20 search results - page 1 / 4 » Mismatch string kernels for discriminative protein classific... |
BIOINFORMATICS
2004
13 years 5 months ago
2004
NIPS
2008
13 years 6 months ago
2008
We present a new family of linear time algorithms based on sufficient statistics for string comparison with mismatches under the string kernels framework. Our algorithms improve t...
BIBM
2008
IEEE
13 years 7 months ago
2008
IEEE
Recent studies in protein sequence analysis have leveraged the power of unlabeled data. For example, the profile and mismatch neighborhood kernels have shown significant improveme...
EVOW
2006
Springer
13 years 9 months ago
2006
Springer
Infection by the human papillomavirus (HPV) is associated with the development of cervical cancer. HPV can be classified to highand low-risk type according to its malignant potenti...
IJDMB
2008
13 years 5 months ago
2008
: Computational classification of proteins using methods such as string kernels and Fisher-SVM has demonstrated great success. However, the resulting models do not offer an immedia...