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» Performance Measurements for Privacy Preserving Data Mining
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KDD
2007
ACM
178views Data Mining» more  KDD 2007»
16 years 6 months ago
Real-time ranking with concept drift using expert advice
In many practical applications, one is interested in generating a ranked list of items using information mined from continuous streams of data. For example, in the context of comp...
Hila Becker, Marta Arias
KDD
2004
ACM
142views Data Mining» more  KDD 2004»
16 years 6 months ago
Meta-classification of Multi-type Cancer Gene Expression Data
Massive publicly available gene expression data consisting of different experimental conditions and microarray platforms introduce new challenges in data mining when integrating m...
Benny Y. M. Fung, Vincent T. Y. Ng
KDD
2008
ACM
140views Data Mining» more  KDD 2008»
16 years 6 months ago
On updates that constrain the features' connections during learning
In many multiclass learning scenarios, the number of classes is relatively large (thousands,...), or the space and time efficiency of the learning system can be crucial. We invest...
Omid Madani, Jian Huang 0002
156
Voted
IFL
2007
Springer
120views Formal Methods» more  IFL 2007»
16 years 5 days ago
Lazy Contract Checking for Immutable Data Structures
Existing contract checkers for data structures force programmers to choose between poor alternatives. Contracts are either built into the functions that construct the data structur...
Robert Bruce Findler, Shu-yu Guo, Anne Rogers
CIKM
2009
Springer
16 years 18 days ago
P-Rank: a comprehensive structural similarity measure over information networks
With the ubiquity of information networks and their broad applications, the issue of similarity computation between entities of an information network arises and draws extensive r...
Peixiang Zhao, Jiawei Han, Yizhou Sun