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» Privacy and Data Mining: New Developments and Challenges
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MSR
2006
ACM
15 years 3 months ago
TA-RE: an exchange language for mining software repositories
Software repositories have been getting a lot of attention from researchers in recent years. In order to analyze software repositories, it is necessary to first extract raw data f...
Sunghun Kim, Thomas Zimmermann, Miryung Kim, Ahmed...
84
Voted
ICDM
2010
IEEE
147views Data Mining» more  ICDM 2010»
14 years 7 months ago
Location and Scatter Matching for Dataset Shift in Text Mining
Dataset shift from the training data in a source domain to the data in a target domain poses a great challenge for many statistical learning methods. Most algorithms can be viewed ...
Bo Chen, Wai Lam, Ivor W. Tsang, Tak-Lam Wong
ICDM
2005
IEEE
146views Data Mining» more  ICDM 2005»
15 years 3 months ago
Merging Interface Schemas on the Deep Web via Clustering Aggregation
We consider the problem of integrating a large number of interface schemas over the Deep Web, The scale of the problem and the diversity of the sources present serious challenges ...
Wensheng Wu, AnHai Doan, Clement T. Yu
KDD
2004
ACM
106views Data Mining» more  KDD 2004»
15 years 10 months ago
Early detection of insider trading in option markets
"Inside information" comes in many forms: knowledge of a corporate takeover, a terrorist attack, unexpectedly poor earnings, the FDA's acceptance of a new drug, etc...
Steve Donoho
SIGMOD
2005
ACM
113views Database» more  SIGMOD 2005»
15 years 10 months ago
From databases to dataspaces: a new abstraction for information management
straction for Information Management Michael Franklin University of California, Berkeley Alon Halevy Google Inc. and U. Washington David Maier Portland State University The develo...
Michael J. Franklin, Alon Y. Halevy, David Maier