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researcher

R. Paffenroth

16 papers hereh-index 193k citations108 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • middle author11
  • last author3

Across the 15 of 16 papers where every author was matched, so the position is known.

fields
  • cs.LG6
  • cs.SI2
  • eess.IV2
  • stat.ML2
  • cs.CR1
  • cs.CV1

identity via Semantic Scholar / OpenAlex

activity
20172023
most citedRobust PCA for Anomaly Detection in Cyber Networks

31 citations · 86 across the 12 of their papers we have counts for

collaborators
Showing 2023Show all

2 papers · 1 filter

cs.LG2023

ChemTime: Rapid and Early Classification for Multivariate Time Series Classification of Chemical Sensors

Alexander M. Moore, Randy C. Paffenroth, Kenneth T. Ngo +1

Multivariate time series data are ubiquitous in the application of machine learning to problems in the physical sciences. Chemiresistive sensor arrays are highly promising in chemi…

cs.LG2023

ChemVise: Maximizing Out-of-Distribution Chemical Detection with the Novel Application of Zero-Shot Learning

Alexander M. Moore, Randy C. Paffenroth, Ken T. Ngo +1

Accurate chemical sensors are vital in medical, military, and home safety applications. Training machine learning models to be accurate on real world chemical sensor data requires…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.