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» Domain Adaptation via Transfer Component Analysis
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TNN
2011
200views more  TNN 2011»
13 years 2 months ago
Domain Adaptation via Transfer Component Analysis
Domain adaptation solves a learning problem in a target domain by utilizing the training data in a different but related source domain. Intuitively, discovering a good feature rep...
Sinno Jialin Pan, Ivor W. Tsang, James T. Kwok, Qi...
NIPS
2008
13 years 8 months ago
An Empirical Analysis of Domain Adaptation Algorithms for Genomic Sequence Analysis
We study the problem of domain transfer for a supervised classification task in mRNA splicing. We consider a number of recent domain transfer methods from machine learning, includ...
Gabriele Schweikert, Christian Widmer, Bernhard Sc...
JCST
2011
88views more  JCST 2011»
12 years 10 months ago
Transfer Learning via Multi-View Principal Component Analysis
Yangsheng Ji, Jiajun Chen, Gang Niu, Lin Shang, Xi...
BMCBI
2008
125views more  BMCBI 2008»
13 years 7 months ago
Tandem duplication, circular permutation, molecular adaptation: how Solanaceae resist pests via inhibitors
Background: The Potato type II (Pot II) family of proteinase inhibitors plays critical roles in the defense system of plants from Solanaceae family against pests. To better unders...
Lesheng Kong, Shoba Ranganathan
SAS
2010
Springer
172views Formal Methods» more  SAS 2010»
13 years 5 months ago
Deriving Numerical Abstract Domains via Principal Component Analysis
Numerical Abstract Domains via Principal Component Analysis Gianluca Amato, Maurizio Parton, and Francesca Scozzari Universit`a di Chieti-Pescara – Dipartimento di Scienze We pro...
Gianluca Amato, Maurizio Parton, Francesca Scozzar...