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KDD
2010
ACM
203views Data Mining» more  KDD 2010»
15 years 10 months ago
Collusion-resistant privacy-preserving data mining
Recent research in privacy-preserving data mining (PPDM) has become increasingly popular due to the wide application of data mining and the increased concern regarding the protect...
Bin Yang, Hiroshi Nakagawa, Issei Sato, Jun Sakuma
ICDM
2002
IEEE
111views Data Mining» more  ICDM 2002»
15 years 11 months ago
An Algebraic Approach to Data Mining: Some Examples
In this paper, we introduce an algebraic approach to the foundations of data mining. Our approach is based upon two algebras of functions de ned over a common state space X and a ...
Robert L. Grossman, Richard G. Larson
KDD
1998
ACM
102views Data Mining» more  KDD 1998»
15 years 10 months ago
Defining the Goals to Optimise Data Mining Performance
In many data mining problems the definition of what structures in the database are to be regarded as interesting or valuable is given only loosely. Typically this is regarded as a...
Mark G. Kelly, David J. Hand, Niall M. Adams
CORR
2004
Springer
122views Education» more  CORR 2004»
15 years 6 months ago
"In vivo" spam filtering: A challenge problem for data mining
Spam, also known as Unsolicited Commercial Email (UCE), is the bane of email communication. Many data mining researchers have addressed the problem of detecting spam, generally by...
Tom Fawcett
SIGKDD
2000
106views more  SIGKDD 2000»
15 years 6 months ago
Data Mining Models as Services on the Internet
The goal of this article is to raise a debate on the usefulness of providing data mining models as services on the internet. These services can be provided by anyone with adequate...
Sunita Sarawagi, Sree Hari Nagaralu