8 search results - page 1 / 2 » A Generative Model for Self Non-self Discrimination in Strin... |
ICANNGA
2009
Springer
13 years 11 months ago
2009
Springer
A statistical generative model is presented as an alternative to negative selection in anomaly detection of string data. We extend the probabilistic approach to binary classificat...
EMNLP
2008
13 years 6 months ago
2008
String transformation, which maps a source string s into its desirable form t , is related to various applications including stemming, lemmatization, and spelling correction. The ...
NAACL
2010
13 years 3 months ago
2010
Phonetic string transduction problems, such as letter-to-phoneme conversion and name transliteration, have recently received much attention in the NLP community. In the past few y...
EMNLP
2007
13 years 6 months ago
2007
We describe a discriminatively trained sequence alignment model based on the averaged perceptron. In common with other approaches to sequence modeling using perceptrons, and in co...
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...