Ekaterina Merkurjev

ORCID

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 13

Top Venues

CoRR

J. Math. Imaging Vis.

ICIP

Appl. Math. Lett.

University of California, Los Angeles, USA (PHD)

Education History

University of California, Los Angeles, USA

PHD

Publications

Nicole Hayes, Ekaterina Merkurjev, Guo-Wei Wei
Graph-Based Bidirectional Transformer Decision Threshold Adjustment Algorithm for Class-Imbalanced Molecular Data. CoRR (2024)
Ekaterina Merkurjev
Efficient graph-based spectral techniques for data with few labeled samples. Int. J. Data Sci. Anal. 18 (2) (2024)
Ekaterina Merkurjev, Duc Duy Nguyen, Guowei Wei
Multiscale laplacian learning. Appl. Intell. 53 (12) (2023)
Nicole Hayes, Ekaterina Merkurjev, Guo-Wei Wei
Integrating transformer and autoencoder techniques with spectral graph algorithms for the prediction of scarcely labeled molecular data. Comput. Biol. Medicine 153 (2023)
Ekaterina Merkurjev
Similarity graph-based max-flow and duality approaches for semi-supervised data classification and image segmentation. Int. J. Mach. Learn. Cybern. 14 (12) (2023)
Gokul Bhusal, Ekaterina Merkurjev, Guo-Wei Wei
Persistent Laplacian-enhanced Algorithm for Scarcely Labeled Data Classification. CoRR (2023)
Nicole Hayes, Ekaterina Merkurjev, Guo-Wei Wei
Integrating Transformer and Autoencoder Techniques with Spectral Graph Algorithms for the Prediction of Scarcely Labeled Molecular Data. CoRR (2022)
Ekaterina Merkurjev, Duc Duy Nguyen, Guo-Wei Wei
Multiscale Laplacian Learning. CoRR (2021)
Ekaterina Merkurjev
A graphical approach for multiclass classification and for correcting the labeling errors in mislabeled training data. Intell. Data Anal. 25 (4) (2021)
Ekaterina Merkurjev
A fast graph-based data classification method with applications to 3D sensory data in the form of point clouds. Pattern Recognit. Lett. 136 (2020)
Matt Jacobs, Ekaterina Merkurjev, Selim Esedoglu
Auction dynamics: A volume constrained MBO scheme. J. Comput. Phys. 354 (2018)
Egil Bae, Ekaterina Merkurjev
Convex Variational Methods on Graphs for Multiclass Segmentation of High-Dimensional Data and Point Clouds. J. Math. Imaging Vis. 58 (3) (2017)
Zhaoyi Meng, Ekaterina Merkurjev, Alice Koniges, Andrea L. Bertozzi
Hyperspectral Image Classification Using Graph Clustering Methods. Image Process. Line 7 (2017)
Ekaterina Merkurjev, Egil Bae, Andrea L. Bertozzi, Xue-Cheng Tai
Global Binary Optimization on Graphs for Classification of High-Dimensional Data. J. Math. Imaging Vis. 52 (3) (2015)
Cristina Garcia-Cardona, Ekaterina Merkurjev, Andrea L. Bertozzi, Arjuna Flenner, Allon G. Percus
Multiclass Data Segmentation Using Diffuse Interface Methods on Graphs. IEEE Trans. Pattern Anal. Mach. Intell. 36 (8) (2014)
Ekaterina Merkurjev, Cristina Garcia-Cardona, Andrea L. Bertozzi, Arjuna Flenner, Allon G. Percus
Diffuse interface methods for multiclass segmentation of high-dimensional data. Appl. Math. Lett. 33 (2014)
Ekaterina Merkurjev, Justin Sunu, Andrea L. Bertozzi
Graph MBO method for multiclass segmentation of hyperspectral stand-off detection video. ICIP (2014)
Ekaterina Merkurjev, Tijana Kostic, Andrea L. Bertozzi
An MBO Scheme on Graphs for Classification and Image Processing. SIAM J. Imaging Sci. 6 (4) (2013)

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Publication Activity (10 Years)

Top Topics

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Ekaterina Merkurjev