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KDD
2009
ACM
269views Data Mining» more  KDD 2009»
16 years 6 months ago
Frequent pattern mining with uncertain data
In this paper, we will examine the frequent pattern mining for uncertain data sets. We will show how the broad classes of algorithms can be extended to the uncertain data setting....
Charu C. Aggarwal, Yan Li, Jianyong Wang, Jing Wan...
SBBD
2008
183views Database» more  SBBD 2008»
15 years 7 months ago
Mining Software Repositories for Software Change Impact Analysis: A Case Study
Abstract Data mining algorithms have been recently applied to software repositories to help on the maintenance of evolving software systems. In the past, information about what cla...
Lile Hattori, Gilson Pereira dos Santos Jr., Ferna...
151
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SDM
2007
SIAM
140views Data Mining» more  SDM 2007»
15 years 7 months ago
A General Framework for Mining Concept-Drifting Data Streams with Skewed Distributions
In recent years, there have been some interesting studies on predictive modeling in data streams. However, most such studies assume relatively balanced and stable data streams but...
Jing Gao, Wei Fan, Jiawei Han, Philip S. Yu
PKDD
2004
Springer
114views Data Mining» more  PKDD 2004»
15 years 11 months ago
Visual Mining of Spatial Time Series Data
CommonGIS is a system comprising a number of tools for visual data analysis. In this paper we demonstrate our recent developments for analysis of spatial time series data.
Gennady L. Andrienko, Natalia V. Andrienko, Peter ...
KDD
2010
ACM
300views Data Mining» more  KDD 2010»
15 years 9 months ago
Mining top-k frequent items in a data stream with flexible sliding windows
We study the problem of finding the k most frequent items in a stream of items for the recently proposed max-frequency measure. Based on the properties of an item, the maxfrequen...
Hoang Thanh Lam, Toon Calders