keeps_you_warm - 博客园

2020年2月4日

摘要： MQTT[1]消息队列遥测传输(Message Queuing Telemetry Transport) subscribe to a topic and publish messages on that topic. The core of the client library is the cl 阅读全文

posted @ 2020-02-04 04:34 keeps_you_warm 阅读(137) 评论(0) 推荐(0) 编辑

PP: Deep r -th Root of Rank Supervised Joint Binary Embedding for Multivariate Time Series Retrieval

摘要： from: Dacheng Tao 悉尼大学 PROBLEM: time series retrieval: given the current multivariate time series segment, how to obtain its relevant time series segm 阅读全文

posted @ 2020-02-04 00:39 keeps_you_warm 阅读(298) 评论(0) 推荐(0) 编辑

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(500) 评论(0) 推荐(0) 编辑

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(606) 评论(0) 推荐(0) 编辑

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(554) 评论(0) 推荐(0) 编辑

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(116) 评论(0) 推荐(0) 编辑

2020年2月2日

PP: Tripoles: A new class of relationships in time series data

摘要： Problem: ?? mining relationships in time series data; A new class of relationships in time series data. traditional methods: discover pair-wise relati 阅读全文

posted @ 2020-02-02 23:40 keeps_you_warm 阅读(127) 评论(0) 推荐(0) 编辑

BK: How to read a book 第四篇

摘要：第四篇阅读的最终目标第二十章阅读的第四个层次：主题阅读在做主题阅读时的要求： 1. 知道：知道应该读哪些书。在面对如此庞大的相关资料时，我们要如何决定我们要研究的主题是什么呢。如何判断属于同一个主题。矛盾，就是有些书不属于这个主题。 2. 阅读的层次是渐进累积的。较高层次的阅读也包括了较阅读全文

posted @ 2020-02-02 23:30 keeps_you_warm 阅读(105) 评论(0) 推荐(0) 编辑

BK: How to read a book 第一篇

摘要：第一章阅读的活力与艺术主动阅读 VS 被动阅读（新闻媒体）作者与读者：投手与捕手的关系。阅读的目标：为获得资讯而读，以及为求得理解而读。为获得咨讯而读，不会增加我们的理解力。比如阅读报纸，杂志等。所谓吸收资讯，就只是某件事发生了。所读东西比reader高上一截，能增进阅读者的理解力。阅读全文

posted @ 2020-02-02 22:58 keeps_you_warm 阅读(123) 评论(0) 推荐(0) 编辑

2020年1月31日

PP: Toeplitz Inverse Covariance-Based Clustering of Multivariate Time Series Data

摘要： From: Stanford University; Jure Leskovec, citation 6w+; Problem: subsequence clustering. Challenging: discover patterns is challenging because it requ 阅读全文

posted @ 2020-01-31 00:41 keeps_you_warm 阅读(399) 评论(0) 推荐(0) 编辑

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