1214 search results - page 159 / 243 » Labeling Points with Weights |
85
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BMCBI
2007
15 years 19 days ago
2007
Background: Support Vector Machines (SVMs) provide a powerful method for classification (supervised learning). Use of SVMs for clustering (unsupervised learning) is now being cons...
99
Voted
ICML
2009
IEEE
16 years 1 months ago
2009
IEEE
Graph based semi-supervised learning (SSL) methods play an increasingly important role in practical machine learning systems. A crucial step in graph based SSL methods is the conv...
105
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PODS
2008
ACM
16 years 22 days ago
2008
ACM
In this study we propose sketching algorithms for computing similarities between hierarchical data. Specifically, we look at data objects that are represented using leaf-labeled t...
113
Voted
SPAA
2006
ACM
15 years 6 months ago
2006
ACM
One of the fundamental trade-offs in compact routing schemes is between the space used to store the routing table on each node and the stretch factor of the routing scheme – th...
95
Voted
AUSDM
2006
Springer
15 years 4 months ago
2006
Springer
Supervised text classification is the task of automatically assigning a category label to a previously unlabeled text document. We start with a collection of pre-labeled examples ...