Determining the orderliness of carbon materials with nanoparticle imaging and explainable machine learning
Kurbakov, Mikhail Yu, Sulimova, Valentina V, Kopylov, Andrei V, Seredin, Oleg S, Boiko, Daniil A, Galushko, Alexey S, Cherepanova, Vera A, Ananikov, Valentine P
Published in Nanoscale (18.07.2024)
Published in Nanoscale (18.07.2024)
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Journal Article
Automated Recognition of Nanoparticles in Electron Microscopy Images of Nanoscale Palladium Catalysts
Boiko, Daniil A., Sulimova, Valentina V., Kurbakov, Mikhail Yu, Kopylov, Andrei V., Seredin, Oleg S., Cherepanova, Vera A., Pentsak, Evgeniy O., Ananikov, Valentine P.
Published in Nanomaterials (Basel, Switzerland) (01.11.2022)
Published in Nanomaterials (Basel, Switzerland) (01.11.2022)
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Journal Article
Fast Approximate Decision of Large-Scale SVM-regression Problems
Makarova, Alexandra, Sulimova, Valentina
Published in 2021 International Conference on Information Technology and Nanotechnology (ITNT) (20.09.2021)
Published in 2021 International Conference on Information Technology and Nanotechnology (ITNT) (20.09.2021)
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Conference Proceeding
Finding the Largest Hypercavity in a Linear Data Space
Gubareva, Anna, Sulimova, Valentina, Seredin, Oleg, Larin, Alexander, Mottl, Vadim
Published in 2014 22nd International Conference on Pattern Recognition (01.08.2014)
Published in 2014 22nd International Conference on Pattern Recognition (01.08.2014)
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Conference Proceeding
High-Performing Training Large-Scale Binary Nonlinear SVMs Using Mean Decision Rule Method with Smart Sampling
Kurbakov, Mikhail, Kopylov, Andrey, Seredin, Oleg, Sulimova, Valentina
Published in 2022 VIII International Conference on Information Technology and Nanotechnology (ITNT) (23.05.2022)
Published in 2022 VIII International Conference on Information Technology and Nanotechnology (ITNT) (23.05.2022)
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Conference Proceeding
Quick breast cancer detection via classification of evoked EEG potentials in the mammologist's brain
Sulimova, Valentina, Windridge, David, Bukhonov, Sergey, Mottl, Vadim, Krasotkina, Olga
Published in 2019 International Multi-Conference on Engineering, Computer and Information Sciences (SIBIRCON) (01.10.2019)
Published in 2019 International Multi-Conference on Engineering, Computer and Information Sciences (SIBIRCON) (01.10.2019)
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Conference Proceeding
Signature verification based on fusion of on-line and off-line kernels
Mottl, V., Lange, M., Sulimova, V., Yermakov, A.
Published in 2008 19th International Conference on Pattern Recognition (01.12.2008)
Published in 2008 19th International Conference on Pattern Recognition (01.12.2008)
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Conference Proceeding
Computational Complexity of Dependence Estimation via Generalized Linear Models in Multidimensional Feature Spaces
Mottl, Vadim, Sulimova, Valentina, Krasotkina, Olga, Morozov, Alexey, Tatarchuk, Alexander, Pugach, Ilya
Published in 2019 International Multi-Conference on Engineering, Computer and Information Sciences (SIBIRCON) (01.10.2019)
Published in 2019 International Multi-Conference on Engineering, Computer and Information Sciences (SIBIRCON) (01.10.2019)
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Conference Proceeding
Application of the Multi-modal Relevance Vector Machine to the Problem of Protein Secondary Structure Prediction
Razin, Nikolay, Sungurov, Dmitry, Mottl, Vadim, Torshin, Ivan, Sulimova, Valentina, Seredin, Oleg, Windridge, David
Published in Pattern Recognition in Bioinformatics
Published in Pattern Recognition in Bioinformatics
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Book Chapter