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» An Empirical Study on Web Mining of Parallel Data
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ICSM
2009
IEEE
13 years 4 months ago
An empirical study on the risks of using off-the-shelf techniques for processing mailing list data
Mailing list repositories contain valuable information about the history of a project. Research is starting to mine this information to support developers and maintainers of longl...
Nicolas Bettenburg, Emad Shihab, Ahmed E. Hassan
SDM
2012
SIAM
245views Data Mining» more  SDM 2012»
11 years 8 months ago
Deterministic CUR for Improved Large-Scale Data Analysis: An Empirical Study
Low-rank approximations which are computed from selected rows and columns of a given data matrix have attracted considerable attention lately. They have been proposed as an altern...
Christian Thurau, Kristian Kersting, Christian Bau...
KDD
2012
ACM
235views Data Mining» more  KDD 2012»
11 years 8 months ago
A near-linear time approximation algorithm for angle-based outlier detection in high-dimensional data
Outlier mining in d-dimensional point sets is a fundamental and well studied data mining task due to its variety of applications. Most such applications arise in high-dimensional ...
Ninh Pham, Rasmus Pagh
ICWE
2004
Springer
13 years 11 months ago
An Empirical Study of Web Quality: Measuring the Web from Wroclaw University of Technology Campus
This work presents an empirical study on Web quality measurement. We evaluate the performance and reliability of Web as perceived by the end users located at the Wroclaw University...
Leszek Borzemski, Ziemowit Nowak
ICDM
2005
IEEE
122views Data Mining» more  ICDM 2005»
13 years 12 months ago
Learning through Changes: An Empirical Study of Dynamic Behaviors of Probability Estimation Trees
In practice, learning from data is often hampered by the limited training examples. In this paper, as the size of training data varies, we empirically investigate several probabil...
Kun Zhang, Zujia Xu, Jing Peng, Bill P. Buckles