Concepedia

Tim Oates

TO

82

Publications

6.4K

Citations

33

H-Index

1992

Active since

Affiliations

University of Maryland, Baltimore County(Current)

University of Massachusetts Amherst

University of Maryland, College Park

University of Maryland, Baltimore

Tim Oates is an author at University of Maryland, Baltimore County specializing in engineering, data science, and computer science.

Top concepts

EngineeringData ScienceComputer ScienceKnowledge DiscoveryMachine LearningPattern RecognitionDeep LearningText MiningSocial SciencesArtificial Intelligence

Publications per year

1992–2021

82

Publications

82

Time series classification from scratch with deep neural networks: A strong baseline

Zhiguang Wang, Weizhong Yan, Tim Oates · 2017 · 1.9K citations

Data Augmentation, Deep Neural Networks, Strong Baseline +11

Imaging Time-Series to Improve Classification and Imputation

Zhiguang Wang, Tim Oates · arXiv (Cornell University) · 2015 · 483 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +19

Encoding Time Series as Images for Visual Inspection and Classification Using Tiled Convolutional Neural Networks

Zhiguang Wang, Tim Oates · National Conference on Artificial Intelligence · 2015 · 383 citations

Convolutional Neural Network, Engineering, Machine Learning +17

Efficient progressive sampling

Foster Provost, David Jensen, Tim Oates · 1999 · 353 citations · Full text

Electroencephalogram epileptiform abnormalities in candidates for aircrew training

Rebecca Gregory, Tim Oates, R.T.G. Merry · Electroencephalography and Clinical Neurophysiology · 1993 · 235 citations

Electrophysiological Evaluation, Neurophysiology, Eeg Signal Processing +7

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