📄 362.txt
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发信人: xiaojing2002 (snow), 信区: DataMining
标 题: Re: time series phd thesis
发信站: 南京大学小百合站 (Mon Dec 16 20:10:57 2002)
【 在 GzLi 的大作中提到: 】
: TIME SERIES DATA MINING: IDENTIFYING TEMPORAL
: PATTERNS FOR CHARACTERIZATION AND
: PREDICTION OF TIME SERIES EVENTS
: Richard J. Povinelli, B.A., B.S., M.S.
: A Dissertation submitted to the Faculty of the Graduate School,
: Marquette University, in Partial Fulfillment of the Requirements for the
: Degree of Doctor of Philosophy
: Milwaukee, Wisconsin
: December, 1999
: ABSTRACT
: A new framework for analyzing time series data called Time Series Data Min..
: (TSDM) is introduced. This framework adapts and innovates data mining conc..
: s to
: analyzing time series data. In particular, it creates a set of methods tha..
: eveal hidden
: temporal patterns that are characteristic and predictive of time series ev..
: s. Traditional
: time series analysis methods are limited by the requirement of stationarit..
: f the time
: series and normality and independence of the residuals. Because they attem..
: (以下引言省略...)
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