Sciweavers

331 search results - page 13 / 67
» How Applicable is Your Evaluation Methods - Really
Sort
View
130
Voted
ICDM
2010
IEEE
119views Data Mining» more  ICDM 2010»
15 years 1 months ago
Visually Controllable Data Mining Methods
A large number of data mining methods are, as such, not applicable to fast, intuitive, and interactive use. Thus, there is a need for visually controllable data mining methods. Suc...
Kai Puolamäki, Panagiotis Papapetrou, Jefrey ...
140
Voted
GECCO
2006
Springer
137views Optimization» more  GECCO 2006»
15 years 7 months ago
A method for parameter calibration and relevance estimation in evolutionary algorithms
We present and evaluate a method for estimating the relevance and calibrating the values of parameters of an evolutionary algorithm. The method provides an information theoretic m...
Volker Nannen, A. E. Eiben
196
Voted
BIB
2011
14 years 7 months ago
Using cross-validation to evaluate predictive accuracy of survival risk classifiers based on high-dimensional data
Developments in whole genome biotechnology have stimulated statistical focus on prediction methods. We review here methodology for classifying patients into survival risk groups a...
Richard M. Simon, Jyothi Subramanian, Ming-Chung L...
120
Voted
PPPJ
2009
ACM
15 years 10 months ago
Phase detection using trace compilation
Dynamic compilers can optimize application code specifically for observed code behavior. Such behavior does not have to be stable across the entire program execution to be bene...
Christian Wimmer, Marcelo Silva Cintra, Michael Be...
128
Voted
ICDM
2005
IEEE
118views Data Mining» more  ICDM 2005»
15 years 9 months ago
A Heterogeneous Field Matching Method for Record Linkage
Record linkage is the process of determining that two records refer to the same entity. A key subprocess is evaluating how well the individual fields, or attributes, of the recor...
Steven Minton, Claude Nanjo, Craig A. Knoblock, Ma...