15 search results - page 2 / 3 » Mining Distributed Evolving Data Streams Using Fractal GP En... |
GECCO
2009
Springer
14 years 25 days ago
2009
Springer
Low correlation between mRNA concentrations measured at different locations for the same exon show many current Ensembl exon definitions are incomplete. Automatically created pa...
KDD
2006
ACM
14 years 6 months ago
2006
ACM
Mining data streams of changing class distributions is important for real-time business decision support. The stream classifier must evolve to reflect the current class distributi...
CEC
2009
IEEE
13 years 9 months ago
2009
IEEE
—When performing predictive data mining, the use of ensembles is known to increase prediction accuracy, compared to single models. To obtain this higher accuracy, ensembles shoul...
SDM
2007
SIAM
13 years 7 months ago
2007
SIAM
In recent years, there have been some interesting studies on predictive modeling in data streams. However, most such studies assume relatively balanced and stable data streams but...
KDD
2005
ACM
14 years 6 months ago
2005
ACM
While scalable data mining methods are expected to cope with massive Web data, coping with evolving trends in noisy data in a continuous fashion, and without any unnecessary stopp...