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» Learning Functions from Imperfect Positive Data
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ISMB
1998
13 years 11 months ago
Phylogenetic Inference in Protein Superfamilies: Analysis of SH2 Domains
This workfocuses on the inference of evolutionary relationships in protein superfamilies, and the uses of these relationships to identify keypositions in the structure, to infer a...
Kimmen Sjölander
ICRA
2008
IEEE
145views Robotics» more  ICRA 2008»
14 years 4 months ago
Acquiring change models for sensor-based robot manipulation
—The aim of this paper is to enable a programmer to easily employ external sensors for flexible robot manipulation. We describe a general approach to determine the relation betwe...
Jan Deiterding, Dominik Henrich
WWW
2009
ACM
14 years 10 months ago
A dynamic bayesian network click model for web search ranking
As with any application of machine learning, web search ranking requires labeled data. The labels usually come in the form of relevance assessments made by editors. Click logs can...
Olivier Chapelle, Ya Zhang
BMCBI
2007
167views more  BMCBI 2007»
13 years 10 months ago
Applying negative rule mining to improve genome annotation
Background: Unsupervised annotation of proteins by software pipelines suffers from very high error rates. Spurious functional assignments are usually caused by unwarranted homolog...
Irena I. Artamonova, Goar Frishman, Dmitrij Frishm...
NIPS
2001
13 years 11 months ago
On the Generalization Ability of On-Line Learning Algorithms
In this paper, it is shown how to extract a hypothesis with small risk from the ensemble of hypotheses generated by an arbitrary on-line learning algorithm run on an independent an...
Nicolò Cesa-Bianchi, Alex Conconi, Claudio ...