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ICDM
2007
IEEE
121views Data Mining» more  ICDM 2007»
15 years 9 months ago
Finding Predictive Runs with LAPS
We present an extension to the Lasso [9] for binary classification problems with ordered attributes. Inspired by the Fused Lasso [8] and the Group Lasso [10, 4] models, we aim to...
Suhrid Balakrishnan, David Madigan
PAKDD
1999
ACM
113views Data Mining» more  PAKDD 1999»
15 years 7 months ago
Characterization of Default Knowledge in Ripple Down Rules Method
Abstract. \Ripple Down Rules (RDR)" Method is one of the promising approaches to directly acquire and encode knowledge from human experts. It requires data to be supplied incr...
Takuya Wada, Tadashi Horiuchi, Hiroshi Motoda, Tak...
BMCBI
2005
142views more  BMCBI 2005»
15 years 3 months ago
CLU: A new algorithm for EST clustering
Background: The continuous flow of EST data remains one of the richest sources for discoveries in modern biology. The first step in EST data mining is usually associated with EST ...
Andrey A. Ptitsyn, Winston Hide
HICSS
2003
IEEE
214views Biometrics» more  HICSS 2003»
15 years 8 months ago
An Event Driven Approach to Customer Relationship Management in e-Brokerage Industry
Customer Relationship Management (CRM) is critical to the success of a business. Recent work in CRM has focused on the mining of customer-related data and the construction of cust...
Dickson K. W. Chiu, Wesley C. W. Chan, Gary K. W. ...
SIGMOD
2004
ACM
184views Database» more  SIGMOD 2004»
16 years 3 months ago
CORDS: Automatic Discovery of Correlations and Soft Functional Dependencies
The rich dependency structure found in the columns of real-world relational databases can be exploited to great advantage, but can also cause query optimizers--which usually assum...
Ihab F. Ilyas, Volker Markl, Peter J. Haas, Paul B...