Ekaterina Merkurjev
Orcid: 0000-0002-2489-8332
According to our database1,
Ekaterina Merkurjev
authored at least 16 papers
between 2013 and 2024.
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Bibliography
2024
Graph-Based Bidirectional Transformer Decision Threshold Adjustment Algorithm for Class-Imbalanced Molecular Data.
CoRR, 2024
2023
Similarity graph-based max-flow and duality approaches for semi-supervised data classification and image segmentation.
Int. J. Mach. Learn. Cybern., December, 2023
Integrating transformer and autoencoder techniques with spectral graph algorithms for the prediction of scarcely labeled molecular data.
Comput. Biol. Medicine, February, 2023
CoRR, 2023
2021
A graphical approach for multiclass classification and for correcting the labeling errors in mislabeled training data.
Intell. Data Anal., 2021
2020
A fast graph-based data classification method with applications to 3D sensory data in the form of point clouds.
Pattern Recognit. Lett., 2020
2018
2017
Convex Variational Methods on Graphs for Multiclass Segmentation of High-Dimensional Data and Point Clouds.
J. Math. Imaging Vis., 2017
Image Process. Line, 2017
2015
Variational and PDE-based methods for big data analysis, classification and image processing using graphs.
PhD thesis, 2015
J. Math. Imaging Vis., 2015
2014
IEEE Trans. Pattern Anal. Mach. Intell., 2014
Appl. Math. Lett., 2014
Graph MBO method for multiclass segmentation of hyperspectral stand-off detection video.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
2013
SIAM J. Imaging Sci., 2013