3 papers
q-bio.QM2021
Classifying Contaminated Cell Cultures using Time Series Features
Laura L. Tupper, Charles R. Keese, David S. Matteson
We examine the use of time series data, derived from Electric Cell-substrate Impedance Sensing (ECIS), to differentiate between standard mammalian cell cultures and those infected…
q-bio.QM2017
Cell Line Classification Using Electric Cell-substrate Impedance Sensing (ECIS)
Megan L. Gelsinger, Laura L. Tupper, David S. Matteson
We consider cell line classification using multivariate time series data obtained from electric cell-substrate impedance sensing (ECIS) technology. The ECIS device, which monitors…
stat.AP2015
Band Depth Clustering for Nonstationary Time Series and Wind Speed Behavior
Laura L. Tupper, David S. Matteson, C. Lindsay Anderson
We explore the behavior of wind speed over time, using the Eastern Wind Dataset published by the National Renewable Energy Laboratory. This dataset gives wind speeds over three yea…