BriefGPT.xyz
Dec, 2023
ChemTime:化学传感器的多变量时间序列分类的快速和早期分类
ChemTime: Rapid and Early Classification for Multivariate Time Series Classification of Chemical Sensors
HTML
PDF
Alexander M. Moore, Randy C. Paffenroth, Kenneth T. Ngo, Joshua R. Uzarski
TL;DR
本研究介绍了一种新的化学传感器阵列分类方法ChemTime,以解决硬件传感器阵列在化学感知中的快速分类和推理时间最小化的挑战,并取得了良好的性能和准确度。
Abstract
multivariate time series data
are ubiquitous in the application of machine learning to problems in the physical sciences.
chemiresistive sensor arrays
are highly promising in chemical detection tasks relevant to
→