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42 results about "Feature selector" patented technology

Feature selector is a tool for dimensionality reduction of machine learning datasets. 30 commits. 2 branches. 0 releases.

Highly reliable fine-grained SDN traffic monitor architecture

The invention relates to a highly reliable fine-grained SDN traffic monitor architecture. Forwarding and monitoring of a controller are separated due to introduction of a monitor processing mechanism independent from a specific business and the controller; a monitor processor has a three-level architecture, wherein the upper level and the lower level are respectively corresponding to the controller and a switch, and the middle level processes traffic monitor data collected by a lower switch so as to generate a traffic feature set; the upper level comprises a controller command parser and a traffic feature selector; and a selected traffic feature is determined according to a selection command delivered by the controller, the traffic feature selector performs machine learning and data mining on the traffic feature set provided by the middle level according to the selected traffic feature, and generated statistics is used as decision information of the controller so as to provide accurate, predictive network-wide data for forwarding. The architecture has the advantages of high reliability, flexibility and monitor accuracy, communicates with the controller and the switch through an application program interface, has high expansibility, and is convenient to migrate and maintain.
Owner:XI AN JIAOTONG UNIV

System for measuring geometrical characteristic parameter of picture

The invention discloses a system for measuring geometrical characteristic parameters of a picture, and belongs to the field of application of computer assistant measurement analysis technology. The system comprises a position signal acquisition device, a data processor, a display screen, a function selector and a signal transmitter, wherein the signal transmitter is used to transmit the signal of a position point selected by a user on the surface of the measuring picture; the position signal acquisition device acquires the signal of the position point transmitted by the transmitter from a picture area facing the position signal acquisition device so as to determine the area the user is interested in; the data processor receives the acquisition relative coordinate transmitted by the position signal acquisition device and converts the coordinate to the real relative coordinate, and according to the function selection signal provided by the function selector, the data processor processes the real relative coordinate and sends the processing results to the display screen. The system adopts a digitized measurement method and allows the user to conveniently measure and compare the geometrical characteristic parameters of pictures the user interested in, such as distance, angle, shape and area, while reading pictures.
Owner:HUAZHONG UNIV OF SCI & TECH
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