ZDNet Resources
- Learn how spam filtering works: Explore tokenization, the building blocks of spam
- Learn how spam filtering works and how language classification and machine learning combine to produce remarkably accurate spam filters in Ending Spam: Bayesian Content Filtering and the Art of Statistical Language Classification. The book describes, in depth, how statistical filtering is being used by next-generation spam filters to...
- Tags: Spam Filtering, Bayesian, Spam Filter, Spam, Viruses And Worms, Security, Spam And Phishing
- Book chapters 2007-05-17
- ASEMCA (zip)
- ASEMCA: Anti-Spam E-Mail Checker and Autoresponder, is a colorful, stand-alone, talking e-mail checker with Bayesian and non-Bayesian filters as well as an auto-responder. It displays messages in user-defined text and background colors and can be installed and run on a computer without administrative privilege. It is a rules processor, Bayesian...
- Tags: Bayesian, E-mail, Online Communications
- Software downloads 2007-01-11
- The mystery of noisy neurons
- According to researchers at the University of Rochester, our brain is a Bayesian computer. Theyve found that noisy signals used by the brains cortex are not noisy at all. Instead, this noise dramatically enhances the brains processing, enabling us to make decisions in an uncertain world. And according to the...
- Tags: Health &, Medicine, Science &, Nature, Pouget
- Blog posts 2006-11-11
- Diagnosis of TCP Overlay Connection Failures Using bayesian Networks
- When failures occur in Internet overlay connections today, it is difficult for users to determine the root cause of failure. An overlay connection may require TCP connections between a series of overlay nodes to succeed, but accurately determining which of these connections has failed is difficult for users without access...
- Tags: Bayesian, Diagnosis, TCP, Failure, Tcp/Ip, Research & Development, Networking, Business Operations
- White papers 2006-09-15
- FreshInbox Spam Blocker for Microsoft Outlook (exe)
- FreshInbox is a plug-in for Microsoft Outlook that will dramatically reduce the amount of spam E-mails that reach your Inbox. FreshInbox automatically filters out unsolicited E-mail. The implemented Bayesian filtering algorithm allows FreshInbox to detect up to 98% of spam messages. FreshInbox offers both fast performance and accurate detection of...
- Tags: Bayesian, Microsoft Corp., Bayesian Filter, FreshInbox, Bayesian Filtering Algorithm, Microsoft Outlook, Spam, E-mail, Microsoft Office, Office Suites, Software, Security, Spam And Phishing, Online Communications
- Software downloads 2006-05-16
- Spam Reader (exe)
- Spam Reader is a MS Outlook plug-in that extends Outlook functionality with a Bayesian spam filter. There is no need to run an external program. Spam Reader fully integrates into MS Outlook. Spam Reader analyzes each message when you receive it and puts it in the Spam folder if needed....
- Tags: Bayesian, Microsoft Corp., Spam Reader, Bayesian Spam Filter, Microsoft Outlook, Groupware, Microsoft Office, Office Suites, Software, Enterprise Software
- Software downloads 2006-05-04
- Junk-Out (exe)
- Junk-Out keeps junk mail out of your Microsoft Outlook Inbox, using a combination of statistical methods (Bayesian filtering) and information you provide, to show only e-mail messages you want to see. The more you use Junk-Out, the better it gets at distinguishing useful e-mail, and getting junk out of your...
- Tags: Bayesian, Bayesian Filter, Junk-Out, E-mail, Microsoft Outlook, Spam, Microsoft Office, Online Communications, Office Suites, Software, Security, Spam And Phishing
- Software downloads 2005-12-06
- Efficient bayesian Inference for Learning in the Ising Linear Perceptron and Signal Detection in CDMA
- Efficient new Bayesian inference technique is employed for studying critical properties of the Ising linear perceptron and for signal detection in Code Division Multiple Access (CDMA). The approach is based on a recently introduced message passing technique for densely connected systems. Here both critical and non-critical regimes are studied in...
- Tags: Regime, CDMA, Bayesian, Bayesian Inference Technique, Cellular Phones, Productivity, Consumer Electronics, Personal Technology
- White papers 2005-10-18
- SafO - SafestMail for Outlook (exe)
- Permission based and Bayesian anti-spam for Outlook/Outlook Express with authorization request. Once answered, a pop up window will appear on the user's screen requesting his approval for that specific sender or message. It provides 9 filtering levels - SPF, sender's e-mail address, domain, subject, body content, header content, file attachment...
- Tags: Bayesian, Sender, Microsoft Outlook, Groupware, Microsoft Office, Office Suites, Software, Enterprise Software
- Software downloads 2005-08-10
- SpamSweep (sit)
- SpamSweep is an advanced bayesian spam filter with a simple, easy to understand interface. SpamSweep seamlessly combines many filtering technologies, including domain and relay blacklists, sender whitelisting, and a bayesian filter to automatically delete spam messages before your e-mail client downloads them. SpamSweep can notify you when you have new...
- Tags: E-mail Client, Bayesian, SpamSweep, E-mail, Spam, Online Communications, Security, Spam And Phishing
- Software downloads 2005-08-05
- Sparse bayesian Learning for Efficient Visual Tracking
- This paper extends the use of statistical learning algorithms for object localization. It has been shown that object recognizers using kernel-SVMs can be elegantly adapted to localization by means of spatial perturbation of the SVM. While this SVM applies to each frame of a video independently of other frames, the...
- Tags: Bayesian, Localization, IEEE, Object Detector, Corporate Communications, Engineering, Marketing
- White papers 2005-08-01
- Channel Estimation for CDMA Multiuser Detection
- This paper derives and evaluates a demodulation scheme in Code Division Multiple Access (CDMA) systems, which adaptively estimates hyperparameter (such as noisy channel property) based on Bayesian inference method. To avoid the computational difficulty from Bayesian inference, it resort the approximation which is known as belief propagation. The performance of...
- Tags: CDMA, Bayesian, Cellular Phones, Consumer Electronics, Personal Technology
- White papers 2005-07-18
- JGuiB for Boomer (exe)
- JGuiB is a Java GUI designed and implemented to work with Boomer, which is an excellent PK/PD modeling program. JGuiB turns interactive mode of Boomer into a GUI-based application using command line mode of Boomer. JGuiB includes three most commonly used functions of Boomer in PK/PD modeling: normal fitting, simulation,...
- Tags: Estimation, Bayesian, Modeling, JGuiB, Research & Development, Business Operations
- Software downloads 2005-07-12
- bayesian Forecasting of an Inhomogeneous Poisson Process With Applications to Call Center Data
- A call center is a centralized hub where customer and other telephone calls are dealt with by an organization. In today's economy, they have become the primary point of contact between customers and businesses. Accurate prediction of the call arrival rate is therefore indispensable for call center practitioners to staff...
- Tags: Call-center, Bayesian, Call Centers, Customer Relationship Management (CRM), It Operations, Enterprise Software, Software
- White papers 2005-05-28
- Optimizing IEEE 802.11 DCF Using bayesian Estimators of the Network State
- The optimization mechanisms proposed in the literature for the Distributed Coordination Function (DCF) of the IEEE 802.11 protocol are often based on adapting the backoff parameters to the estimate of the number of competing terminals in the network. However, existing estimation algorithms are either inaccurate or too complex. This paper...
- Tags: Algorithm, Terminal, IEEE 802.11, Network, Bayesian, IEEE, Wireless LANs, Wi-Fi, Engineering, Wireless
- White papers 2005-05-04
- A bayesian Framework for Robust Reasoning From Sensor Networks
- The work described in this paper defines a Bayesian framework to use noisy, but redundant data from multiple sensor streams and incorporate it with the contextual and domain knowledge that is provided by both the physical constraints imposed by the local environment where the sensors are located and by the...
- Tags: Network, Reasoning Inc., Bayesian, Sensor
- White papers 2005-01-31
- bayesian Packet Loss Detection for TCP
- One of TCP's critical tasks is to determine which packets are lost in the network, as a basis for control actions (flow control and packet retransmission). Modern TCP implementations use two mechanisms: timeout and fast retransmit. Detection via timeout is necessarily a time consuming operation; fast retransmit, while much quicker,...
- Tags: Bayesian, TCP, Packet Loss, Packet Loss Detection, Tcp/Ip, Networking
- White papers 2005-01-01
- Network Associates builds a better SpamKiller
- Network Associates builds a better SpamKillerNow we need an OCR spam filter.I implemented spamassassin to our mail server last year and it tagged the large brunt of spam successfully to which I'm getting 2 to 3 untagged spam a day. Surprisely this year, I have noticed I'm getting a...
- Tags: Cyberthreats, Networks Associates Technology Inc., spam, Bayesian filter, Bayesian, spammer, e-mail server, server, SpamKiller
- Discussion threads 2004-04-12
- bayesian Blind Parafac Receivers for DS-CDMA Systems
- This paper proposes a new Bayesian blind detection/identification algorithm for CDMA system in presence of spatial diversity at the receiver. Such algorithm provides good performance even for short frame length (typically, 10 symbol periods) and for large system load. Furthermore, simulation results show that the proposed method is close to...
- Tags: Algorithm, Rice University, Bayesian, Engineering
- White papers
Additional Resources
- Spam Filter ISP
- SpamFilter is used by ISPs and companies running their SMTP servers. It is designed to be a proxy to your incoming SMTP server receiving all e-mails addressed to your domain. If the sender's IP is not blacklisted in DNS-MAPS based black lists then the e-mail is forwarded to your SMTP...
- Tags: LogSat Software, Spam Filter, Server, SMTP Server, SpamFilter, Antivirus Plug-in, E-mail, E-mail Servers, Internet Service Providers (ISPs), Online Communications, Enterprise Software, Software, Internet
- Software downloads 2008-02-04
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