Matthew Berger - Concepedia

Author

Matthew Berger

Vanderbilt University ORCID

Also Known As

Berger, Matthew, Berger, Michael, M. Berger, Matthew Berger, Matthew S. Berger, Matthew Scott Berger

Publications

489

Citations

H-Index

Concepts

All Affiliations

Vanderbilt University United States Air Force Research Laboratory University of Arizona

About

Matthew Berger is an author at Vanderbilt University specializing in engineering, data science, and machine learning.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	6	6	350
2	Data Science	5	5	340
3	Computer Science	4	4	256
4	Linguistics	1	1	84
5	Materials Science	1	1	10

Matthew Berger

Publications

400

Citations

H-Index

Page 1

	Year	Citations
On Time-Series Topological Data Analysis: New Data and Opportunities Lee M. Seversky, Shelby R. Davis, Matthew Berger EngineeringMachine LearningBiomedical Signal AnalysisTime-delay EmbeddingsData Science	2016	131
Compressive Neural Representations of Volumetric Scalar Fields Yahao Lu, Keran Jiang, Joshua A. Levine, Computer Graphics Forum Compressive Neural RepresentationsGeometric LearningEngineeringMachine LearningScalar Fields	2021	90
cite2vec: Citation-Driven Document Exploration via Word Embeddings Matthew Berger, Katherine McDonough, Lee M. Seversky IEEE Transactions on Visualization and Computer Graphics EngineeringVisualization (Graphics)Corpus LinguisticsText MiningWord Embeddings	2016	84
Classifying swarm behavior via compressive subspace learning Matthew Berger, Lee M. Seversky, Daniel S. Brown Artificial IntelligenceEngineeringMachine LearningAtomic DecompositionUnsupervised Machine Learning	2016	21
Room occupancy measurement using low-resolution infrared cameras Matthew Berger, Alistair Armitage	2010	15
Subspace Tracking under Dynamic Dimensionality for Online Background Subtraction Matthew Berger, Lee M. Seversky EngineeringMachine LearningVideo ProcessingImage AnalysisData Science	2014	14
Training Deep Network Ultrasound Beamformers With Unlabeled <i>In Vivo</i> Data Jaime Tierney, Adam Luchies, Christopher Khan, IEEE Transactions on Medical Imaging	2021	14
Neural Flow Map Reconstruction Saroj Kumar Sahoo, Yahao Lu, Matthew Berger Computer Graphics Forum	2022	11
Visual Supervision in Bootstrapped Information Extraction Matthew Berger, Ajay Nagesh, Joshua A. Levine,	2018	10
CNN-Based Surrogate for the Phase Field Damage Model: Generalization across Microstructure Parameters for Composite Materials Yuxiang Gao, Matthew Berger, Ravindra Duddu Journal of Engineering Mechanics Convolutional Neural NetworkEngineeringMachine LearningMultiscale MechanicsMechanical Engineering	2023	10

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