48 citations · 49 across the 2 of their papers we have counts for
2 papers
cs.LG2016★ 48 cited
Time Series Classification from Scratch with Deep Neural Networks: A Strong Baseline
Zhiguang Wang, Weizhong Yan, Tim Oates
We propose a simple but strong baseline for time series classification from scratch with deep neural networks. Our proposed baseline models are pure end-to-end without any heavy pr…
cs.IR2016★ 1 cited
Finding Representative Points in Multivariate Data Using PCA
Ashwinkumar Ganesan, Tim Oates, Matt Schmill
The idea of representation has been used in various fields of study from data analysis to political science. In this paper, we define representativeness and describe a method to is…