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The following topics were dealt with: hybrid information technology; bioinformatics; computational biology; data mining; pattern recognition; e-science; Web intelligence; grid computing; distributed computing; hardware-software codesign; health informatics; medical informatics; human-computer interaction; image processing; signal processing; intelligent robotics; autonomous agents; data warehousing;...
In many classification problems, some classes are more important than others from the users' perspective. In this paper, we introduce a novel approach, weighted classification, to address this issue by modeling class importance through weights in the [0,1] interval. We also propose novel metrics to evaluate the performance of classifiers in a weighted classification context. In addition, we make some...
Most people say they view home network industry as one of the most important things that are central to creating high profit in the near future. Home network industry will grow in the direction that improves human life more conveniently. We think that key issues in the future home network are security and lightweight function fit to diverse home network environment. In this paper, we discuss the security...
Rendering two-dimensional data in the case of rough, complex surfaces is a challenge in computer graphics. Typically, splines with knots and control points are used, and while they yield useful surfaces they can be of poor quality, or can be difficult to apply. Fundamentally splines are local. An alternative mathematical method is to construct global methods which can be tuned to have polynomial behavior,...
This article presents the application of meta-learning evolutionary artificial neural network (MLEANN) for a pharmaceutical research problem. Designing drugs is a current problem in the pharmaceutical research domain. By designing a drug we mean to choose some variables of drug formulation (inputs), for obtaining optimal characteristics of drug (outputs). To solve such a problem we propose an evolutionary...
The hardware design of the DSP-based network camera is described in this paper which includes the implementation of CCD camera, DSP, Flash, SDRAM, CPLD, and Ethernet. The program of JPEG2000 has been tested on the designed board and the result turns out to be good. It'll be implemented as a network camera with real-time video compression and transmission which can be connected to the Ethernet
This paper presents a novel memetic genetic algorithm (GA) for the flow shop scheduling problem by combining mutation-based local search with traditional genetic algorithm. The local search is based on the depth-first mutation-based searching process and the depth, i. e., the number of total mutation within each generation is according to the number of jobs to be scheduled. In traditional GA, the...
This paper proposes a methodology for distance relay design to detect the fault location and mark out the protective region. We followed the intellectual property (IP) cores concept in system on chip to accomplish the development of an intelligent digital distance relay. Therefore, the field programmable gate arrays (FPGAs) technique was applied to design and implement the digital distance relay associated...
We can see intelligent products with high AI (artificial intelligence) everywhere in our daily life. Intelligent telephones, intelligent copiers, intelligence washing machines, intelligent refrigerators, intelligent robots and so on. So we will ask ourselves how these products work and why. If we push a button the intelligent product can easily finish there own work by embedded chips which were firstly...
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