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» Classification with partial labels
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137
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BMCBI
2005
124views more  BMCBI 2005»
15 years 2 months ago
Probabilistic annotation of protein sequences based on functional classifications
: One of the most evident achievements of bioinformatics is the development of methods that transfer biological knowledge from characterised proteins to uncharacterised sequences. ...
Emmanuel D. Levy, Christos A. Ouzounis, Walter R. ...
147
Voted
PAMI
2006
187views more  PAMI 2006»
15 years 2 months ago
An Experimental Study on Pedestrian Classification
Detecting people in images is key for several important application domains in computer vision. This paper presents an in-depth experimental study on pedestrian classification; mul...
Stefan Munder, Dariu M. Gavrila
110
Voted
CLEF
2010
Springer
15 years 3 months ago
Bootstrapping Websites for Classification of Organization Names on Twitter
There has been a growing interest in monitoring the social media presence of companies for improved marketing. Many public APIs are available for tapping into the data, and there a...
Paul Kalmar
134
Voted
ML
2010
ACM
163views Machine Learning» more  ML 2010»
14 years 9 months ago
Classification with guaranteed probability of error
We introduce a general-purpose learning machine that we call the Guaranteed Error Machine, or GEM, and two learning algorithms, a real GEM algorithm and an ideal GEM algorithm. Th...
Marco C. Campi
127
Voted
GECCO
2000
Springer
112views Optimization» more  GECCO 2000»
15 years 6 months ago
Linguistic Rule Extraction by Genetics-Based Machine Learning
This paper shows how linguistic classification knowledge can be extracted from numerical data for pattern classification problems with many continuous attributes by genetic algori...
Hisao Ishibuchi, Tomoharu Nakashima