The Infona portal uses cookies, i.e. strings of text saved by a browser on the user's device. The portal can access those files and use them to remember the user's data, such as their chosen settings (screen view, interface language, etc.), or their login data. By using the Infona portal the user accepts automatic saving and using this information for portal operation purposes. More information on the subject can be found in the Privacy Policy and Terms of Service. By closing this window the user confirms that they have read the information on cookie usage, and they accept the privacy policy and the way cookies are used by the portal. You can change the cookie settings in your browser.
This paper proposes the methodology for improving the performance of the classification model, over several methods. The accuracy values obtained through experiments permit the evaluation of each method's performance. We propose a concept that brings Ensemble learning to model classification, in order to improve performance through majority voting, called M-Ensemble learning. The improved Ensemble...
Text classification deals with allocating a text document to a predetermined class. Generally, this involves learning about a class from representations of documents belonging to that class. In this paper, we propose a classifier combination that uses a Multinomial Naïve Bayesian (MNB) classifier along with Bayesian Networks (BN) classifier. The results of two classifiers are combined by taking an...
A quantum cryptography security model in mobile cloud computing is proposed in this paper, so as to achieve highly-secure data and privacy cryptography in mobile cloud computing environment. In the model, quantum keys are distributed to users' phones through two phases. Firstly, existing classical optical network has been transformed as quantum distribution network conveniently through multiplexing...
The grate cooler is the main facility of the firing system, which operated mainly to cool and convey cement clinker, and provides hot air to rotary kiln at the same time. This paper analyzes the working principle of the grate cooler system and the main factors that affects the efficiency of the system. Through applying expert system and fuzzy control system in grate cooler, we can control and correct...
Information security access platform is a core security practices of foundation to construct security access platform system of smart grid, and undertake a various important function of real-time monitoring, security access, secure data transmission and exchange, active defense in all kinds of complex network environments. However, the monitoring of network traffic classification is directly related...
Everyday a large number of internet users are being encountered with web spamming where the search engines produce false ranking to web sites due to the use of unethical methods of Search Engine Optimization (SEO). The objective of the paper is to identify the spam traffic by using Artificial Immune System (AIS) classification algorithm. The paper presents chi square method for attribute selection...
Set the date range to filter the displayed results. You can set a starting date, ending date or both. You can enter the dates manually or choose them from the calendar.