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Merkurjev, Ekaterina
31
results:
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Online (31)
Mediatypes
Articles (Online) (13)
OpenAccess-fulltext (18)
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1
Similarity graph-based max-flow and duality approaches for ..:
Merkurjev, Ekaterina
International Journal of Machine Learning and Cybernetics. 14 (2023) 12 - p. 4285-4310 , 2023
Link:
https://doi.org/10.1007/..
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2
Efficient graph-based spectral techniques for data with few..:
Merkurjev, Ekaterina
International Journal of Data Science and Analytics. , 2023
Link:
https://doi.org/10.1007/..
?
3
Integrating transformer and autoencoder techniques with spe..:
Hayes, Nicole
;
Merkurjev, Ekaterina
;
Wei, Guo-Wei
Computers in Biology and Medicine. 153 (2023) - p. 106479 , 2023
Link:
https://doi.org/10.1016/..
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4
Machine Learning Methods for Small Data Challenges in Molec..:
Dou, Bozheng
;
Zhu, Zailiang
;
Merkurjev, Ekaterina
...
Chemical Reviews. 123 (2023) 13 - p. 8736-8780 , 2023
Link:
https://doi.org/10.1021/..
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5
Multiscale laplacian learning:
Merkurjev, Ekaterina
;
Nguyen, Duc Duy
;
Wei, Guo-Wei
Applied Intelligence. 53 (2022) 12 - p. 15727-15746 , 2022
Link:
https://doi.org/10.1007/..
?
6
A fast graph-based data classification method with applicat..:
Merkurjev, Ekaterina
Pattern Recognition Letters. 136 (2020) - p. 154-160 , 2020
Link:
https://doi.org/10.1016/..
?
7
Asymptotics for Optimal Design Problems for the Schrödinger..:
Waters, Alden
;
Merkurjev, Ekaterina
Journal of Optimization. 2018 (2018) - p. 1-16 , 2018
Link:
https://doi.org/10.1155/..
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8
Auction dynamics: A volume constrained MBO scheme:
Jacobs, Matt
;
Merkurjev, Ekaterina
;
Esedoḡlu, Selim
Journal of Computational Physics. 354 (2018) - p. 288-310 , 2018
Link:
https://doi.org/10.1016/..
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9
Convex Variational Methods on Graphs for Multiclass Segment..:
Bae, Egil
;
Merkurjev, Ekaterina
Journal of Mathematical Imaging and Vision. 58 (2017) 3 - p. 468-493 , 2017
Link:
https://doi.org/10.1007/..
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10
Global Binary Optimization on Graphs for Classification of ..:
Merkurjev, Ekaterina
;
Bae, Egil
;
Bertozzi, Andrea L.
.
Journal of Mathematical Imaging and Vision. 52 (2015) 3 - p. 414-435 , 2015
Link:
https://doi.org/10.1007/..
?
11
Multiclass Data Segmentation Using Diffuse Interface Method..:
Garcia-Cardona, Cristina
;
Merkurjev, Ekaterina
;
Bertozzi, Andrea L.
..
IEEE Transactions on Pattern Analysis and Machine Intelligence. 36 (2014) 8 - p. 1600-1613 , 2014
Link:
https://doi.org/10.1109/..
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12
Diffuse interface methods for multiclass segmentation of hi..:
Merkurjev, Ekaterina
;
Garcia-Cardona, Cristina
;
Bertozzi, Andrea L.
..
Applied Mathematics Letters. 33 (2014) - p. 29-34 , 2014
Link:
https://doi.org/10.1016/..
?
13
An MBO Scheme on Graphs for Classification and Image Proces..:
Merkurjev, Ekaterina
;
Kostić, Tijana
;
Bertozzi, Andrea L.
SIAM Journal on Imaging Sciences. 6 (2013) 4 - p. 1903-1930 , 2013
Link:
https://doi.org/10.1137/..
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14
Multiscale Laplacian Learning:
Merkurjev, Ekaterina
;
Nguyen, Duc Duy
;
Wei, Guo-Wei
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC10686291/. , 2023
Link:
http://www.ncbi.nlm.nih...
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15
Persistent Laplacian-enhanced Algorithm for Scarcely Labele..:
Bhusal, Gokul
;
Merkurjev, Ekaterina
;
Wei, Guo-Wei
http://arxiv.org/abs/2305.16239. , 2023
Link:
http://arxiv.org/abs/230..
1-15