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» An Introduction to Transfer Learning
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JBCB
2010
138views more  JBCB 2010»
13 years 4 months ago
Hierarchical Classification of Gene Ontology Terms Using the Gostruct Method
Protein function prediction is an active area of research in bioinformatics. And yet, transfer of annotation on the basis of sequence or structural similarity remains widely used ...
Artem Sokolov, Asa Ben-Hur
TEI
2012
ACM
257views Hardware» more  TEI 2012»
12 years 5 months ago
Beyond affordance: tangibles' hybrid nature
A prevalent assumption behind interface approaches that employ physical means of interaction is that this leverages users’ prior knowledge from the real world. This paper scruti...
Eva Hornecker
SIGECOM
2011
ACM
259views ECommerce» more  SIGECOM 2011»
13 years 19 days ago
Designing adaptive trading agents
ended abstract summarizes the research presented in Dr. Pardoe’s recently-completed Ph.D. thesis [Pardoe 2011]. The thesis considers how adaptive trading agents can take advantag...
David Pardoe, Peter Stone
KDD
2009
ACM
230views Data Mining» more  KDD 2009»
14 years 10 months ago
Cross domain distribution adaptation via kernel mapping
When labeled examples are limited and difficult to obtain, transfer learning employs knowledge from a source domain to improve learning accuracy in the target domain. However, the...
ErHeng Zhong, Wei Fan, Jing Peng, Kun Zhang, Jiang...
IROS
2006
IEEE
100views Robotics» more  IROS 2006»
14 years 3 months ago
Sound Localization for Humanoid Robots - Building Audio-Motor Maps based on the HRTF
— Being able to localize the origin of a sound is important for our capability to interact with the environment. Humans can localize a sound source in both the horizontal and ver...
Jonas Hörnstein, Manuel Lopes, José Sa...