2958 search results - page 41 / 592 » Using Anonymized Data for Classification |
105
Voted
WWW
2010
ACM
15 years 5 months ago
2010
ACM
Recent work on anonymizing online social networks (OSNs) has looked at privacy preserving techniques for publishing a single instance of the network. However, OSNs evolve and a si...
103
Voted
ICCS
2007
Springer
15 years 4 months ago
2007
Springer
Common techniques tackling the task of classification in data mining employ ansatz functions associated to training data points to fit the data as well as possible. Instead, the fe...
112
Voted
BMCBI
2010
15 years 20 days ago
2010
Background: Machine learning techniques have shown to improve bacterial species classification based on fatty acid methyl ester (FAME) data. Nonetheless, FAME analysis has a limit...
112
Voted
BMCBI
2006
15 years 18 days ago
2006
Background: Overfitting the data is a salient issue for classifier design in small-sample settings. This is why selecting a classifier from a constrained family of classifiers, on...
106
Voted
ICDM
2008
IEEE
15 years 7 months ago
2008
IEEE
In this paper, we propose the "Democratic Classifier", a simple, democracy-inspired patternbased classification algorithm that uses very short patterns for classificatio...