 | Artificial Intelligence for Investigating Anti-cancer solutions We are on a mission to investigate and provide the most advanced Machine Learning and Web Intelligence technologies to find treatments or diagnostic tools to fight diseases like cancers. We are small, we are not in Redmond or Silicon Valley, but we are not intimidated. |
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Online Learning: Periodic Step Size Adaptation (PSA) (2007-) |
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We propsed the Periodic Step size Adaptation (PSA) to train conditional random fields model (CRF) in ICDM 2007. PSA code for CRF is developed by modifying CRF++. PSA ver0.13 demonstrates how to implement PSA. For more details please download PSA ver0.13 and find "README_PSA.txt". Currently we are applying PSA to other models, for example, SVM. [download the paper] [download PSA ver0.13] |
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AIIAGMT, our gene mention tagger for BioCreative 2, is now available on the Web. |
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Try this tool online: AIIAGMT (AIIA Gene Mention Tagger) See you at ISMB 2008! [Paper PDF] Our gene mention tagger participated in BioCreative 2 challenge (Kuo et al. and Huang et al., 2007), now entitled "AIIAGMT," is released free to users around the world through the Web on 18th January, 2008. |
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