Alexander S. Kukaev, A. Ivanov, R. Telichkin:
Micro rate gyroscopes based on surface acoustic waves. NORCHIP 2014: 1-4
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