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Machine learning is widely used in various applications such as data mining, computer vision, and bioinformatics owing to the explosion of available data. However, in practice, many data have some missing attributes. The graphic theory serves as a powerful tool for modeling and analyzing many such practical problems, such as networks of communication and data organization. This paper focuses on semi-supervised...
In this paper, classifications of intrusion detection and methods of data mining applied on them were introduced. Then, intrusion detection system design and implementation of based on data mining were presented. Such a system used APRIORI algorithm to analyse data association, which is the most influencing algorithm in mining Boolean association rules continuity item muster, with recurrence arithmetic...
The Choquet integral has been applied in data mining, such as nonlinear multiregressions and nonlinear classifications. Adopting signed efficiency measures in the Choquet integral makes the models more powerful. Another idea for generalizing the above-mensioned models is to use a linear core in the Choquet integral. This has been successfully used in nonlinear multiregression. However, there is a...
From software architecture perspective, the software architecture is described by layer. We propose a model which is used abstract data type to formal describe elements of each layer of software architecture. Using the model mainly describes the relationship among elements of the software architecture. Based on the abstract data type theory, we can make operation on the model and we divide software...
A compact, ultra-broadband coplanar-waveguide (CPW) bandpass (BPF) filter is demonstrated. The proposed CPW BPF is designed essentially by exploiting the CPW short-stub and open-stub structures. Compared to the classical CPW BPF, the proposed filter is of a relatively simple and compact configuration. The demonstrated CPW BPF is of about 120% 3-dB fractional bandwidth, sharp selectivity, and great...
With the development of high rate data transmission technology via distribution line communication, the electric power, data, voice and video can be transferred in the same electric power distribution network, and the technology will be put in operation widely in the future. However the traditional technology of power line communication is not adaptable to the complex and harsh environment of distribution...
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