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  Active Learning in the Drug Discovery Process

Warmuth, M., Rätsch, G., Mathieson M, Liao, J., & Lemmen, C. (2002). Active Learning in the Drug Discovery Process. Advances in Neural Information Processing Systems, 1449-1456.

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Item Permalink: https://hdl.handle.net/11858/00-001M-0000-0013-DF09-B Version Permalink: https://hdl.handle.net/11858/00-001M-0000-0013-DF0A-9
Genre: Conference Paper

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 Creators:
Warmuth, MK, Author
Rätsch, G1, Author           
Mathieson M, Liao, J, Author
Lemmen, C, Author
Dietterich, Editor
T.G., Editor
Becker, S., Editor
Ghahramani, Z., Editor
Affiliations:
1Department Empirical Inference, Max Planck Institute for Biological Cybernetics, Max Planck Society, ou_1497795              

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 Abstract: We investigate the following data mining problem from Computational Chemistry: From a large data set of compounds, find those that bind to a target molecule in as few iterations of biological testing as possible. In each iteration a comparatively small batch of compounds is screened for binding to the target. We apply active learning techniques for selecting the successive batches.

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 Dates: 2002-09
 Publication Status: Issued
 Pages: -
 Publishing info: -
 Table of Contents: -
 Rev. Type: -
 Identifiers: ISBN: 0-262-04208-8
URI: http://books.nips.cc/nips14.html
BibTex Citekey: 2190
 Degree: -

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Title: Fifteenth Annual Neural Information Processing Systems Conference (NIPS 2001)
Place of Event: Vancouver, BC, Canada
Start-/End Date: -

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Title: Advances in Neural Information Processing Systems
Source Genre: Journal
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Affiliations:
Publ. Info: Cambridge, MA, USA : MIT Press
Pages: - Volume / Issue: - Sequence Number: - Start / End Page: 1449 - 1456 Identifier: -