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1. 发明申请

US20140055457A1 PIXEL-BASED GRAPHICAL VISUALIZATION INCLUDING A PEAK DETECTION RING 审中-公开
标题翻译：基于像素的图形可视化，包括峰值检测圈
公开(公告)号：US20140055457A1
公开(公告)日：2014-02-27
申请号：US13592747
申请日：2012-08-23
申请人： Ming C. Hao , Manish Marwah , Sebastian Mittelstaedt , Halldor Janetzko , Cullen E. Bash , Umeshwar Dayal , Meichun Hsu , Daniel Keim , Chandrakant Patel
发明人： Ming C. Hao , Manish Marwah , Sebastian Mittelstaedt , Halldor Janetzko , Cullen E. Bash , Umeshwar Dayal , Meichun Hsu , Daniel Keim , Chandrakant Patel
IPC分类号： G06T11/20
CPC分类号： G06T11/206
摘要： A method executed by a system having a processor includes arranging pixels representing attributes into a plurality of rings. Each ring contains pixels representing a time series of attribute values for a respective one of the attributes. The method further includes providing a peak detection ring. The peak detection ring includes visual indicators for indicating a location of at least one peak in an attribute in the plurality of rings.
摘要翻译：由具有处理器的系统执行的方法包括将表示属性的像素排列成多个环。每个环包含表示相应一个属性的属性值的时间序列的像素。该方法还包括提供峰值检测环。峰值检测环包括用于指示多个环中的属性中的至少一个峰值的位置的视觉指示符。

2. 发明授权

US08972308B2 Combining multivariate time-series prediction with motif discovery 有权
标题翻译：将多变量时间序列预测与基序发现相结合
公开(公告)号：US08972308B2
公开(公告)日：2015-03-03
申请号：US13284990
申请日：2011-10-31
申请人： Ming C Hao , Umeshwar Dayal , Manish Marwah , Daniel Keim , Halldor Janetzko
发明人： Ming C Hao , Umeshwar Dayal , Manish Marwah , Daniel Keim , Halldor Janetzko
IPC分类号： G06F15/18 , G06F17/00 , G06N5/02 , G06K9/00
CPC分类号： G06F17/00 , G06K9/0055 , G06N5/02
摘要： Multivariate time-series prediction is combined with motif discovery. Multivariate time-series prediction is performed on measured (past) data points to generate or determine predicted data points. One or more motifs are discovered or determined within the combined measured data points and the predicted data points. The motifs within the measured data points are associated with the motifs within the predicted data points to permit inferences of the motifs within the measured data points to be applied to the motifs within the predicted data points. The measured data points, the predicted data points, and the motifs are displayed. User interaction with this display of the measured data points, the predicted data points, and the motifs is permitted.
摘要翻译：多元时间序列预测与图案发现相结合。对测量（过去）数据点执行多变量时间序列预测，以生成或确定预测数据点。在组合的测量数据点和预测数据点内发现或确定一个或多个基序。测量数据点内的图案与预测数据点内的图案相关联，以允许测量数据点内的图案的推断，以应用于预测数据点内的图案。显示测量数据点，预测数据点和图案。用户与测量数据点，预测数据点和图案的显示的交互是允许的。

3. 发明申请

US20130110753A1 Combining multivariate time-series prediction with motif discovery 有权
公开(公告)号：US20130110753A1
公开(公告)日：2013-05-02
申请号：US13284990
申请日：2011-10-31
申请人： Ming C. Hao , Umeshwar Dayal , Manish Marwah , Daniel Keim , Halldor Janetzko
发明人： Ming C. Hao , Umeshwar Dayal , Manish Marwah , Daniel Keim , Halldor Janetzko
IPC分类号： G06F17/00 , G06N5/02
CPC分类号： G06F17/00 , G06K9/0055 , G06N5/02
摘要： Multivariate time-series prediction is combined with motif discovery. Multivariate time-series prediction is performed on measured (past) data points to generate or determine predicted data points. One or more motifs are discovered or determined within the combined measured data points and the predicted data points. The motifs within the measured data points are associated with the motifs within the predicted data points to permit inferences of the motifs within the measured data points to be applied to the motifs within the predicted data points. The measured data points, the predicted data points, and the motifs are displayed. User interaction with this display of the measured data points, the predicted data points, and the motifs is permitted.

4. 发明申请

US20130050232A1 VISUALIZING A SCATTER PLOT USING REAL-TIME BACKWARD REWRITE 有权
标题翻译：使用实时背景REWRITE可视化散热片
公开(公告)号：US20130050232A1
公开(公告)日：2013-02-28
申请号：US13216477
申请日：2011-08-24
申请人： Ming C. Hao , Umeshwar Dayal , Halldor Janetzko , Daniel Keim , Martha L. Lyons , Meichun Hsu
发明人： Ming C. Hao , Umeshwar Dayal , Halldor Janetzko , Daniel Keim , Martha L. Lyons , Meichun Hsu
IPC分类号： G09G5/02 , G09G5/22
CPC分类号： G09G5/02 , G06F17/20 , G06T11/206 , G09G5/22
摘要： A scatter plot that represents plural periodic time intervals is animated as new data points are received, where the animating includes performing real-time backward rewriting. The real-time backward rewriting includes overlaying a subset of previously written data points with the new data points, and painting a remainder of previously written data points outside the subset in the scatter plot, where painting the remainder of previously written data points is performed without shifting pixels corresponding to the remainder. A divider structure is drawn in the scatter plot to indicate a position in the scatter plot between a current time point and a previous time point.
摘要翻译：表示多个周期性时间间隔的散点图在接收到新的数据点时动画化，其中动画包括执行实时向后重写。实时向后重写包括将先前写入的数据点的子集与新的数据点重叠，并在散点图中在子集外部绘制剩余的先前写入的数据点，其中绘制先前写入的数据点的剩余部分而不进行移位与其余部分对应的像素。在散点图中绘制分隔符结构，以指示当前时间点和上一个时间点之间的散点图中的位置。

5. 发明授权

US09679401B2 Generalized scatter plots 有权
公开(公告)号：US09679401B2
公开(公告)日：2017-06-13
申请号：US12798257
申请日：2010-03-30
申请人： Ming C. Hao , Umeshwar Dayal , Daniel Keim , Halldor Janetzko , Walter Hill
发明人： Ming C. Hao , Umeshwar Dayal , Daniel Keim , Halldor Janetzko , Walter Hill
IPC分类号： G06T11/20
CPC分类号： G06T11/206
摘要： Color cell-based data placement systems, methods, and computer-readable storage media that visualize large amounts of multidimensional data on an output by rearranging data objects to variably grant more output space to areas with high data density and less output space to areas with low data density, and to variably rearrange overlapping data objects based on a number of data objects already placed at a preferred cell position for the data object.

6. 发明授权

US08884966B2 Visualizing a scatter plot using real-time backward rewrite 有权
标题翻译：使用实时向后重写来显示散点图
公开(公告)号：US08884966B2
公开(公告)日：2014-11-11
申请号：US13216477
申请日：2011-08-24
申请人： Ming C. Hao , Umeshwar Dayal , Halldor Janetzko , Daniel Keim , Martha L. Lyons , Meichun Hsu
发明人： Ming C. Hao , Umeshwar Dayal , Halldor Janetzko , Daniel Keim , Martha L. Lyons , Meichun Hsu
IPC分类号： G06T11/20 , G09G5/02 , G06F17/20 , G09G5/22
CPC分类号： G09G5/02 , G06F17/20 , G06T11/206 , G09G5/22
摘要： A scatter plot that represents plural periodic time intervals is animated as new data points are received, where the animating includes performing real-time backward rewriting. The real-time backward rewriting includes overlaying a subset of previously written data points with the new data points, and painting a remainder of previously written data points outside the subset in the scatter plot, where painting the remainder of previously written data points is performed without shifting pixels corresponding to the remainder. A divider structure is drawn in the scatter plot to indicate a position in the scatter plot between a current time point and a previous time point.
摘要翻译：表示多个周期性时间间隔的散点图在接收到新的数据点时动画化，其中动画包括执行实时向后重写。实时向后重写包括将先前写入的数据点的子集与新的数据点重叠，并在散点图中在子集外部绘制剩余的先前写入的数据点，其中绘制先前写入的数据点的剩余部分而不进行移位与其余部分对应的像素。在散点图中绘制分隔符结构，以指示当前时间点和上一个时间点之间的散点图中的位置。

7. 发明申请

US20110242106A1 Generalized scatter plots 有权
标题翻译：广义散点图
公开(公告)号：US20110242106A1
公开(公告)日：2011-10-06
申请号：US12798257
申请日：2010-03-30
申请人： Ming C. Hao , Umeshwar Dayal , Daniel Keim , Halldor Janetzko , Walter Hill
发明人： Ming C. Hao , Umeshwar Dayal , Daniel Keim , Halldor Janetzko , Walter Hill
IPC分类号： G06T11/20 , G06F3/048
CPC分类号： G06T11/206
摘要： Color cell-based data placement systems, methods, and computer-readable storage media that visualize large amounts of multidimensional data on an output by rearranging data objects to variably grant more output space to areas with high data density and less output space to areas with low data density, and to variably rearrange overlapping data objects based on a number of data objects already placed at a preferred cell position for the data object.
摘要翻译：基于颜色单元的数据放置系统，方法和计算机可读存储介质，其通过重新排列数据对象来可视化输出上的大量多维数据，以将具有高数据密度和较少输出空间的区域的更多输出空间授予更多的输出空间到具有低数据密度，并且可以基于已经放置在数据对象的优选单元位置的多个数据对象来可变地重排重叠的数据对象。

8. 发明授权

US09529899B2 Visualizing motifs with visual structures 有权
标题翻译：用可视化结构可视化图案
公开(公告)号：US09529899B2
公开(公告)日：2016-12-27
申请号：US12924870
申请日：2010-10-07
申请人： Ming C. Hao , Manish Marwah , Umeshwar Dayal , Halldór Janetzko , Ratnesh Kumar Sharma , Daniel Keim
发明人： Ming C. Hao , Manish Marwah , Umeshwar Dayal , Halldór Janetzko , Ratnesh Kumar Sharma , Daniel Keim
IPC分类号： G06F3/00 , G06F9/00 , G06F17/00 , G06F17/30
CPC分类号： G06F17/30716
摘要： Visual structures are produced to represent corresponding motifs, where the motifs correspond to repeating patterns in an input data set, where sizes of the visual structures are based on values of a characteristic associated with the motifs, and where a first of the motifs is nested within a second of the motifs to represent a hierarchical relationship of the patterns represented by the first and second motifs. The visual structures of corresponding motifs are presented for display in a visualization screen, where the visualization screen depicts the data in the input data set with the visual structures overlapping parts of depicted data. Interactive input is received specifying modification of a region containing motifs, wherein the specified modification includes interactive distortion of the visual structures in the region to change a size of the visual structures in the region.
摘要翻译：产生视觉结构以表示对应的图案，其中图案对应于输入数据集中的重复图案，其中视觉结构的尺寸基于与图案相关联的特征的值，并且其中第一个图案嵌套在第二个图案表示由第一和第二图案表示的图案的层次关系。相应图案的视觉结构被呈现以在可视化屏幕中显示，其中可视化屏幕描绘输入数据集中的数据，其中视觉结构与描绘的数据的部分重叠。接收交互式输入，指定包含图案的区域的修改，其中指定的修改包括该区域中的视觉结构的交互失真以改变该区域中的视觉结构的大小。

9. 发明申请

US20130278623A1 PROVIDING A CORRELATION RING FOR INDICATING CORRELATION BETWEEN ATTRIBUTES 审中-公开
标题翻译：提供用于指示属性之间的相关性的相关环
公开(公告)号：US20130278623A1
公开(公告)日：2013-10-24
申请号：US13450598
申请日：2012-04-19
申请人： MING C. HAO , Manish Marwah , Umeshwar Dayal , Cullen E. Bash , Sebastian Mittelstädt , Halldór Janetzko , Daniel Keim , Yuan Chen , Chandrakant Patel , Meichun Hsu
发明人： MING C. HAO , Manish Marwah , Umeshwar Dayal , Cullen E. Bash , Sebastian Mittelstädt , Halldór Janetzko , Daniel Keim , Yuan Chen , Chandrakant Patel , Meichun Hsu
IPC分类号： G09G5/00
CPC分类号： G09G5/00 , G09G2340/14
摘要： Pixels representing attributes of data records are into discrete rings of a graphical visualization, where the discrete rings correspond to respective ones of the attributes, and where the pixels are arranged in each of the discrete rings according to time intervals of the data records. A correlation ring is provided in the graphical visualization in addition to the discrete rings, where the correlation ring has visual indicators for indicating degrees of correlation between at least two of the attributes.
摘要翻译：表示数据记录的属性的像素是图形可视化的离散环，其中离散环对应于属性中的相应属性，并且其中像素根据数据记录的时间间隔排列在每个离散环中。除了离散环之外，在图形可视化中提供相关环，其中相关环具有用于指示至少两个属性之间的相关度的视觉指示符。

10. 发明申请

US20120089941A1 Visualizing motifs with visual structures 有权
标题翻译：用可视化结构可视化图案
公开(公告)号：US20120089941A1
公开(公告)日：2012-04-12
申请号：US12924870
申请日：2010-10-07
申请人： Ming C. Hao , Manish Marwah , Umeshwar Dayal , Halldór Janetzko , Ratnesh Kumar Sharma , Daniel Keim
发明人： Ming C. Hao , Manish Marwah , Umeshwar Dayal , Halldór Janetzko , Ratnesh Kumar Sharma , Daniel Keim
IPC分类号： G06F3/048 , G09G5/00
CPC分类号： G06F17/30716
摘要： Visual structures are produced to represent corresponding motifs, where the motifs correspond to repeating patterns in an input data set, where sizes of the visual structures are based on values of a characteristic associated with the motifs, and where a first of the motifs is nested within a second of the motifs to represent a hierarchical relationship of the patterns represented by the first and second motifs. The visual structures of corresponding motifs are presented for display in a visualization screen, where the visualization screen depicts the data in the input data set with the visual structures overlapping parts of depicted data. Interactive input is received specifying modification of a region containing motifs, wherein the specified modification includes interactive distortion of the visual structures in the region to change a size of the visual structures in the region.
摘要翻译：产生视觉结构以表示对应的图案，其中图案对应于输入数据集中的重复图案，其中视觉结构的尺寸基于与图案相关联的特征的值，并且其中第一个图案嵌套在第二个图案表示由第一和第二图案表示的图案的层次关系。相应图案的视觉结构被呈现以在可视化屏幕中显示，其中可视化屏幕描绘输入数据集中的数据，其中视觉结构与描绘的数据的部分重叠。接收交互式输入，指定包含图案的区域的修改，其中指定的修改包括该区域中的视觉结构的交互失真以改变该区域中的视觉结构的大小。

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