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» Mining Interval Time Series
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RECOMB
2009
Springer
14 years 10 months ago
A Robust Bayesian Two-Sample Test for Detecting Intervals of Differential Gene Expression in Microarray Time Series
Abstract. Understanding the regulatory mechanisms that are responsible for an organism's response to environmental changes is an important question in molecular biology. A fir...
Oliver Stegle, Katherine J. Denby, David L. Wild, ...
TSDM
2000
151views Data Mining» more  TSDM 2000»
14 years 1 months ago
Identifying Temporal Patterns for Characterization and Prediction of Financial Time Series Events
The novel Time Series Data Mining (TSDM) framework is applied to analyzing financial time series. The TSDM framework adapts and innovates data mining concepts to analyzing time ser...
Richard J. Povinelli
DMIN
2006
120views Data Mining» more  DMIN 2006»
13 years 11 months ago
Time Series as a Point - A Novel Approach for Time Series Cluster Visualization
: Temporal data mining is concerned with the analysis of temporal data and finding temporal patterns, regularities, trends, clusters in sets of temporal data. Wavelet transform pro...
R. Pradeep Kumar, P. Nagabhushan
ICDM
2002
IEEE
109views Data Mining» more  ICDM 2002»
14 years 2 months ago
Evolutionary Time Series Segmentation for Stock Data Mining
Korris Fu-Lai Chung, Tak-Chung Fu, Robert W. P. Lu...
JIIS
2007
150views more  JIIS 2007»
13 years 9 months ago
Towards a new approach for mining frequent itemsets on data stream
Mining frequent patterns on streaming data is a new challenging problem for the data mining community since data arrives sequentially in the form of continuous rapid streams. In t...
Chedy Raïssi, Pascal Poncelet, Maguelonne Tei...