Concepedia

Matthew Berger

MB

10

Publications

400

Citations

10

H-Index

2010

Active since

Affiliations

Vanderbilt University(Current)

United States Air Force Research Laboratory

University of Arizona

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

Top concepts

EngineeringData ScienceMachine LearningDeep LearningComputer ScienceImage AnalysisCompressive SensingKnowledge DiscoveryPattern RecognitionComputational Imaging

Publications per year

2010–2023

10

Publications

10

On Time-Series Topological Data Analysis: New Data and Opportunities

Lee M. Seversky, Shelby R. Davis, Matthew Berger · 2016 · 131 citations

Engineering, Machine Learning, Biomedical Signal Analysis +16

Compressive Neural Representations of Volumetric Scalar Fields

Yahao Lu, Keran Jiang, Joshua A. Levine et al. · Computer Graphics Forum · 2021 · 90 citations · Full text

Compressive Neural Representations, Geometric Learning, Engineering +17

cite2vec: Citation-Driven Document Exploration via Word Embeddings

Matthew Berger, Katherine McDonough, Lee M. Seversky · IEEE Transactions on Visualization and Computer Graphics · 2016 · 84 citations

Engineering, Visualization (Graphics), Corpus Linguistics +16

Classifying swarm behavior via compressive subspace learning

Matthew Berger, Lee M. Seversky, Daniel S. Brown · 2016 · 21 citations

Artificial Intelligence, Engineering, Machine Learning +16

Room occupancy measurement using low-resolution infrared cameras

Matthew Berger, Alistair Armitage · 2010 · 15 citations · Full text

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