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Malicious web domains represent a big threat to web users' privacy and security. With so much freely available data on the Internet about web domains' popularity and performance, this study investigated the performance of well-known machine learning techniques used in conjunction with this type of online data to identify malicious web domains. Two datasets consisting of malware and phishing domains...
In this paper, we introduce a methodology for the reliability analysis of the redundant steering-by-wire system. With rapid development of modern automotive electronics and deep electronic degree, it is necessary to analyze the reliability of system to fully understand and quantify the failure mechanisms in order to improve the design. Several system level FMEAs are used to identify the different...
In view of the significance of personal performance assessment in the working metrics of human resource management, this study proposes to set up a multi-class Support Vector Machine based model to elaborate how to evaluate the staffs' performance effectively and efficiently. Data samples are collected from a construction company in China, and used to justify the proposed model against the selected...
In this paper, we describe a method for mining both frequent episodes and rare episodes in multiple data streams. The main issues include episodes mining and data streams relationship processing. Therefore, a mining algorithm together with two dedicated handling mechanisms is presented. We propose the concept of alternative support for discovering frequent and rare episodes, and define the semantic...
Although the Empirical Mode Decomposition (EMD)-based decomposition and ensemble framework for time series forecasting has been widely used, the end effect of EMD has not been addressed adequately. This study proposed to incorporate Mirror Method (MM), capable of dealing with the problem of end effect, into a hybrid modeling framework with Ensemble Empirical Mode Decomposition (EEMD) and Support Vector...
Conventional Cable insulation test for the traditional experimental methods of measuring efficiency is low, the error is large, by the impact of the shortcomings of human factors is proposed based on image processing of the cable insulation thickness measurement research techniques, combined with the classic edge detection algorithm and improved algorithm for automatic contour extraction of cable...
This paper analyzes data characteristics and storage requirements of E-Commerce System, compares the technological characteristics, key technology & implementation models of the current continuous data protection, and puts forward a renovated implementation model for continuous data protection, which can serve as reference in data protection.
P2P networks is an important part of the next generation of Internet, so how to search the resources in the P2P networks efficiently is the key problem of the realization of the P2P network. While studying the search technology of different mechanisms, this paper proposes a method to improve the search by the identification of the location, which processes the search request in advance according to...
In order to improve the quality of the recommended result, the personalized recommendation system should identify the similarity degree of visitor's accessing behavior so as to predict customer's interests. The key technology is to calculate the similar distance among different objects over either all or only a subset of the dimensions. This paper, first of all, analyses the commonly-used methods...
With the rapid development of Internet, as a new type of commercial model, e-commerce develops rapidly all over the world. However, seen from the whole e-commerce's field some small e-commerce business remains stagnant for a long time capital; but they do not lack of cheap hardware. Based on this, we assume that if we can combine all kinds of resources such as storage, PC servers, telecommunications...
In order to integrate environments of computer's desktop and e-Commerce (electronic commerce) for programmers, and protect existing development-investment of Windows, this paper creates Internet-based component of ActiveX for e-Commerce after making use of the development environment of Delphi.net, by discussing the features of it. Combining the package of ActiveX component with authorization, the...
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