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Research on Classification Algorithm with Non-Training Pattern Reject Option...

In the conventional classification problems, a typical assumption made during the design phase is that a new test object always belongs to one of a set of known classes. However, in many practical...

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Research on Grid-based MST Data Stream Clustering Algorithm

Clustering analysis is an important research topic in the field of data mining. With fast development of information technology these years, there exists more widely used dynamic flow data–data stream....

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Construction and Optimal Search on Topology Matching Logical Network in...

Due to high reliability and good maintainability, unstructured P2P system has been widely used in the field of application of file sharing. However, the mechanism of peers randomly choosing logical...

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Research on Algorithm and Application of Constraint-based Clustering

With the development of Computer science, net communication and information processing technology, the war is more and more informationization the emergency maneuver equipment support in wartime tends...

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Rearching an Algorithm on ESP Problem of Visiting Disjoint Segments in the Plane

ESP(Euclidean shortest path) problem is a typical problem in computational geometry. This problem can be simply described as follows:For the given two points and some obstacles in Eculidean space, to...

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Rearching an Algorithm on ESP Problem of Visiting Disjoint Segments in the Plane

ESP(Euclidean shortest path) problem is a typical problem in computational geometry. This problem can be simply described as follows:For the given two points and some obstacles in Eculidean space, to...

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Graph Theory Based Medical X-ray Image Segmentation

Medical image segmentation is a hotspot and difficulty in image processing. Exact segmentation result is an important guarantee for subsequent processing and clinical diagnosis. However, due to the...

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Automatic Analysis of Gene Expression Patterns of Fly Embryos

DNA microarrays and RNA in situ hybridization are important method for trackinggene expression. DNA microarray analysis has shown that gene expression analysis hasthe role of understanding of cell...

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Research on One-class Target Classification Based on Covering Model of Space...

One-class classification problem is one of the hot spots of the modern field of patternrecognition, and be widely used in practical applications such as identification andanomaly detection. These...

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The Improvement of K-Means Algorithm and Its Applications in Analysis of...

Clustering is a method of data partition or grouping, the method is an important area of data mining. K-means algorithm is an algorithm that is based on partitioning method and is one major branch of...

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