jboss 開發人員 手冊
JBoss: A Developer s Notebook also introduces the management console, the web services messaging features, enhanced monitoring capabilities, and shows you how to improve performance. At the end of each lab, you ll find a section called "What about..." that anticipates and answers likely follow-up questions, along with a section that points you to articles and other resources if you need more information.
英語句子自然語言處理統計分析例子
Statistical parsing of English sentences
Shows how to generate parse trees for English language sentences using a C# port of OpenNLP, a statistical natural language parsing library.
This document can be considered as a supplement to the already existing Application
note AN10302 “Using the Philips LPC2000 Flash Utility”, which is provided in the same
zip file. The Application note covers the following topics:
ICA can be used in brain activation studies to reduce the number of dimension and filter out independent and interesting activations. This demonstration shows two studies. One provided by Hvidovre Universitets Hospital, Denmark, that consists of fMRI scannings of humans. Another provided by the EU sponsored MAPAWAMO project from fMRI scannings of monkeys. In the demo comparison between icaMS, icaML, icaMF, icaMF (positive sources) and PCA can be made. More detailes can found in [2].
ICA is used to classify text in extension to the latent semantic indexing framework. ICA show to align the context grouping structure well in a human sense [1], thus can be used for unsupervised classification. The demonstration shows this on medical abstracts (MED dataset), that uses BIC to estimate the number of classes and produces keywords for each class. The icaML algorithm is used.
The Molgedey and Schuster decorrelation algorithm, having square mixing matrix and no noise . Truncation is used for the time shifted matrix, and it is forced to be symmetric . The delay Tau is estimated .
The number of independent components are calculated using Bayes Information Criterion (BIC), with PCA for dimension reduction.
* A ncurses user interface.
* Network statistics to view the amount of packets and data in many
different protocols, interfaces and hosts.
* View what active TCP connections are on the network.
* View UDP packets.
* View and log ICMP packets.
* View and log the 48bit arp protocol.
And also view what make of network card is in each machine
* Multithreaded so that the user interface does not interfere with any of the packet
captureing methods.
* View and log the following user space protocols
FTP, POP3, HTTP
