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» A Practical Tool for Visualizing and Data Mining Medical Tim...
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SDM
2004
SIAM
165views Data Mining» more  SDM 2004»
13 years 7 months ago
Visualizing RFM Segmentation
Segmentation based on RFM (Recency, Frequency, and Monetary) has been used for over 50 years by direct marketers to target a subset of their customers, save mailing costs, and imp...
Ron Kohavi, Rajesh Parekh
ICDM
2007
IEEE
121views Data Mining» more  ICDM 2007»
13 years 12 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
KDD
2004
ACM
154views Data Mining» more  KDD 2004»
14 years 6 months ago
Diagnosing extrapolation: tree-based density estimation
There has historically been very little concern with extrapolation in Machine Learning, yet extrapolation can be critical to diagnose. Predictor functions are almost always learne...
Giles Hooker
IMCS
2007
77views more  IMCS 2007»
13 years 5 months ago
Incident response requirements for distributed security information management systems
Purpose – Security information management systems (SIMs) have been providing a unified distributed platform for the efficient management of security information produced by co...
Sarandis Mitropoulos, Dimitrios Patsos, Christos D...