Concepedia

Ekaterina Merkurjev

EM

13

Publications

568

Citations

11

H-Index

2013

Active since

Affiliations

University of California, Los Angeles(Current)

Michigan State University

California State University, Long Beach

University of California San Diego

Claremont Graduate University

Ekaterina Merkurjev is an author at University of California, Los Angeles specializing in engineering, data science, and pattern recognition.

Top concepts

EngineeringData SciencePattern RecognitionImage AnalysisComputer ScienceMachine LearningGraph TheoryData MiningComputer VisionKnowledge Discovery

Publications per year

2013–2022

13

Publications

13

Multiclass Data Segmentation Using Diffuse Interface Methods on Graphs

Cristina García–Cardona, Ekaterina Merkurjev, Andrea L. Bertozzi et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2014 · 118 citations

Graph Sparsity, Engineering, Machine Learning +18

An MBO Scheme on Graphs for Classification and Image Processing

Ekaterina Merkurjev, Tijana Kostić, Andrea L. Bertozzi · SIAM Journal on Imaging Sciences · 2013 · 114 citations

Spectral Theory, Geometric Learning, Graph Sparsity +24

Auction dynamics: A volume constrained MBO scheme

Matt Jacobs, Ekaterina Merkurjev, Selim Esedoḡlu · Journal of Computational Physics · 2017 · 54 citations

Mathematical Programming, Electronic Auction, Engineering +8

Diffuse interface methods for multiclass segmentation of high-dimensional data

Ekaterina Merkurjev, Cristina García–Cardona, Andrea L. Bertozzi et al. · Applied Mathematics Letters · 2014 · 47 citations

Machine Vision, Image Analysis, Data Science +9

Graph MBO method for multiclass segmentation of hyperspectral stand-off detection video

Ekaterina Merkurjev, Justin Sunu, Andrea L. Bertozzi · 2014 · 45 citations

Engineering, Multispectral Imaging, Graph Mbo Method +17

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