Classification for Time Series Data. An Unsupervised Approach Based on Reduction of Dimensionality
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DOI: 10.1007/s00357-019-9308-z
Abstract: In this work we use a novel methodology for the classification of time series data, through a natural, unsupervised data learning process. This strategy is based on the sequential use of Multiple Factor Analysis and… read more here.
Keywords: series data; time; time series; classification time ... See more keywords
Early Classification of Time Series by Simultaneously Optimizing the Accuracy and Earliness
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Transactions on Neural Networks and Learning Systems"
DOI: 10.1109/tnnls.2017.2764939
Abstract: The problem of early classification of time series appears naturally in contexts where the data, of temporal nature, are collected over time, and early class predictions are interesting or even required. The objective is to… read more here.
Keywords: classification time; early classification; classification; accuracy earliness ... See more keywords