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cs.LG2021
Fast, Accurate and Interpretable Time Series Classification Through Randomization
Nestor Cabello, Elham Naghizade, Jianzhong Qi +1
Time series classification (TSC) aims to predict the class label of a given time series, which is critical to a rich set of application areas such as economics and medicine. State-…
cs.DB2021★ 1 cited
A Lazy Approach for Efficient Index Learning
Guanli Liu, Lars Kulik, Xingjun Ma +1
Learned indices using neural networks have been shown to outperform traditional indices such as B-trees in both query time and memory. However, learning the distribution of a large…