848 search results - page 2 / 170 » Transductive Learning from Relational Data |
115
Voted
CIKM
2009
Springer
15 years 7 months ago
2009
Springer
Recently there has been increasing interest in the problem of transfer learning, in which the typical assumption that training and testing data are drawn from identical distributi...
118
Voted
WAIM
2009
Springer
15 years 5 months ago
2009
Springer
In the k-nearest neighbor (KNN) classifier, nearest neighbors involve only labeled data. That makes it inappropriate for the data set that includes very few labeled data. In this ...
110
Voted
DIS
2009
Springer
15 years 7 months ago
2009
Springer
Within-network regression addresses the task of regression in partially labeled networked data where labels are sparse and continuous. Data for inference consist of entities associ...
112
Voted
ICDM
2002
IEEE
15 years 6 months ago
2002
IEEE
Support vector machine (SVM) is a new learning method developed in recent years based on the foundations of statistical learning theory. By taking a transductive approach instead ...
146
Voted
IJCAI
2001
15 years 2 months ago
2001
Supervised and unsupervised learning methods have traditionally focused on data consisting of independent instances of a single type. However, many real-world domains are best des...