Ekaterina Merkurjev

25 papers B 1Journal 23

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A General Framework for Group Sparsity in Hyperspectral Unmixing Using Endmember Bundles. J. Math. Imaging Vis. Gokul Bhusal, Yifei Lou, Cristina Garcia-Cardona, Ekaterina Merkurjev
2026	J	`jnl`	MALADY: Multiclass Active Learning With Auction Dynamics on Graphs. IEEE Trans. Artif. Intell. Gokul Bhusal, Kevin S. Miller, Ekaterina Merkurjev
2025	J	`jnl`	A General Framework for Group Sparsity in Hyperspectral Unmixing Using Endmember Bundles. CoRR Gokul Bhusal, Yifei Lou, Cristina Garcia-Cardona, Ekaterina Merkurjev
2024	J	`jnl`	Detection and tracking of gas plumes in LWIR hyperspectral video sequence data. CoRR Torin Gerhart, Justin Sunu, Ekaterina Merkurjev, Jen-Mei Chang, Jérôme Gilles, Andrea L. Bertozzi
2024	J	`jnl`	Efficient graph-based spectral techniques for data with few labeled samples. Int. J. Data Sci. Anal. Ekaterina Merkurjev
2024	J	`jnl`	Graph-Based Bidirectional Transformer Decision Threshold Adjustment Algorithm for Class-Imbalanced Molecular Data. CoRR Nicole Hayes, Ekaterina Merkurjev, Guo-Wei Wei
2024	J	`jnl`	MALADY: Multiclass Active Learning with Auction Dynamics on Graphs. CoRR Gokul Bhusal, Kevin Miller, Ekaterina Merkurjev
2024	J	`jnl`	Persistent Laplacian-enhanced algorithm for scarcely labeled data classification. Mach. Learn. Gokul Bhusal, Ekaterina Merkurjev, Guo-Wei Wei
2023	J	`jnl`	Integrating transformer and autoencoder techniques with spectral graph algorithms for the prediction of scarcely labeled molecular data. Comput. Biol. Medicine Nicole Hayes, Ekaterina Merkurjev, Guo-Wei Wei
2023	J	`jnl`	Multiscale laplacian learning. Appl. Intell. Ekaterina Merkurjev, Duc Duy Nguyen, Guowei Wei
2023	J	`jnl`	Persistent Laplacian-enhanced Algorithm for Scarcely Labeled Data Classification. CoRR Gokul Bhusal, Ekaterina Merkurjev, Guo-Wei Wei
2023	J	`jnl`	Similarity graph-based max-flow and duality approaches for semi-supervised data classification and image segmentation. Int. J. Mach. Learn. Cybern. Ekaterina Merkurjev
2022	J	`jnl`	Integrating Transformer and Autoencoder Techniques with Spectral Graph Algorithms for the Prediction of Scarcely Labeled Molecular Data. CoRR Nicole Hayes, Ekaterina Merkurjev, Guo-Wei Wei
2021	J	`jnl`	A graphical approach for multiclass classification and for correcting the labeling errors in mislabeled training data. Intell. Data Anal. Ekaterina Merkurjev
2021	J	`jnl`	Multiscale Laplacian Learning. CoRR Ekaterina Merkurjev, Duc Duy Nguyen, Guo-Wei Wei
2020	J	`jnl`	A fast graph-based data classification method with applications to 3D sensory data in the form of point clouds. Pattern Recognit. Lett. Ekaterina Merkurjev
2018	J	`jnl`	Auction dynamics: A volume constrained MBO scheme. J. Comput. Phys. Matt Jacobs, Ekaterina Merkurjev, Selim Esedoglu
2017	J	`jnl`	Convex Variational Methods on Graphs for Multiclass Segmentation of High-Dimensional Data and Point Clouds. J. Math. Imaging Vis. Egil Bae, Ekaterina Merkurjev
2017	J	`jnl`	Hyperspectral Image Classification Using Graph Clustering Methods. Image Process. Line Zhaoyi Meng, Ekaterina Merkurjev, Alice Koniges, Andrea L. Bertozzi
2015	J	`jnl`	Global Binary Optimization on Graphs for Classification of High-Dimensional Data. J. Math. Imaging Vis. Ekaterina Merkurjev, Egil Bae, Andrea L. Bertozzi, Xue-Cheng Tai
2015	—	`—`	Variational and PDE-based methods for big data analysis, classification and image processing using graphs. Ekaterina Merkurjev
2014	J	`jnl`	Diffuse interface methods for multiclass segmentation of high-dimensional data. Appl. Math. Lett. Ekaterina Merkurjev, Cristina Garcia-Cardona, Andrea L. Bertozzi, Arjuna Flenner, Allon G. Percus
2014	B	`conf`	Graph MBO method for multiclass segmentation of hyperspectral stand-off detection video. ICIP Ekaterina Merkurjev, Justin Sunu, Andrea L. Bertozzi
2014	J	`jnl`	Multiclass Data Segmentation Using Diffuse Interface Methods on Graphs. IEEE Trans. Pattern Anal. Mach. Intell. Cristina Garcia-Cardona, Ekaterina Merkurjev, Andrea L. Bertozzi, Arjuna Flenner, Allon G. Percus
2013	J	`jnl`	An MBO Scheme on Graphs for Classification and Image Processing. SIAM J. Imaging Sci. Ekaterina Merkurjev, Tijana Kostic, Andrea L. Bertozzi