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GCB
1997
Springer
77views Biometrics» more  GCB 1997»
15 years 11 months ago
Statistics of large scale sequence searching
Motivation: Database search programs such as FASTA, BLAST or a rigorous Smith–Waterman algorithm produce lists of database entries, which are assumed to be related to the query....
Rainer Spang, Martin Vingron
217
Voted
ACL
2009
15 years 5 months ago
A Rose is a Roos is a Ruusu: Querying Translations for Web Image Search
We query Web Image search engines with words (e.g., spring) but need images that correspond to particular senses of the word (e.g., flexible coil). Querying with polysemous words ...
Janara Christensen, Mausam, Oren Etzioni
RECSYS
2009
ACM
16 years 1 months ago
Generating transparent, steerable recommendations from textual descriptions of items
We propose a recommendation technique that works by collecting text descriptions of items and using this textual aura to compute the similarity between items using techniques draw...
Stephen J. Green, Paul Lamere, Jeffrey Alexander, ...
ICMCS
2005
IEEE
94views Multimedia» more  ICMCS 2005»
16 years 23 days ago
Video booklet
In this paper, we propose a novel system, Video Booklet, which enables efficient and nature video browsing and searching. In the system, a set of selected thumbnails excerpted fro...
Xian-Sheng Hua, Shipeng Li, Hong-Jiang Zhang
JMLR
2012
13 years 9 months ago
Random Search for Hyper-Parameter Optimization
Grid search and manual search are the most widely used strategies for hyper-parameter optimization. This paper shows empirically and theoretically that randomly chosen trials are ...
James Bergstra, Yoshua Bengio