2020年2月3日
PP: Multilevel wavelet decomposition network for interpretable time series analysis
摘要： Problem: the important frequency information is lack of effective modelling. ?? what is frequency information in time series? and why other models don 阅读全文
posted @ 2020-02-03 21:21 keeps_you_warm 阅读(525) 评论(0) 推荐(0)
PP: DeepAR: probabilistic forecasting with autoregressive recurrent networks
摘要： FROM Amazon research Germany PROBLEM probabilistic forecasting: estimate the probability distribution of a time series in future. INTRODUCTION a globa 阅读全文
posted @ 2020-02-03 18:55 keeps_you_warm 阅读(634) 评论(0) 推荐(0)
PP: A multi-horizon quantile recurrent forecaster
摘要： 2017 NIPS, time series workshop traditional methods: ARIMA. Seq2Seq quantile forecast; RELATED WORK DeepAR, probabilistic forecasting with encoder-dec 阅读全文
posted @ 2020-02-03 17:54 keeps_you_warm 阅读(571) 评论(0) 推荐(0)
BK: Data mining
摘要： data > knowledge Are all patterns interesting? No. only a small fraction of the patterns potentially generated would actually be of interest to a give 阅读全文
posted @ 2020-02-03 05:29 keeps_you_warm 阅读(125) 评论(0) 推荐(0)