7150 search results - page 953 / 1430 » Graph-Based Data Mining |
136
click to vote
ICDM
2009
IEEE
15 years 11 months ago
2009
IEEE
Abstract—It is now widely accepted that in many situations where classifiers are deployed, adversaries deliberately manipulate data in order to reduce the classifier’s accura...
123
click to vote
PKDD
2009
Springer
15 years 11 months ago
2009
Springer
Abstract. Partially ordered feature sets appear naturally in many classification settings with structured input instances, for example, when the data instances are graphs and a fe...
120
Voted
ICDM
2008
IEEE
15 years 11 months ago
2008
IEEE
Recent research has shown that collective classification in relational data often exhibit significant performance gains over conventional approaches that classify instances indi...
154
click to vote
ICDM
2008
IEEE
15 years 11 months ago
2008
IEEE
The goal of sentiment prediction is to automatically identify whether a given piece of text expresses positive or negative opinion towards a topic of interest. One can pose sentim...
131
click to vote
ICDM
2008
IEEE
15 years 11 months ago
2008
IEEE
In this paper, we present a novel feature extraction framework, called learning by propagability. The whole learning process is driven by the philosophy that the data labels and o...