2958 search results - page 112 / 592 » Using Anonymized Data for Classification |
167
Voted
JCST
2010
14 years 9 months ago
2010
In this paper, we examine an emerging variation of the classification problem, which is known as the inverse classification problem. In this problem, we determine the features to b...
108
Voted
GECCO
2006
Springer
15 years 6 months ago
2006
Springer
In this paper, we show the usefulness of multiobjective genetic rule selection as a postprocessing procedure in data mining for pattern classification problems. First we extract a...
135
click to vote
CIKM
2008
Springer
15 years 4 months ago
2008
Springer
With the development of highly efficient graph data collection technology in many application fields, classification of graph data emerges as an important topic in the data mining...
134
click to vote
JMLR
2010
14 years 9 months ago
2010
Estimating the error rates of classifiers or regression models is a fundamental task in machine learning which has thus far been studied exclusively using supervised learning tech...
115
click to vote
SDM
2008
SIAM
15 years 4 months ago
2008
SIAM
The Universum data, defined as a collection of "nonexamples" that do not belong to any class of interest, have been shown to encode some prior knowledge by representing ...