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118
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BILDMED
2006
112views Algorithms» more  BILDMED 2006»
15 years 1 months ago
Extracting Consistent and Manifold Interfaces from Multi-valued Volume Data Sets
We propose an algorithm to construct a set of interfaces that separate the connected components of a multi-valued volume dataset. While each single interface is a manifold triangle...
Stephan Bischoff, Leif Kobbelt
INFORMATICALT
2008
196views more  INFORMATICALT 2008»
15 years 15 days ago
An Efficient and Sensitive Decision Tree Approach to Mining Concept-Drifting Data Streams
Abstract. Data stream mining has become a novel research topic of growing interest in knowledge discovery. Most proposed algorithms for data stream mining assume that each data blo...
Cheng-Jung Tsai, Chien-I Lee, Wei-Pang Yang
112
Voted
JMLR
2008
114views more  JMLR 2008»
15 years 15 days ago
Coordinate Descent Method for Large-scale L2-loss Linear Support Vector Machines
Linear support vector machines (SVM) are useful for classifying large-scale sparse data. Problems with sparse features are common in applications such as document classification a...
Kai-Wei Chang, Cho-Jui Hsieh, Chih-Jen Lin
87
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BILDMED
2009
128views Algorithms» more  BILDMED 2009»
15 years 1 months ago
Surface-Based Respiratory Motion Classification and Verification
To ensure precise tumor irradiation in radiotherapy a stable breathing pattern is mandatory as tumors are moving due to respiratory motion. Consequentially, irregularities of respi...
Kerstin Müller, Christian Schaller, Jochen Pe...
BMCBI
2010
158views more  BMCBI 2010»
15 years 19 days ago
A Bayesian network approach to feature selection in mass spectrometry data
Background: Time-of-flight mass spectrometry (TOF-MS) has the potential to provide non-invasive, high-throughput screening for cancers and other serious diseases via detection of ...
Karl W. Kuschner, Dariya I. Malyarenko, William E....