Concepedia

Derek Rose

DR

18

Publications

2.3K

Citations

15

H-Index

1994

Active since

Affiliations

Oak Ridge National Laboratory(Current)

University of Tennessee at Knoxville

St. Jude Children's Research Hospital

National Transportation Research Center

Derek Rose is an author at Oak Ridge National Laboratory specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningData ScienceDeep LearningPattern RecognitionDeep Neural NetworksMachine VisionComputer VisionArtificial Intelligence

Publications per year

1994–2021

18

Publications

18

Deep Machine Learning - A New Frontier in Artificial Intelligence Research [Research Frontier]

Itamar Arel, Derek Rose, Thomas P. Karnowski · IEEE Computational Intelligence Magazine · 2010 · 1.1K citations

Artificial Intelligence, Convolutional Neural Network, Deep Machine Learning +18

Optimizing deep learning hyper-parameters through an evolutionary algorithm

Steven R. Young, Derek Rose, Thomas P. Karnowski et al. · 2015 · 416 citations

Artificial Intelligence, Evolving Neural Network, Deep Neural Networks +14

Deep Machine Learning—A New Frontier in Artificial Intelligence Research

Itamar Arel, Derek Rose, Thomas P. Karnowski · 2010 · 313 citations

Deep Neural Networks, Engineering, Machine Learning +5

DeSTIN: A Scalable Deep Learning Architecture with Application to High-Dimensional Robust Pattern Recognition

Itamar Arel, Derek Rose, Robert Coop · 2009 · 70 citations

A Fast and Stable Incremental Clustering Algorithm

Steven R. Young, Itamar Arel, Thomas P. Karnowski et al. · 2010 · 64 citations

Cluster Computing, Incremental Learning, Document Clustering +13

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