Concepedia

Clayton Scott

CS

73

Publications

4.1K

Citations

38

H-Index

1973

Active since

Affiliations

University of Michigan(Current)

Rice University

Johnson Space Center

Ann Arbor Center for Independent Living

University of Wisconsin–Madison

Clayton Scott is an author at University of Michigan specializing in engineering, data science, and machine learning.

Top concepts

EngineeringData ScienceMachine LearningComputer SciencePattern RecognitionKnowledge DiscoveryData MiningStatisticsStatistical InferencePredictive Analytics

Publications per year

1973–2020

73

Publications

73

Growth mechanisms for single-wall carbon nanotubes in a laser-ablation process

Clayton Scott, Sivaram Arepalli, Pavel Nikolaev et al. · Applied Physics A · 2001 · 352 citations

Materials Science, Advanced Laser Processing, Engineering +8

Generalizing from Several Related Classification Tasks to a New Unlabeled Sample

Gilles Blanchard, Gyemin Lee, Clayton Scott · 2011 · 245 citations

Semi-supervised novelty detection

Gilles Blanchard, Gyemin Lee, Clayton Scott · 2009 · 210 citations · Full text

Robust kernel density estimation

JooSeuk Kim, Clayton Scott · Journal of Machine Learning Research · 2012 · 182 citations

Density Estimation, Engineering, Machine Learning +11

Robust Kernel Density Estimation

JooSeuk Kim, Clayton Scott · arXiv (Cornell University) · 2011 · 175 citations · Full text

Density Estimation, Engineering, Machine Learning +11

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