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researcher

N. Gebraeel

18 papers hereh-index 396k citations117 works total

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

author position
  • middle author6
  • last author12

Across the 18 of 18 papers where every author was matched, so the position is known.

fields
  • cs.LG9
  • cs.DC4
  • stat.AP2
  • cs.RO1
  • math.OC1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20112026
most citedDegradation modeling applied to residual lifetime prediction using functional data analysis

77 citations · 114 across the 16 of their papers we have counts for

collaborators
Showing 2017Show all

2 papers · 1 filter

stat.AP2017★ 1 cited

Image-Based Prognostics Using Penalized Tensor Regression

Xiaolei Fang, Kamran Paynabar, Nagi Gebraeel

This paper proposes a new methodology to predict and update the residual useful lifetime of a system using a sequence of degradation images. The methodology integrates tensor linea…

cs.DC2017

Scalable Architecture for Anomaly Detection and Visualization in Power Generating Assets

Paras Jain, Chirag Tailor, Sam Ford +5

Power-generating assets (e.g., jet engines, gas turbines) are often instrumented with tens to hundreds of sensors for monitoring physical and performance degradation. Anomaly detec…

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