Bayesian Pattern Filtering Library 0.1.0alpha

Grok Headline matches for Bayesian Pattern Filtering Library 0.1.0alpha

Bayesian spam filtering for the masses

Bayesian spam filtering for the masses 10/30/2003 11:59 PM
Spam, or unsolicited commercial e-mail, is now a sad part of everyday life online. Research companies estimate that more than 50% of the worldwide e-mail traffic is spam. As a result, it's becoming constantly more difficult and time-consuming to sort out legitimate e-mails from the deluge of commercial messages we're being flooded with. But there are ways to fight back. In this series, we'll walk through choosing and setting up a highly effective package for screening out spam.

Bayesian Filter Library

Bayesian Filter Library 03/13/2003 11:34 AM
0.1.0alpha release

Bayesian Noise Reduction Library 2.0.0

Bayesian Noise Reduction Library 2.0.0 12/28/2004 11:39 PM
An implementation of the Bayesian Noise Reduction algorithm.

Bayesian Noise Reduction Library 1.2

Bayesian Noise Reduction Library 1.2 07/26/2004 10:38 AM
An implementation of the Bayesian Noise Reduction algorithm.

Bayesian Noise Reduction Library 2.0.2

Bayesian Noise Reduction Library 2.0.2 01/02/2005 04:17 AM
An implementation of the Bayesian Noise Reduction algorithm.

Bayesian Noise Reduction Library 1.0.0

Bayesian Noise Reduction Library 1.0.0 07/22/2004 12:49 PM
An implementation of the Bayesian Noise Reduction algorithm.

Wheatland Broadband Unveils NetLock
Content Filtering - CIPA Compliant
Service Positioned for School and
Library Use

Wheatland Broadband Unveils NetLock
Content Filtering - CIPA Compliant
Service Positioned for School and
Library Use 09/03/2004 02:24 AM
Wheatland Broadband Services today announced NetLock content filtering services as the newest addition to their Internet service offerings. Featuring the ability to fully customize all available categories as well as CIPA (Children’s Internet Protection Act) compliancy, NetLock is ideal for concerned families and businesses as well as schools and libraries wishing to meet the requirements of CIPA. [PRWEB Sep 3, 2004]

Petal 0.80.0alpha

Petal 0.80.0alpha 12/16/2003 04:06 PM
A tool to maintain permissions on trees of files.

Cyber Socket Server 1.0alpha

Cyber Socket Server 1.0alpha 09/10/2004 02:28 PM
A replacement for the Flash Communications Server.

Common Lisp Hypertext Preprocessor
0.2.0alpha

Common Lisp Hypertext Preprocessor
0.2.0alpha 11/13/2003 01:51 AM
A hypertext preprocessor for Common Lisp.

[OT] Safe spam filtering methods (was:
Is predictable spam filtering a
vulnerability?)

[OT] Safe spam filtering methods (was:
Is predictable spam filtering a
vulnerability?) 06/22/2004 11:56 PM
The Fungi (Jun 20 2004)

Bayesian Aggregator

Bayesian Aggregator 12/02/2003 08:47 AM
In a comment, Kevin Jordan writes: 348North News is a normal aggregator in much of the way you think of it. However, it allows me to identify keywords or themes that it puts together into phrases — and then matches up the phrases with like articles. Like a cross between Google News and Daypop (but that makes it sound much more complex than it is). If you want to see an "interests" based summary for me, check out the Phrase Index. I use fairly general keywords so as not to miss out on the future items. I haven't tried...

Java Bayesian

Java Bayesian 04/01/2005 06:56 AM

Is there a decent open source Java Bayesian package that is not GPL or similarly restricted from commercial use?  I am aware of only Classifier4J.  Preferably, it should be optimized for server applications and high performance.

Subconsciously, People may be Bayesian

Subconsciously, People may be Bayesian 01/22/2004 02:48 AM
DAVID LEONHARDT writes in a NY Times article about people playing the odds of everyday life with Bayesian Analysis. He describes new research, recently published in Nature, "which stands out because it offers a detailed window into how the Bayesian thought process works, showing the point when uncertainty becomes great enough to give past experience an edge over current observation." Bayesian Analysis, among researchers, is "the combining of new information with conventional wisdom." I do agree about their reliance on past observations, but I believe that they have underestimated the role of future orientation in the whole mix of decision making.

Working with Bayesian Categorizers

Working with Bayesian Categorizers 11/19/2003 08:11 PM
Bayesian classification has proved a powerful weapon against spam. Jon Udell tries to find out whether it can be put to use in other spheres of content categorization.

Bayesian Aggregation, Part II

Bayesian Aggregation, Part II 02/23/2003 05:22 PM
iFile finally classified something as belonging on my weblog, but I have no idea why... Justin Rudd's Busy weekend complicated...

Bayesian Aggregation, Part I

Bayesian Aggregation, Part I 02/14/2003 03:23 PM
On Monday I configured Scenario 3 of my Bayesian Aggregation experiment, building a "good" corpus of my weblog entries and...

Working with Bayesian categorizers

Working with Bayesian categorizers 12/02/2003 01:38 AM

There's been some discussion in the blog world about using a Bayesian categorizer to enable a person to discriminate along various interest/non-interest axes. I took a run at this recently and, although my experiments haven't been wildly successful, I want to report them because I think the idea may have merit. [Full story: O'Reilly Network: Working with Bayesian Categorizers]

This month's O'Reilly Network column was a struggle because categorization itself is a struggle. I remain convinced that the automated classifiers that are doing such a good job beating back the tide of spam will also turn out to be more generally useful. But finding the right synergy between an automated assistant and a human overseer is a subtle and tricky thing. ...

octo's bayesian mail filter 0.05

octo's bayesian mail filter 0.05 12/21/2003 08:25 PM
A multi-user spam filter with a database backend.

Implement Bayesian inference using PHP,
Part 1

Implement Bayesian inference using PHP,
Part 1 04/09/2004 04:05 PM
This article discusses how Bayesian inference can be used to build an online PHP-based wizard that guides a user through the process making a medical diagnosis. This three-part series features interesting applications designed to help you appreciate the power and potential of Bayesian inference concepts.

E-texts used against Bayesian
spam-filters

E-texts used against Bayesian
spam-filters 12/02/2003 07:37 AM
Bayesian anti-spam filters count word-frequency in suspect and compare the results to profiles of word-frequency in spam and ham. Defeating this requires that your spam include a lot of natural human prose. So spammers have started to mine the Gutenberg Project and other sources of human-generated ASCII and dumping random hunks of literature into their messages to get around the filters.

Blogger and journalist Clive Thompson found an excerpt from Chapter 20 of The Master Key by Wizard of Oz author L Frank Baum in a message that had as its subject line "the big unit" (no prizes for guessing what the rest of it was hawking).

Link

IBM DeveloperWorks: Bayesian Inference,
Part 2

IBM DeveloperWorks: Bayesian Inference,
Part 2 04/14/2004 07:45 AM
Paul Meagher wrote in this morning to tell us about Part Two of his Ba yesian inference using PHP article series.

Devshed: Implement Bayesian Inference
with PHP

Devshed: Implement Bayesian Inference
with PHP 01/06/2005 09:24 AM
DevShed has a new article posted today for all of those interested in a better way to filter out information/spam messages from your data - Implement Bayesian inference using PHP, Part 1 .

IBM DeveloperWorks: Bayesian Inference,
Part 3

IBM DeveloperWorks: Bayesian Inference,
Part 3 05/12/2004 08:28 AM
In a new submission from Paul Meagher, he lets us know that the third part of his series has been posted - Im plement Bayesian inference using PHP: Part 3.

Bayesian Network Classifiers in Java

Bayesian Network Classifiers in Java 06/10/2004 10:07 PM
JavaBayes v.0346.1

SpamProbe - fast bayesian spam filter

SpamProbe - fast bayesian spam filter 03/27/2005 10:08 AM
spamprobe-1.1x6 released

Bayesian decision-making rules our
unconscious

Bayesian decision-making rules our
unconscious 01/22/2004 02:47 AM
Bayesian statistical modelling is a tool used to compare new events to past experience, something useful for applications as diverse as predicting whether a message is spam and whether a Web-page is relevant to a given subject. New research indicates that we do a lot of Bayesian comparisons in our heads, particularily when engaged in athletic tasks:

"Most decisions in our lives are done in the presence of uncertainty," Dr. Körding said. "In all these cases, the prior knowledge we have can be very helpful. If the brain works in the Bayesian way, it would optimally use the prior knowledge."

The researchers drew the analogy to tennis in their paper, and it is not the first study to suggest that athletes have a more sophisticated understanding of mathematics than even they may realize.

Link (via K5)

bogofilter -- Fast Bayesian Spam Filter

bogofilter -- Fast Bayesian Spam Filter 03/16/2003 01:31 PM
bogofilter-0.11.1.3 - new stable release

Bitflux Blog: PHP Naive Bayesian Filter

Bitflux Blog: PHP Naive Bayesian Filter 03/31/2005 09:56 AM
On the Bitflux Blog today (Christian Stocker) there's a posting about a simple, easy-to-implement n aive PHP Bayesian filter.

"Spammers use text from novels to fool
Bayesian filters"

"Spammers use text from novels to fool
Bayesian filters" 12/03/2003 09:47 PM

Bayesian spam rumination: when
word-frequency-histograms attack!

Bayesian spam rumination: when
word-frequency-histograms attack! 06/29/2004 10:40 AM
Ed Felten has posted an intriguing rumination on the possible failure modes of Bayesian spam-filtering -- filtering that uses word-frequency statistics to classify email as spam or ham. As Ed points out, Bayesian filters are trained by the spammers, who, by choosing the vocabulary of their messages carefully, can make messages containing certain words or phrases undeliverable on the Internet.

Now suppose a big spammer wanted to poison a particular word, so that messages containing that word would be (mis)classified as spam. The spammer could sprinkle the target word throughout the word salad in his outgoing spam messages. When users classified those messages as spam, the targeted word would develop a negative score in the users' Bayesian spam filters. Later, messages with the targeted word would likely be mistaken for spam.

This attack could even be carried out against a particular targeted user. By feeding that user a steady diet of spam (or pseudo-spam) containing the target word, a malicious person could build up a highly negative score for that word in the targeted user's filter.

Link

"RipDigital is a bulk CD-ripping
operation: send them your CD library and
they'll ship your library back in MP3
format"

"RipDigital is a bulk CD-ripping
operation: send them your CD library and
they'll ship your library back in MP3
format" 01/12/2004 02:57 AM

Pattern-lab 0.1.0

Pattern-lab 0.1.0 07/25/2004 04:25 AM
Pattern recognition and OCR software.

Do You See a Pattern Here?

Do You See a Pattern Here? 08/06/2004 04:39 AM
Benoît Mandelbrot, the father of the fractal, writes an open letter to the wizards of Wall Street. From Wired magazine.

Delicious Library 1.0: Easy, Fun Library
Software Catalogs Your Media

Delicious Library 1.0: Easy, Fun Library
Software Catalogs Your Media 03/17/2005 03:10 AM

In addition to being useful and easy to use, it's just plain fun. By Mathew Honan, Macworld

Chemistry-Pattern-0.25

Chemistry-Pattern-0.25 08/06/2004 12:41 AM

Chemistry-Pattern-0.20

Chemistry-Pattern-0.20 05/31/2004 11:44 PM

Holding Pattern

Holding Pattern 04/25/2004 08:19 AM
Holding Pattern is a screensaver for Mac OS X that generates photo-realistic simulations of the view from a flying airplane window.

Dartmouth pattern course

Dartmouth pattern course 10/30/2003 01:39 AM
Math ematics and art are thoroughly explored as two intertwined fields, in this online version of a Dartmouth course focusing on patterns [more inside].
Grok Description matches for Bayesian Pattern Filtering Library 0.1.0alpha
GrokA matches for Bayesian Pattern Filtering Library 0.1.0alpha

Canon Wordtank G50 Japanese Dictionary

Canon Wordtank G50 Japanese Dictionary 04/30/2004 07:50 AM
Japanese pop-culture importer JBox has the Canon Wordtank G50 electronic dictionary in stock, a paperback-sized unit that crams 9 dictionaries and thesauruses into one unit, including English-to-Japanese, Japanese-to-English, the Oxford English Dictionary and Thesaurus, Kanji and Katakana Dictionaries, and the (apparently) famous Kojien, filled with illustrations and images. Not only...

The Old Car Manual Project

The Old Car Manual Project 06/03/2004 08:29 AM
If you've got a rustbucket (or a very nice old car) you'll want to explore The Old Car Manual Project at http://www.tocmp.com/ , a collection of manuals, brochures, and even...

Manual de programación en C++ y Qt

Manual de programación en C++ y Qt 03/26/2005 01:07 PM

PHP Does Windows: The New CHM Manual

PHP Does Windows: The New CHM Manual 08/16/2002 07:52 AM

New .Mac Users Manual Now Available

New .Mac Users Manual Now Available 12/19/2003 11:25 AM
Apple has posted the Getting Started with .Mac, a 40 page downloadable PDF manual that covers everything you need to know about using your .Mac account. From setting up your account to iSync to OS X integration, the manual is great for beginners, but even experienced users will be able to find valuable information. The manual is a free download, even for non-.Mac members, and it is a great way to see all that .Mac has to offer before purchasing a membership.

New: Google: The Missing Manual

New: Google: The Missing Manual 06/08/2004 10:31 AM
O'Reilly & Associates' Google: The Missing Manual is aimed at searchers, from new to experienced, and covers topics such as how to craft a successful search, when to use Google Answers, and how to customize the Google toolbar.

MySQL Reference Manual

MySQL Reference Manual 03/11/2003 01:22 AM
If you were looking for a good printed version of MySQL 4 reference manual, this is probably your best choice as it comes from the MySQL AB developers: Michael "Monty" Widenius and David Axmark.

New: iLife '04: The Missing Manual

New: iLife '04: The Missing Manual 09/27/2004 09:27 AM
iLife '04: The Missing Manual by David Pogue explores each of the five iLife programs in depth, including undocumented tips and tricks.

Internet Sources Manual

Internet Sources Manual 07/15/2004 05:21 AM


Internet Sources Manual
http://www.InternetSources.inf o/

Internet Sources™ by Marcus P. Zillman, M.S., A.M.H.A.; Internet author, speaker, consultant and expert is a 378 page manual listing all the very latest and greatest sources and sites (URLs) on the World Wide Web that have been compiled over the last ten years by surfing, browsing and using his Subject Tracer Bots™. Listed are many sites not available from search engines and called the "invisible" web.

PHP: Backward Incompatible Changes -
Manual

PHP: Backward Incompatible Changes -
Manual 08/10/2004 01:22 AM
backwards-incompatible changes in PHP5

php.net/manual/en/migration5.incompatible.php
track this site | 2 links

U.S. Government Manual 2004-05

U.S. Government Manual 2004-05 09/23/2004 05:10 AM
U.S. Government Manual 2004-05
http://www.gpoacces s.gov/gmanual/index.html

Covers the just released 2004-05 U.S. Government Manual. As the official handbook of the Federal Government, the United States Government Manual provides comprehensive information on the agencies of the legislative, judicial, and executive branches. It also includes information on quasi-official agencies, international organizations in which the United States participates, and boards, commissions, and committees. The Manual begins with reprints of the Declaration of Independence and the U.S. Constitution. This has been added to Research Resources Subject Tracer™ Information Blog and Reference Resources Subject Tracer™ Information Blog.

New: GarageBand: The Missing Manual

New: GarageBand: The Missing Manual 08/06/2004 10:00 AM
GarageBand: The Missing Manual, by David Pogue, covers tips on song building and orchestration, GarageBand basics, and beyond, with exploration of GarageBand features in depth plus advanced topics.

Doggerel Bites Manual

Doggerel Bites Manual 03/08/2004 11:15 PM
A brief poetic look at Simplifi's sky-high charges: Esme Vos of MuniWireless presents her take on the high charges for ad hoc access to iPass's network via Simplifi which we discussed a few days ago....

New: iPhoto 4: The Missing Manual

New: iPhoto 4: The Missing Manual 05/19/2004 10:23 AM
iPhoto 4: The Missing Manual, 3rd Edition, by David Pogue and Derrick Story, covers both beginning topics and advanced ones such as output and presentation options, file management, and troubleshooting.

Macintosh Haynes Manual

Macintosh Haynes Manual 10/28/2003 11:08 PM
Haynes manuals are well known in the UK for providing invaluable help on repairing and maintaining cars. Anyone wanting to know how to change the head gasket on a Mk III Ford Fiesta will know exactly what I mean. Now those clever chaps at Haynes have produced a Mac Manual. As the description states :

This jargon-free manual will save time and money and give the reader a basic understanding of all areas of Mac hardware and installation – without blinding them with science.

Good stuff.

New: iPhoto 5: The Missing Manual

New: iPhoto 5: The Missing Manual 04/07/2005 12:39 PM
iPhoto 5: The Missing Manual by David Pogue and Derrick Story includes full color images and covers both beginning topics (including buying and using digital cameras and iPhoto basics) and advanced ones such as RAW editing.

The iPod And Manual Mode

The iPod And Manual Mode 06/29/2004 06:58 PM
I'd like to use today's entry to clear up some confusion about how Manual Mode works. By Christopher Breen, Macworld (via MyAppleMenu)

OpenGL Reference Manual v1.4

OpenGL Reference Manual v1.4 05/06/2004 02:28 PM

iLife '04 Mini Manual

iLife '04 Mini Manual 01/24/2004 08:44 AM
If you've just recently got your hands on iLife '04 you might find this little PDF booklet useful. Authored by David Pogue and published by O'Reilly, the iLife '04 Mini Manual is a 50 page document designed to help you get going in iPhoto 4, iDVD 4, iTunes 4.2 and GarageBand. Later in the Spring, Pogue and O'Reilly will be publishing iLife '04 : The Missing Manual — a full-sized book covering the iApps in much greater detail — but this little PDF is available for free this weekend, so head over to MacDevCenter and download it.

1940s telephone manual

1940s telephone manual 05/27/2004 01:59 PM
"How to Make Friends By Telephone" is a 1940s instructional booklet on using the new telephonic device network. Here's a scanned version -- it's a hoot. Link (Thanks, Rich!)

Google: The Missing Manual

Google: The Missing Manual 07/29/2004 05:03 PM

This Wasn't in My Disk Drive Manual

This Wasn't in My Disk Drive Manual 05/19/2004 04:36 PM

Datadoctorn Labs offers a 10-point set of instructions on how to "Defraggle your motherdisk!. Example (following the physical removal of the disk from the computer and its protective case):

7. The reading-nerd device sometimes becomes dirty, mainly due to junk mail and infections (viruses). To make it shiny and bright again, simply use a toothbrush with some oil (10-40w) , then you'll lubricate it at the same time , to flies on one blow (old Swedish saying). Don't förgett to wash the toothbrush after you're done, data doesn't taste so very good...

PHP.net: New Tool to Help on Manual
Searches

PHP.net: New Tool to Help on Manual
Searches 10/30/2002 08:55 AM

PHP Manual CHM Edition - 12th build

PHP Manual CHM Edition - 12th build 10/28/2003 11:06 PM
The 12th build of the extended CHM edition is out now, and available for download. This build contains updated content and user notes, as well as fixes the bugs found in the previous build. A new optional "phpZ" skin is also introduced in this release, courtesy of Gonzalo De la Pena Andreu. For more information, visit the homepage of this edition.

Manual Express Downloads are now live

Manual Express Downloads are now live 07/09/2004 05:06 PM
From the Visual Studio Express blog:

El manual para 'clustering' con
openMosix

El manual para 'clustering' con
openMosix 09/08/2004 08:58 AM

New: iPod & iTunes: The Missing Manual

New: iPod & iTunes: The Missing Manual 02/16/2004 12:04 PM
O'Reilly's iPod & iTunes: The Missing Manual, Second Edition covers all iPod models for both Mac and Windows, including the iPod Mini.

Primer Manual de GRASS en castellano

Primer Manual de GRASS en castellano 01/03/2004 07:13 AM

Professor gives Cisco manual away for
free

Professor gives Cisco manual away for
free 07/06/2004 06:37 AM
Rebuffed by networking giant, instructor Matt Basham goes to the Net and offers his book at no cost.

Publishing Services Manual Deployment

Publishing Services Manual Deployment 07/19/2004 01:31 AM
Learn how to deploy the Contribute publishing services as a WAR or EAR file on your J2EE server.

Bayesian Pattern Filtering Library 0.1.0alpha

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