Tim Oates
Cambridge University Press(GB)University of Maryland, Baltimore County(US)
Publications by Year
Research Areas
Time Series Analysis and Forecasting, Natural Language Processing Techniques, Topic Modeling, Reinforcement Learning in Robotics, AI-based Problem Solving and Planning
Most-Cited Works
- → Time series classification from scratch with deep neural networks: A strong baseline(2017)1,961 cited
- → Imaging Time-Series to Improve Classification and Imputation(2015)483 cited
- Encoding Time Series as Images for Visual Inspection and Classification Using Tiled Convolutional Neural Networks(2015)
- → Efficient progressive sampling(1999)355 cited
- → Electroencephalogram epileptiform abnormalities in candidates for aircrew training(1993)236 cited
- → Could do better: using international comparisons to refine the National Curriculum in England(2011)145 cited
- → Modeling the Spread of Influence on the Blogosphere(2006)139 cited