發信人: xiaojing2002 (snow), 信區: DataMining
標  題: Re: time series phd thesis
發信站: 南京大學小百合站 (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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