Лучшие научные публикации и доклады
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ICASSP 2024
Категория: А*
2024
Axyonov A. et al. Audio-Visual Speech Recognition In-The-Wild: Multi-Angle Vehicle Cabin Corpus and Attention-Based Method //ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). – IEEE, 2024. – С. 8195-8199.
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AAAI
Категория: А*
2024
Borisova J., Nikitin N. O. Surrogate Modelling for Sea Ice Concentration using Lightweight Neural Ensemble //arXiv preprint arXiv:2312.04330. – 2023.
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CEC
Категория: А*
2024
Borisova J., Nikitin N. O. Lightweight Neural Ensemble Approach for Arctic Sea Ice Forecasting //2024 IEEE Congress on Evolutionary Computation (CEC). – IEEE, 2024. – С. 1-8.
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IROS
Категория: А*
2024
Rakshin E. A. et al. Parametric Synthesis of Compliant Joints for Impact-Robust Shaftless Leg Mechanisms.
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AAAI
Категория: А*
2024
Automated Design of Graph-based Models and Structures using Modular Evolutionary Framework
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AAAI
Категория: А*
2024
Topological Feature Generation in Automated Machine Learning for Time Series Forecasting
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AAAI
Категория: А*
2024
Can Evolutionary Algorithms Conditionally Generate Attributed Graphs?
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AAAI
Категория: А*
2024
Benchmarking of Graph Structure Preserving Loss Functions for Unsupervised Node Representation Learning
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CEC
Категория: А*
2024
Getmanov A., Nikitin N. O. Evolutionary Automated Machine Learning for Light-Weight Multi-Modal Pipelines //2024 IEEE Congress on Evolutionary Computation (CEC). – IEEE, 2024. – С. 1-8.
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CEC
Категория: А*
2024
Pavlenko A., Semenov A. Using Island Model in Asynchronous Evolutionary Strategy to Search for Backdoors for SAT //2024 IEEE Congress on Evolutionary Computation (CEC). – IEEE, 2024. – С. 1-7
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IROS
Категория: А*
2024
Ryumina E., Ryumin D., Karpov A. OCEAN-AI: Open Multimodal Framework for Personality Traits Assessment and HR-Processes Automatization //Proc. Interspeech 2024. – 2024. – С. 3630-3631.
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Smart Cities
Категория: Q1
2024
Zakharov K. et al. Forecasting Population Migration in Small Settlements Using Generative Models under Conditions of Data Scarcity //Smart Cities. – 2024. – Т. 7. – №. 5. – С. 2495-2513.
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Expert Systems with Applications
Категория: Q1
2024
Ryumin D. et al. Audio–visual speech recognition based on regulated transformer and spatio–temporal fusion strategy for driver assistive systems //Expert Systems with Applications. – 2024. – Т. 252. – С. 124159.
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Pattern Recognition Letters
Категория: Q1
2024
Ryumina E. et al. Gated Siamese Fusion Network based on multimodal deep and hand-crafted features for personality traits assessment //Pattern Recognition Letters. – 2024. – Т. 185. – С. 45-51.
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Knowledge-based systems
Категория: Q1
2024
Nikitin N. O. et al. Integration of evolutionary automated machine learning with structural sensitivity analysis for composite pipelines //Knowledge-Based Systems. – 2024. – Т. 302. – С. 112363.
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Smart Cities
Категория: Q1
2024
Kovalchuk M. A. et al. SemConvTree: semantic convolutional quadtrees for multi-scale event detection in Smart City //Smart Cities. – 2024. – Т. 7. – №. 5. – С. 2763-2780.