资源简介
CCToolbox.rar,轨迹聚类工具箱及其相关说明和文章(台风路径分类等)。如有问题可与wyljess@126.com联系

代码片段和文件信息
% The Curve Clustering Toolbox 1.0
% Scott J. Gaffney 18 May 2005
% University of California Irvine
%
% The Curve Clustering Toolbox is a Matlab toolbox that implements a family
% of probabilistic model-based curve-aligned clustering algorithms. The
% cluster models themselves are based on polynomial and spline regression
% mixture models that allow for continuous curve alignment in both
% measurement space and in time. Learning is carried out using an
% EM (Expectation-Maximization) framework. The model specification and
% learning framework are detailed in (Gaffney 04) which can be found
% online at http://www.ics.uci.edu/~sgaffney/papers/sgaffney_thesis.pdf
%
% Important: You must run SetCCTPath() each time you wish to use this
% toolbox. You can run this automatically by starting matlab with the
% -r option.
%
% This toolbox is organized within various directories as follows:
% CCToolbox\docs\ - Documentation
% CCToolbox\gui\ - Graphical user interface tools
% CCToolbox\mixtures\ - Clustering models
% CCToolbox\model_selection\ - Model selection tools
% CCToolbox\regression\ - Regression tools
% CCToolbox\simulation\ - Data simulation tools
% CCToolbox\splines\ - Spline and spline regression tools
% CCToolbox\stats\ - Some statistics functions
% CCToolbox\utils\ - General utilities
% CCToolbox\view\ - Visualization tools
%
% You can view this help file from within the matlab helpwin browser by
% running help_cct() at any time. You can get a list of the functions in each
% of the above directories by typing ‘helpwin ‘ or ‘help ‘
% at the matlab prompt. If you are currently viewing this help file from within
% matlab‘s helpwin browser then you can simply click the hyperlinks above as
% a shortcut.
%
% Much of the clustering and visualization functionality of the CCToolbox can
% be accessed through two simple functions:
%
% Curve_Clust - Cluster trajectories using chosen method
% ShowModel - Plot clustering model parameters and/or data
%
% Curve_Clust() takes a set of curves in various supported data structures and
% runs the desired clustering method returning the results in a standard model
% structure. The results of the clustering can be plotted by passing the returned
% model structure to ShowModel(). See also CCT_CURVE_FORMAT and CCT_MODEL_STRUCT
% for details on the supported data and model structures.
%
% The quickest way to begin using this toolbox is to read CCT_CURVE_FORMAT and
% CCT_RUN_CLUSTERING and then refer to Curve_Clust() to begin exploratory
% clustering of your curve data. In addition there are a number of useful
% documents provided with this toolbox that should read. These
% documents are located in the docs\ folder. You can get a list of these
% documents by clicking the below link or by typing ‘help cctoolbox\docs‘ at
属性 大小 日期 时间 名称
----------- --------- ---------- ----- ----
文件 229287 2007-05-29 12:47 CCToolbox\http___www.ics.uci.pdf
文件 3178908 2007-05-30 11:44 CCToolbox\CCToolbox_thesis.pdf
文件 483392 2007-05-29 13:33 CCToolbox\demoA.pdf
文件 46281 2007-05-29 13:34 CCToolbox\background.pdf
文件 66409 2007-05-29 13:35 CCToolbox\cluster_model.pdf
文件 75891 2007-05-29 13:36 CCToolbox\model_structu.pdf
文件 67877 2007-05-29 13:36 CCToolbox\curve_format.pdf
文件 3073 2005-07-06 13:08 CCToolbox\CCToolbox\Contents.m
文件 4537 2005-05-24 01:39 CCToolbox\CCToolbox\curve_clust.m
文件 663 2005-05-20 15:20 CCToolbox\CCToolbox\help_cct.m
文件 99 2005-05-13 13:58 CCToolbox\CCToolbox\setcctpath.m
文件 3129 2005-07-07 03:32 CCToolbox\CCToolbox\showmodel.m
文件 971 2005-05-05 16:15 CCToolbox\CCToolbox\view\CalcRandTraj.m
文件 4280 2005-05-23 17:55 CCToolbox\CCToolbox\view\colorplot.m
文件 721 2005-05-23 17:55 CCToolbox\CCToolbox\view\Contents.m
文件 710 2004-02-10 02:28 CCToolbox\CCToolbox\view\pick.m
文件 4072 2005-05-13 15:56 CCToolbox\CCToolbox\view\plot_regcoef.m
文件 2492 2005-05-06 15:59 CCToolbox\CCToolbox\view\plot_seqdata.m
文件 2801 2005-05-23 17:42 CCToolbox\CCToolbox\view\plot_seqdata_aa.m
文件 1420 2005-05-23 17:44 CCToolbox\CCToolbox\view\plot_splinecoef.m
文件 2141 2005-07-06 17:56 CCToolbox\CCToolbox\view\viewmodel.m
..AD... 0 2007-05-29 21:12 CCToolbox\CCToolbox\view
文件 709 2004-05-24 12:59 CCToolbox\CCToolbox\utils\AddAxesPos.m
文件 1201 2004-02-09 17:23 CCToolbox\CCToolbox\utils\axisclose.m
文件 581 2003-01-29 19:42 CCToolbox\CCToolbox\utils\axisequal.m
文件 425 2002-04-06 18:21 CCToolbox\CCToolbox\utils\cempty.m
文件 506 2002-03-26 19:14 CCToolbox\CCToolbox\utils\cexist.m
文件 1915 2005-05-23 20:21 CCToolbox\CCToolbox\utils\Contents.m
文件 812 2005-04-18 21:50 CCToolbox\CCToolbox\utils\copy.m
文件 1527 2003-04-14 12:38 CCToolbox\CCToolbox\utils\cubform.m
............此处省略253个文件信息
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