Algorithm for clustering by means of assessment of local modes of a mixed distribution

机译：通过评估混合分布局部模式进行聚类的算法

获取原文

获取原文并翻译 | 示例

页面导航

摘要
著录项
相似文献
相关主题

摘要

In analysis of multispectral aerospace images of the Earth's surface and clouds with lacking a priori data, when an operator cannot select learning samples for pattern recognition, the only way for data structurization is the use of cluster analysis algorithms. A rather large number of versatile cluster analysis algorithms are developed by now, but particular data require an adaptive approach to analysis of particular images. We propose several cluster analysis algorithms that are mathematically justified with allowance for the specificity of analyzed NOAA AVHRR video data. Some examples of analysis of AVHRR images by the algorithms developed are presented.

机译：在缺乏先验数据的情况下分析地球表面和云层的多光谱航空航天图像时，当操作员无法选择学习样本进行模式识别时，数据结构化的唯一方法是使用聚类分析算法。到目前为止，已经开发了相当多的通用聚类分析算法，但是特定数据需要自适应方法来分析特定图像。我们提出了几种聚类分析算法，这些算法在数学上可以合理地考虑所分析的NOAA AVHRR视频数据的特异性。给出了通过开发的算法分析AVHRR图像的一些示例。

著录项

来源
《Ninth Joint International Symposium on Atmospheric and Ocean Optics/Atmospheric Physics. Part I: Radiation Propagation in the Atmosphere and Ocean Jul 2-5, 2002 Tomsk, Russia》|2002年|p.253-259|共7页
会议地点 Tomsk(RU)
作者
N. V. Kolodnikova; K.T. Protasov;
展开▼
作者单位

1, Akademicheskii Ave., Tomsk, 634055, Russia;

展开▼
会议组织
原文格式 PDF
正文语种 eng
中图分类地球物理学;
关键词
classification; clustering; pattern recognition;

机译：分类;聚类;模式识别;

相似文献

外文文献
中文文献
专利

1. Localization-Delocalization in Bridged Mixed-Valence Metal Clusters: Vibronic PKS Model Revisited [J] . Palii A., Tsukerblat B., Clemente-Juan J. M., The journal of physical chemistry, A. Molecules, spectroscopy, kinetics, environment, & general theory . 2015,第38期

机译：桥接混合价金属簇中的本地化-去本地化：再谈Vibronic PKS模型
2. Localization-Delocalization in Bridged Mixed-Valence Metal Clusters: Vibronic PKS Model Revisited [J] . Palii A., Tsukerblat B., Clemente-Juan J. M., The journal of physical chemistry, A. Molecules, spectroscopy, kinetics, environment, & general theory . 2015,第38期

机译：桥接混合价金属簇中的本地化-去本地化：再谈Vibronic PKS模型
3. Localisation vs. delocalisation in the dimeric mixed-valence clusters in the generalised vibronic model. Magnetic manifestations [J] . J. J. Borras-Almenar, E. Coronado, S. M. Ostrovsky, Chemical Physics: A Journal Devoted to Experimental and Theoretical Research Involving Problems of Both a Chemical and Physical Nature . 1999,第1a2期

机译：广义振动模型中二聚体混合价簇中的定位与去定位。磁性表现
4. Algorithm for clustering by means of assessment of local modes of a mixed distribution [C] . N. V. Kolodnikova, K. T. Protasov International Symposium on Atmospheric and Ocean Optics: Atmospheric Physics . 2003

机译：通过评估混合分布的局部模式的聚类算法
5. An Evaluation of Clustering Algorithms for Modeling Game-Based Assessment Work Processes [D] . Fossey, William Austin. 2017

机译：用于建模基于游戏的评估工作过程的聚类算法的评估
6. Model-based clustering of DNA methylation array data: a recursive-partitioning algorithm for high-dimensional data arising as a mixture of beta distributions [O] . E Andres Houseman, Brock C Christensen, Ru-Fang Yeh, 2008

机译：DNA甲基化阵列数据的基于模型的聚类：针对β分布混合出现的高维数据的递归划分算法
7. Understanding the Ecology of Three Mixed Northern Hepatic Mat Species at Regional Scale through Species Distribution Modelling, and Local Scale through Growth Measurements and Micro-Climatic Assessment [O] . Wangen Kristin 2015

机译：通过物种分布建模，通过生长测量和微气候评估，了解三种北部混合肝垫物种在区域尺度上的生态，以及局部尺度

Algorithm for clustering by means of assessment of local modes of a mixed distribution

摘要

著录项

相似文献

相关主题

期刊订阅