722 search results - page 25 / 145 » Data Cleaning: Problems and Current Approaches |
NCA
2007
IEEE
13 years 6 months ago
2007
IEEE
Designing drugs is a current problem in the pharmaceutical research. By designing a drug we mean to choose some variables of drug formulation (inputs), for obtaining optimal charac...
WAIM
2010
Springer
14 years 12 days ago
2010
Springer
Abstract. The problem of classification from positive and unlabeled examples attracts much attention currently. However, when the number of unlabeled negative examples is very sma...
SODA
2008
ACM
13 years 8 months ago
2008
ACM
In this paper we consider problems related to the sortedness of a data stream. First we investigate the problem of estimating the distance to monotonicity; given a sequence of len...
CBMS
2006
IEEE
13 years 9 months ago
2006
IEEE
In this paper we consider a general framework for clustering expression data that permits integration of various biological data sources through combination of corresponding dissi...
JMLR
2002
13 years 7 months ago
2002
When constructing a classifier, the probability of correct classification of future data points should be maximized. We consider a binary classification problem where the mean and...