Sciweavers

2822 search results - page 2 / 565
» Mining Optimized Ranges
Sort
View
MOBICOM
2012
ACM
11 years 10 months ago
RadioJockey: mining program execution to optimize cellular radio usage
Many networked applications that run in the background on a mobile device incur significant energy drains when using the cellular radio interface for communication. This is mainl...
Pavan K. Athivarapu, Ranjita Bhagwan, Saikat Guha,...
ICDM
2008
IEEE
110views Data Mining» more  ICDM 2008»
14 years 1 months ago
Start Globally, Optimize Locally, Predict Globally: Improving Performance on Imbalanced Data
Class imbalance is a ubiquitous problem in supervised learning and has gained wide-scale attention in the literature. Perhaps the most prevalent solution is to apply sampling to t...
David A. Cieslak, Nitesh V. Chawla
PAKDD
2001
ACM
104views Data Mining» more  PAKDD 2001»
13 years 12 months ago
Optimizing the Induction of Alternating Decision Trees
The alternating decision tree brings comprehensibility to the performance enhancing capabilities of boosting. A single interpretable tree is induced wherein knowledge is distribute...
Bernhard Pfahringer, Geoffrey Holmes, Richard Kirk...
KDD
1997
ACM
109views Data Mining» more  KDD 1997»
13 years 11 months ago
Optimal Multiple Intervals Discretization of Continuous Attributes for Supervised Learning
Djamel A. Zighed, Ricco Rakotomalala, Fabien Fesch...