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检索条件"主题词=parallel and distributed data mining"
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Exploiting idle cycles to execute data mining applications on clusters of PCs
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JOURNAL OF SYSTEMS AND SOFTWARE 2007年 第5期80卷 778-790页
作者: Senger, Hermes Hruschka, Eduardo R. Silva, Fabricio A. B. Sato, Liria M. Bianchini, Calebe P. Jerosch, Bruno F. Univ Catolica Santos BR-11070906 Santos SP Brazil Univ Sao Paulo Escola Politecn BR-05508900 Sao Paulo Brazil
In this paper we present and evaluate Inhambu, a distributed object-oriented system that supports the execution of data mining applications on clusters of PCs and workstations. This system provides a resource manageme... 详细信息
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parallel and distributed Spatial Outlier mining in Grid: Algorithm, Design and Application
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JOURNAL OF GRID COMPUTING 2015年 第2期13卷 139-157页
作者: Chen, Chongcheng Lin, Jiaxiang Wu, Xiaozhu Wu, Jianwei Fuzhou Univ Key Lab Spatial Data Min & Informat Sharing MOE Fuzhou 350002 Peoples R China Fujian Agr & Forestry Univ Coll Comp & Informat Sci Fuzhou 350002 Peoples R China
There is an increasing interest in the field of parallel and distributed data mining in grid environment over the past decade. As an important branch of spatial data mining, spatial outlier mining can be used to find ... 详细信息
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Depth-Based Outlier Detection Algorithm
Depth-Based Outlier Detection Algorithm
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9th International Conference on Hybrid Artificial Intelligence Systems (HAIS)
作者: Cardenas-Montes, Miguel Ctr Invest Energet Medioambientales & Tecnol Dept Fundamental Res Madrid Spain
Nowadays society confronts to a huge volume of information which has to be transformed into knowledge. One of the most relevant aspect of the knowledge extraction is the detection of outliers. Numerous algorithms have... 详细信息
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MRSweep: distributed In-Memory Sweep-line for Scalable Object Intersection Problems  7
MRSweep: Distributed In-Memory Sweep-line for Scalable Objec...
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7th IEEE International Conference on data Science and Advanced Analytics (DSAA)
作者: Pechlivanoglou, Tilemachos Alsaeed, Mahmoud Papagelis, Manos York Univ Lassonde Sch Engn Toronto ON Canada
Several data mining and machine learning problems can be reduced to the computational geometry problem of finding intersections of a set of geometric objects, such as intersections of line segments or rectangles/boxes... 详细信息
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