48 search results - page 1 / 10 » Data Mining Methodological Weaknesses and Suggested Fixes |
AUSDM
2006
Springer
13 years 9 months ago
2006
Springer
Predictive accuracy claims should give explicit descriptions of the steps followed, with access to the code used. This allows referees and readers to check for common traps, and t...
ICDE
2008
IEEE
14 years 7 months ago
2008
IEEE
Abstract-- In recent years, data streams have become ubiquitous because of advances in hardware and software technology. The ability to adapt conventional mining problems to data s...
AUSDM
2008
Springer
13 years 7 months ago
2008
Springer
Exploratory data mining is fundamental to fostering an appreciation of complex datasets. For large and continuously growing datasets, such as obtained by regular sampling of an or...
DMIN
2009
13 years 3 months ago
2009
Typical methods in CRM marketing include action selection on the basis of Markov Decision Processes with fixed transition probabilities on the one hand, and scoring customers separ...
ICDM
2002
IEEE
13 years 10 months ago
2002
IEEE
We have proposed replicator neural networks (RNNs) as an outlier detecting algorithm [15]. Here we compare RNN for outlier detection with three other methods using both publicly a...