E. Merkurjev

发表

AN MBO SCHEME ON GRAPHS FOR SEGMENTATION AND IMAGE PROCESSING

A. Bertozzi, E. Merkurjev, Tijana Kostic, 2012 .

Fast Multiclass Segmentation using Diffuse Interface Methods on Graphs

Arjuna Flenner, Andrea L. Bertozzi, Cristina Garcia-Cardona, 2013 .

Modified Cheeger and ratio cut methods using the Ginzburg–Landau functional for classification of high-dimensional data

Kristina Lerman, Andrea L. Bertozzi, Ekaterina Merkurjev, 2017 .

Asymptotics for Optimal Design Problems for the Schrödinger Equation with a Potential

E. Merkurjev, Alden Waters, 2018, Journal of Optimization.

Research Announcement: Di use Interface Methods for Multiclass Segmentation of High-Dimensional Data

A. Percus, A. Bertozzi, E. Merkurjev, 2014 .

Tracking Crime Hotspots

E. Merkurjev, T. Askham, C. Falcon, 2008 .

Integrating Transformer and Autoencoder Techniques with Spectral Graph Algorithms for the Prediction of Scarcely Labeled Molecular Data

E. Merkurjev, Nicole K. Hayes, Guo-Wei Wei, 2022, 2211.06759.

Diffuse interface methods for multiclass segmentation of high-dimensional data

A. Percus, A. Bertozzi, E. Merkurjev, 2014, Appl. Math. Lett..

Integrating Transformer and Autoencoder Techniques with Spectral Graph Algorithms for the Prediction of Scarcely Labeled Molecular Data

E. Merkurjev, Nicole K. Hayes, Guo-Wei Wei, 2022, Comput. Biol. Medicine.

Graph-based optimization approaches for machine learning, uncertainty quantification and networks

Andrea L. Bertozzi, Ekaterina Merkurjev, A. Bertozzi, 2019, Handbook of Numerical Analysis.

Auction dynamics: A volume constrained MBO scheme

Selim Esedoglu, Ekaterina Merkurjev, Matt Jacobs, 2018, J. Comput. Phys..

Hyperspectral Image Classiﬁcation Using Graph Clustering Methods

Alice Koniges, Andrea L. Bertozzi, Zhaoyi Meng, 2022 .

Convex Variational Methods on Graphs for Multiclass Segmentation of High-Dimensional Data and Point Clouds

Ekaterina Merkurjev, Egil Bae, Egil Bae, 2016, Journal of Mathematical Imaging and Vision.

Global Binary Optimization on Graphs for Classification of High-Dimensional Data

Xue-Cheng Tai, Andrea L. Bertozzi, Ekaterina Merkurjev, 2015, Journal of Mathematical Imaging and Vision.

Variational and PDE-based methods for big data analysis, classification and image processing using graphs

Ekaterina Merkurjev, E. Merkurjev, 2015 .

Multiclass Data Segmentation Using Diffuse Interface Methods on Graphs

Arjuna Flenner, Andrea L. Bertozzi, Cristina Garcia-Cardona, 2013, IEEE Transactions on Pattern Analysis and Machine Intelligence.

An MBO Scheme on Graphs for Classification and Image Processing

Andrea L. Bertozzi, Ekaterina Merkurjev, Tijana Kostic, 2013, SIAM J. Imaging Sci..

Announcement : Di ff use Interface Methods for Multiclass Segmentation of High-Dimensional Data

Arjuna Flenner, Andrea L. Bertozzi, Cristina Garcia-Cardona, 2014 .

A graphical approach for multiclass classification and for correcting the labeling errors in mislabeled training data

Ekaterina Merkurjev, E. Merkurjev, 2021, Intell. Data Anal..

Convex variational methods for multiclass data segmentation on graphs

Egil Bae, E. Merkurjev, 2016 .

A fast graph-based data classification method with applications to 3D sensory data in the form of point clouds

Ekaterina Merkurjev, E. Merkurjev, 2020, Pattern Recognit. Lett..

Multiscale laplacian learning pdf

Ekaterina Merkurjev, Duc DUy Nguyen, Guo-Wei Wei, 2021, Applied Intelligence.

Machine Learning Methods for Small Data Challenges in Molecular Science.

J. Liu, Long Chen, E. Merkurjev, 2023, Chemical reviews.

Detection and tracking of gas plumes in LWIR hyperspectral video sequence data

Andrea L. Bertozzi, Justin Sunu, Jérôme Gilles, 2013, Defense, Security, and Sensing.

Efficient graph-based spectral techniques for data with few labeled samples

E. Merkurjev, 2023, International Journal of Data Science and Analytics.

E. Merkurjev, 2023, International Journal of Machine Learning and Cybernetics.

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

Andrea L. Bertozzi, Justin Sunu, Ekaterina Merkurjev, 2014, 2014 IEEE International Conference on Image Processing (ICIP).

Hyperspectral Image Classification Using Graph Clustering Methods

A. Bertozzi, A. Koniges, E. Merkurjev, 2017, Image Process. Line.