48 search results - page 4 / 10 » Evolutionary Time Series Segmentation for Stock Data Mining |
KDD
2002
ACM
15 years 10 months ago
2002
ACM
In the last decade there has been an explosion of interest in mining time series data. Literally hundreds of papers have introduced new algorithms to index, classify, cluster and s...
81
Voted
WAIM
2010
Springer
14 years 7 months ago
2010
Springer
Huge time-series stream data are collected every day from many areas, and their trends may be impacted by outside events, hence biased from its normal behavior. This phenomenon is ...
168
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ICDE
2006
IEEE
15 years 11 months ago
2006
IEEE
Existing techniques to mine periodic patterns in time series data are focused on discovering full-cycle periodic patterns from an entire time series. However, many useful partial ...
KDD
2000
ACM
15 years 1 months ago
2000
ACM
Periodicy detection in time series data is a challenging problem of great importance in many applications. Most previous work focused on mining synchronous periodic patterns and d...
178
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VLDB
2007
ACM
15 years 9 months ago
2007
ACM
Market analysis is a representative data analysis process with many applications. In such an analysis, critical numerical measures, such as profit and sales, fluctuate over time a...