Bayesian Networks

Bayesian Model Averaging for linear models under Zellner's g prior. Options include: fixed (BRIC, UIP, ...) and flexible g priors (Empirical Bayes, hyper-g), 5 kinds of model prior concepts, and model sampling via model enumeration or MCMC samplers (Metropolis-Hastings plain or reversible jump).... Platforms: Matlab

Bayesian analysis is often hard to implement. While working on sequential experimental design for GLM, we suggested a simple implementation that numerically assesses the posterior in cases where the closed form of the Bayesian posterior is hard to formulate, exploiting a discretization of the... Platforms: Matlab

To walk through the code and for a thorough description, refer to A. Meucci (2005), "Robust Bayesian Allocation".Latest version of article and code available at http://symmys.com/node/102 Platforms: Matlab

A new soft clustering algorithm is presented (Clustering through Optimal Bayesian Classification). The algorithm does not depend on random initializations, and it contains a native metric to select the optimal number of clusters.The clustering algorithm minimizes the log-Bayesian risk... Platforms: Matlab

This is a simple matlab file to solve Jackson Networks inputing the transaction matrix, processing rates and max number of jobs in the system. Platforms: Matlab

This tool is companion software for the book 'Fuzzy Networks for Complex Systems', Springer, 2010.A novel type of rule based system, called a rule based network, has been suggested with operations to manipulate networks of interconnected rule bases to form an equivalent single rule base. These... Platforms: Matlab

Simplistic implementation of the Paper 'A Simple and Robust Vertical Handoff algorithm for Heterogenous Wireless Mobile Networks' by Daojing He, Caixia Chi, Sammy Chan, Chun Chen, Jiajun Bu, Mingjian Yin. Platforms: Matlab

To further understand the implementation of hyperparameters re-estimation technique in Bayesian hierarchical model, we added two more prior assumptions over the weight in BayesPI, namely Laplace prior and Cauchy prior, by using the evidence approximation method. In addition, we divided... Platforms: Matlab

QSB is a computational tool developed for genetical genomics, an emerging field that combines quantitative genetics and genomics. QSB takes marker genotype data and expression microarray data of a segregating population as input and identify the significant QTLs that module gene expression. DNA... Platforms: Mac

Social Networks Visualiser (SocNetV) is an application for the Linux desktop written in C++ /Qt. Its main objective is to provide a sensible means for Social Networks Analysis and Visualisation on the Linux platform, while practicing the K.I.S.S. directive (KISS: Keep it simple, stupid). The... Platforms: *nix

MLN (Manage Large Networks) is a virtual machine administration tool designed to build and run virtual machine networks based on Xen, VMware Server and User-Mode Linux. It is ideal for creating virtual network labs for education, testing, hosting or simply playing around with virtual machines. Platforms: *nix

Alyuda Forecaster is a forecasting tool with a Wizard-like interface that lets you exploit the power of neural networks technology with an extremely easy-to-use interface. Forecaster is ideal for managers, business analysts and engineers that begin using neural networks for their forecasting... Platforms: Windows

SprinN, Capital Markets Predictions with Neural Networks. SprinN, the best prediction tool based on Artificial Intelligence techniques (Artificial Neural Networks), gives you accurate open, hold and close recommendations for your investments in the Capital Markets. Both long and short... Platforms: Windows

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... Platforms: Windows

FAXmaker for Networks is a Windows NT/2000 fax server that allows all network users to send and receive faxes from their desktop, using either the FAXmaker client or their favorite email client. FAXmaker includes fax clients for Windows 95/98/ME, NT/2000. It also includes an email-to-fax gateway... Platforms: Windows

SprinN, Capital Markets Predictions with Neural Networks. SprinN, the best prediction tool based on Artificial Intelligence techniques (Artificial Neural Networks), gives you accurate open, hold and close recommendations for your investments in the Capital Markets. Both long and short... Platforms: Windows

Death2Spam is a true Bayesian E-mail filter. Featuring advanced heuristics and adaptive technology, D2S is available as a proxy service or as a local install. As a server-based solution, there is nothing to install on any client machine. It is 95% accurate out-of-the-box and can exceed 99% after... Platforms: Windows, *nix

Network switcher - switch network settings on your laptop/notebook (network switcher). Ideal for laptop/notebook users, who travel from one network location to another. It is a network settings manager that switches a computer between multiple network configurations (profiles) with one click of a... Platforms: Windows

Bayesian spam filtering plug-in for Outlook Express prevents annoying spam and junk emails from polluting your Inbox. Get only wanted emails in your Inbox and nothing else! Fully supports your Address Book. Allows or blocks email addresses or whole Internet domains you want. Bounces email back to... Platforms: DOS, OS/2, BeOS, Palm OS, Windows, Mac, *nix, Windows CE

datAxe is a flexible converter to solve all your needs between serial data and TCP/IP networks on Windows computers. datAxe software package makes serial data from your PC available on TCP/IP-based networks and makes TCP/IP data available on physical and virtual serial ports of your PC. datAxe... Platforms: Windows