popular statistical technique of e-mail filtering. They typically use bag-of-words features to identify email spam, an approach commonly used in text classification...
24 KB (3,393 words) - 17:51, 5 August 2024
such as the extended Kalman filter and the unscented Kalman filter which work on nonlinear systems. The basis is a hidden Markov model such that the state...
129 KB (20,529 words) - 10:44, 29 August 2024
variable-order Markov (VOM) models are an important class of models that extend the well known Markov chain models. In contrast to the Markov chain models...
9 KB (1,140 words) - 22:36, 2 January 2024
Markovian discrimination (category Markov models)
Markovian discrimination is a class of spam filtering methods used in CRM114 and other spam filters to filter based on statistical patterns of transition...
4 KB (514 words) - 03:03, 24 August 2024
probability Bayesian spam filtering Belief propagation Cox's theorem Expectation-maximization algorithm Factor graph Graphical model Hidden Markov model Judea...
42 KB (6,891 words) - 18:26, 19 February 2024
Anti-Spam SMTP Proxy (ASSP) is an open-source, Perl based, platform-independent transparent SMTP proxy server. Some ASSP's features are: Hidden Markov Model...
3 KB (165 words) - 06:55, 18 May 2024
CRM114 (program) (category Anti-spam)
statistical approach for classifying data, and especially used for filtering email spam. The name comes from the CRM-114 Discriminator in the Stanley Kubrick...
7 KB (697 words) - 06:55, 18 May 2024
search theory – Method for finding lost objects Bayesian spam filtering – Technique for filtering spam e-mailPages displaying short descriptions of redirect...
6 KB (987 words) - 14:43, 23 August 2024
malicious reasons, such as the Bayesian poisoning used to counter Bayesian spam filters by using a string of words which have a high probability of being collocated...
7 KB (838 words) - 05:48, 2 August 2024
Feature selection (section Filter method)
solution to the filter feature selection problem is the Markov blanket of the target node, and in a Bayesian Network, there is a unique Markov Blanket for...
58 KB (6,933 words) - 03:15, 11 March 2024