Kevin R. Moon

Kevin R. Moon

Utah State University

H-index: 18

North America-United States

About Kevin R. Moon

Kevin R. Moon, With an exceptional h-index of 18 and a recent h-index of 15 (since 2020), a distinguished researcher at Utah State University, specializes in the field of Machine Learning, Information Theory, Computational Biology, Signal Processing.

His recent articles reflect a diverse array of research interests and contributions to the field:

Incorporating Taylor Series and Recursive Structure in Neural Networks for Time Series Prediction

Exploring higher-order neural network node interactions with total correlation

Local Background Estimation for Improved Gas Plume Identification in Hyperspectral Images

Geometry-and accuracy-preserving random forest proximities

Gaining Biological Insights through Supervised Data Visualization

Sustained IFN signaling is associated with delayed development of SARS-CoV-2-specific immunity

Data Imputation with an Autoencoder and MAGIC

Manifold Alignment with Label Information

Kevin R. Moon Information

University

Position

___

Citations(all)

3259

Citations(since 2020)

2903

Cited By

1342

hIndex(all)

18

hIndex(since 2020)

15

i10Index(all)

26

i10Index(since 2020)

20

Email

University Profile Page

Utah State University

Google Scholar

View Google Scholar Profile

Kevin R. Moon Skills & Research Interests

Machine Learning

Information Theory

Computational Biology

Signal Processing

Top articles of Kevin R. Moon

Title

Journal

Author(s)

Publication Date

Incorporating Taylor Series and Recursive Structure in Neural Networks for Time Series Prediction

arXiv preprint arXiv:2402.06441

Jarrod Mau

Kevin Moon

2024/2/9

Exploring higher-order neural network node interactions with total correlation

arXiv preprint arXiv:2402.04440

Thomas Kerby

Teresa White

Kevin Moon

2024/2/6

Local Background Estimation for Improved Gas Plume Identification in Hyperspectral Images

arXiv preprint arXiv:2401.13068

Scout Jarman

Zigfried Hampel-Arias

Adra Carr

Kevin R Moon

2024/1/23

Geometry-and accuracy-preserving random forest proximities

IEEE Transactions on Pattern Analysis and Machine Intelligence

Jake S Rhodes

Adele Cutler

Kevin R Moon

2023/3/31

Gaining Biological Insights through Supervised Data Visualization

bioRxiv

Jake S Rhodes

Adrien Aumon

Sacha Morin

Marc Girard

Catherine Larochelle

...

2023/11/23

Sustained IFN signaling is associated with delayed development of SARS-CoV-2-specific immunity

Elsa Brunet-Ratnasingham

Sacha Morin

Haley Randolph

Marjorie Labrecque

Justin Belair

...

2023

Data Imputation with an Autoencoder and MAGIC

Devin Eddington

Andres F Duque Correa

Guy Wolf

Kevin R Moon

2023/7/10

Manifold Alignment with Label Information

Andres F Duque Correa

Myriam Lizotte

Guy Wolf

Kevin R Moon

2023/7/10

MS2Mol: A transformer model for illuminating dark chemical space from mass spectra

Thomas Butler

Abraham Frandsen

Rose Lightheart

Brian Bargh

James Taylor

...

2023/6/21

Diffusion transport alignment

Andrés F Duque

Guy Wolf

Kevin R Moon

2023/4/1

Geometry Regularized Autoencoders

IEEE Transactions on Pattern Analysis and Machine Intelligence

Andres F Duque

Sacha Morin

Guy Wolf

Kevin R Moon

2022/11/14

GPS-Denied Navigation Using SAR Images And Neural Networks

Teresa White

Jesse Wheeler

Colton Lindstrom

Randall Christensen

Kevin R Moon

2021/6/6

Structural and developmental principles of neuropil assembly in C. elegans

Nature

Mark W Moyle

Kristopher M Barnes

Manik Kuchroo

Alex Gonopolskiy

Leighton H Duncan

...

2021/3/4

Ensemble Estimation of Generalized Mutual Information with Applications to Genomics

IEEE Transactions on Information Theory

Kevin R Moon

Kumar Sricharan

Alfred O Hero

2021/7/26

Random Forest-Based Diffusion Information Geometry for Supervised Visualization and Data Exploration

Jake S Rhodes

Adele Cutler

Guy Wolf

Kevin R Moon

2021/7/11

Supervised Visualization for Data Exploration

arXiv preprint arXiv:2006.08701

Jake S Rhodes

Adele Cutler

Guy Wolf

Kevin R Moon

2020/6/15

Single cell immune profiling of dengue virus patients reveals intact immune responses to Zika virus with enrichment of innate immune signatures

PLoS neglected tropical diseases

Yujiao Zhao

Matthew Amodio

Brent Vander Wyk

Bram Gerritsen

Mahesh M Kumar

...

2020/3/9

Extendable and invertible manifold learning with geometry regularized autoencoders

Andrés F Duque

Sacha Morin

Guy Wolf

Kevin Moon

2020/12/10

Imaging of PD-L1 in single cancer cells by SERS-based hyperspectral analysis

Biomedical Optics Express

Wei Zhang

Jake S Rhodes

Kevin R Moon

Beatrice S Knudsen

Linda Nokolova

...

2020/11/1

Label-free discrimination and quantitative analysis of oxidative stress induced cytotoxicity and potential protection of antioxidants using Raman micro-spectroscopy and machine …

Analytica Chimica Acta

Wei Zhang

Jake S Rhodes

Ankit Garg

Jon Y Takemoto

Xiaojun Qi

...

2020/9/1

See List of Professors in Kevin R. Moon University(Utah State University)

Co-Authors

H-index: 87
Ronald Coifman

Ronald Coifman

Yale University

H-index: 82
Alfred Hero

Alfred Hero

University of Michigan-Dearborn

H-index: 34
Smita Krishnaswamy

Smita Krishnaswamy

Yale University

H-index: 34
David van Dijk

David van Dijk

Yale University

H-index: 33
Brian Bierie

Brian Bierie

Massachusetts Institute of Technology

academic-engine