Ruby interface to the CRM114 Controllable Regex Mutilator, an advanced and fast text classifier that uses sparse binary polynomial matching with a Bayesian Chain Rule evaluator and a hidden Markov model to categorize data with up to a 99.87% accuracy.
The main idea behind was in situation where you have SpamAssassin installed on the mail server itself and there's no use to have another spam procesing engine.
For instance I have SA installed on my home mailserver and I have the office email account (no SA at office) and I would like to use my
... [More] home SA to identify junk.
On my office account I have Report as Spam (Rspam) Plugin installed so I didn't touch learn/report stuff. Of course spamc is still required (it usualy comes already installed in most modern distros). If this makes sense I'll add port option, ssl, and username option. [Less]
Baruwa (swahili for letter or mail) is a web 2.0 MailScanner front-end.
It provides an easy to use interface for managing a MailScanner installation. It is used to perform operations such as releasing quarantined messages, spam learning, whitelisting and blacklisting addresses, monitoring the
... [More] health of the services etc. Baruwa is implemented
using web 2.0 features (AJAX) where deemed fit, graphing is also implemented on the client side using SVG, Silverlight or VML.
It includes reporting functionality with an easy to use query builder, results can be displayed as message lists or graphed as colorful and pretty interactive graphs.
Custom MailScanner modules are provided to allow for logging of messages to the mysql database with SQLite as backup and for managing whitelists & blacklists [Less]
Winnow efficiently trains and operates any number of unique Naive Bayes classifiers on large sets of content. Written in C, runs on any Unix, very high performance, works with very small
training and unbalanced training sets. Winnow powers http://winnowtag.org, an innovative web feed reader that
... [More] uses smart tags that learn and find the content you want to see, from more sources than you can follow with traditional feed readers. Subscribe, create, and share tags. Add feeds, import feed lists, publish tags as feeds. http://winnowtag.org shows Winnow’s accuracy and performance searching over 3/4 million items updated daily from 8,000 feeds. Winnow works particularly well with Ruby and Ruby on Rails. [Less]
Data-intensive systems and applications transfer large volumes of data and meta- data to highly distributed users separated by geographic distance and organiza- tional boundaries. A dominating factor in these large volume data transfers is the selection of the appropriate software connector that
... [More] satisfies user constraints on the required data distribution scenarios.
We present a software architecture- based systematic framework for selecting software connectors based on eight key dimensions of data distribution that we use to represent the data distribution scenarios. Our framework, dubbed DISCO, accurately, efficiently, and reliably captures a guru’s domain knowledge and allows a user to automatically leverage that knowledge to drive connector selection. [Less]
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