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71. 发明授权

US09880086B2 Non-overlapping visualization of data records of a scatter plot 有权
公开(公告)号：US09880086B2
公开(公告)日：2018-01-30
申请号：US12290322
申请日：2008-10-28
申请人： Ming C. Hao , Umeshwar Dayal , Alex X. Zhang
发明人： Ming C. Hao , Umeshwar Dayal , Alex X. Zhang
IPC分类号： G06T11/20 , G01N15/14
CPC分类号： G01N15/1475 , G01N2015/1472
摘要： Non-overlapping visualization of data records of a scatter plot is provided by providing rows and columns in a visualization screen containing cells representing respective data records. The rows correspond to value ranges of a first attribute, and the columns correspond to value ranges of a second attribute. The value ranges are automatically generated for the rows and columns from data values of the data records.

72. 发明授权

US09087143B2 Overlaying transparency images including pixels corresponding to different heirarchical levels over a geographic map 有权
标题翻译：覆盖透明度图像，包括对应于地理地图上不同等级的像素的像素
公开(公告)号：US09087143B2
公开(公告)日：2015-07-21
申请号：US13435597
申请日：2012-03-30
申请人： Ming C. Hao , Halldór Janetzko , Umeshwar Dayal , Meichun Hsu , Daniel Keim
发明人： Ming C. Hao , Halldór Janetzko , Umeshwar Dayal , Meichun Hsu , Daniel Keim
IPC分类号： G09G5/00 , G06F17/30
CPC分类号： G06F17/30994
摘要： Data records contain corresponding values of an attribute and are associated with location information. Hierarchical levels of transparency images are generated, where each of the transparency images includes corresponding pixels that represent the respective data records, and where the transparency images at different ones of the hierarchical levels correspond to different zoom levels of a geographic map. At least one of the transparency images at a dynamically-selected one of the hierarchical levels is overlaid over the geographic map according to which of the zoom levels is selected by a user in zooming of the geographic map, where the at least one transparency image is automatically selected without user input.
摘要翻译：数据记录包含属性的相应值，并与位置信息相关联。产生透明度图像的分层级别，其中每个透明度图像包括表示相应数据记录的相应像素，并且其中不同层级上的透明度图像对应于地理图的不同缩放级别。动态选择的一个层级中的至少一个透明度图像被覆盖在地理地图上，根据用户在缩放地图中选择哪个缩放级别，其中至少一个透明度图像是自动选择，无需用户输入。

73. 发明授权

US09064245B2 Generating a calendar graphical visualization including pixels representing data records containing user feedback 有权
标题翻译：生成日历图形可视化，包括表示包含用户反馈的数据记录的像素
公开(公告)号：US09064245B2
公开(公告)日：2015-06-23
申请号：US13402229
申请日：2012-02-22
申请人： Ming C. Hao , Umeshwar Dayal , Meichun Hsu
发明人： Ming C. Hao , Umeshwar Dayal , Meichun Hsu
IPC分类号： G06T11/20 , G09G5/02 , G06Q10/10
CPC分类号： G06Q10/1093
摘要： A calendar graphical visualization is generated that includes an arrangement of blocks including pixels representing data records containing user feedback, wherein plural groups of the blocks represent different attributes of the data records, and wherein the blocks correspond to respective time intervals. A size of the blocks is determined based on identifying a union of time positions corresponding to data records received for the different attributes in a particular time interval of the time intervals. Pixels in a first of the blocks corresponding to a first of the attributes are aligned with pixels in a second of the blocks corresponding to a second of the attributes by placing gaps in the first and second blocks at respective time positions that are missing values for corresponding ones of the attributes.
摘要翻译：生成日历图形可视化，其包括包括表示包含用户反馈的数据记录的像素的块的排列，其中多组块表示数据记录的不同属性，并且其中块对应于各自的时间间隔。基于在时间间隔的特定时间间隔中识别与针对不同属性接收的数据记录相对应的时间位置的并集来确定块的大小。对应于第一属性的块中的第一个块中的像素与对应于第二属性的块中的第二块中的像素对齐，通过在相应的时间位置处放置间隙，所述第一和第二块在相应的时间位置是相应的缺失值其中一个属性。

74. 发明授权

US08924843B1 Visualizing a plurality of times series in corresponding cell-based lines of a display region 有权
标题翻译：在显示区域的相应的基于单元格的行中可视化多次序列
公开(公告)号：US08924843B1
公开(公告)日：2014-12-30
申请号：US11796809
申请日：2007-04-30
申请人： Ming C. Hao , Umeshwar Dayal , Rodney L. Watson
发明人： Ming C. Hao , Umeshwar Dayal , Rodney L. Watson
IPC分类号： G06F3/00
CPC分类号： G06F3/048 , G06F17/30554 , G06Q10/063 , G06T11/206
摘要： A plurality of time series having corresponding sets of data over time are received. Visual indicators for display in a display region are presented for values of at least a first attribute of the plurality of time series in corresponding cell-based lines, where the cell-based lines have cells to display the corresponding visual indicators for the values of the at least first attribute over time. The plurality of time series in the display region are ordered according to an aggregate of at least one attribute of the plurality of time series.
摘要翻译：接收具有随时间变化的相应数据组的多个时间序列。显示在显示区域中的视觉指示符用于在相应的基于单元格的行中的多个时间序列的至少第一属性的值，其中基于单元的行具有显示相应视觉指示符的值的单元格至少第一个属性随着时间的推移。显示区域中的多个时间序列根据多个时间序列的至少一个属性的聚合被排序。

75. 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。

76. 发明授权

US08773436B1 Pixel charts with data dependent display spaces 有权
标题翻译：具有数据相关显示空间的像素图
公开(公告)号：US08773436B1
公开(公告)日：2014-07-08
申请号：US11527867
申请日：2006-09-27
申请人： Ming C. Hao , Umeshwar Dayal , Mark S. Anspach
发明人： Ming C. Hao , Umeshwar Dayal , Mark S. Anspach
IPC分类号： G06T11/20 , G09G5/22
CPC分类号： G06T11/206
摘要： A method, apparatus, and system are disclosed for pixel charts with data dependent display spaces. One embodiment is a method for software execution. The method includes building a pixel bar chart having plural bars with different heights and different widths; and simultaneously displaying the plural bars of the pixel bar chart.
摘要翻译：公开了一种具有数据相关显示空间的像素图的方法，装置和系统。一个实施例是用于软件执行的方法。该方法包括建立具有不同高度和不同宽度的多个条的像素条形图; 同时显示像素条形图的多个条形。

77. 发明授权

US08730242B2 Performing time slice-based visual prediction 有权
标题翻译：执行基于时间片的视觉预测
公开(公告)号：US08730242B2
公开(公告)日：2014-05-20
申请号：US12800526
申请日：2010-05-17
申请人： Ming C. Hao , Umeshwar Dayal , Halldór Janetzko , Ratnesh Kumar Sharma
发明人： Ming C. Hao , Umeshwar Dayal , Halldór Janetzko , Ratnesh Kumar Sharma
IPC分类号： G06T11/20
CPC分类号： G06Q10/06 , G06T11/206
摘要： To perform time slice-based visual prediction, a weighted moving aggregate of data values in a data set is calculated over previous time slices to predict data values based on interactive user input. A visual accuracy indicator is generated for display to indicate a quality of prediction of data values at different times. A visualization presents data values from the data set and the predicted data values, where the data values from the data set and the predicted data values are represented as corresponding cells.
摘要翻译：为了执行基于时间片的视觉预测，在先前的时间片上计算数据集中的数据值的加权移动聚合，以基于交互式用户输入来预测数据值。生成用于显示的视觉精确度指示符，以指示不同时间的数据值的预测质量。可视化呈现来自数据集和预测数据值的数据值，其中来自数据集的数据值和预测数据值被表示为相应的单元。

78. 发明授权

US08643646B2 Constructing a cell-based cluster of data records of a scatter plot 有权
标题翻译：构建散点图的基于单元格的数据记录集群
公开(公告)号：US08643646B2
公开(公告)日：2014-02-04
申请号：US12381716
申请日：2009-03-16
申请人： Ming C. Hao , Umeshwar Dayal , Ratnesh Kumar Sharma , Alex Xin Zhang
发明人： Ming C. Hao , Umeshwar Dayal , Ratnesh Kumar Sharma , Alex Xin Zhang
IPC分类号： G06T11/20 , G06T15/00 , G01V1/34 , G06F17/30
CPC分类号： G06T11/206 , G01V1/345 , G06F17/30572 , G06F17/30958 , G06T11/20
摘要： To construct at least one cluster of data records of a scatter plot, cells representing the data records are placed in a visualization screen according to values of a first attribute and a second attribute of the data records. Visual indicators are assigned to the cells according to values of a third attribute of the data records. In response to detecting data records having a particular pair of first attribute and second attribute values, cells representing the data records having the particular pair of first attribute and second attribute values are placed in nearby positions according to similarity of values of the third attribute to form the at least one cluster of cells having similar visual indicators.
摘要翻译：为了构建散点图的至少一组数据记录，表示数据记录的单元根据数据记录的第一属性和第二属性的值被放置在可视化屏幕中。可视指示符根据数据记录的第三个属性的值分配给单元格。响应于检测到具有特定对的第一属性和第二属性值的数据记录，表示具有特定对的第一属性和第二属性值的数据记录的单元根据第三属性的值的相似度被放置在附近的位置以形成该至少一个细胞簇具有相似的视觉指示符。

79. 发明申请

US20130286039A1 SMOOTHED VISUALIZATION HAVING RINGS CONTAINING PIXELS REPRESENTING UNEVENLY SPACED DATA 有权
标题翻译：具有代表不可预期间隔数据的像素的环的平滑可视化
公开(公告)号：US20130286039A1
公开(公告)日：2013-10-31
申请号：US13456297
申请日：2012-04-26
申请人： Ming C. Hao , Soma Sundaram Santhiveeran , Sebastian Mittelstädt , Umeshwar Dayal , Daniel Keim
发明人： Ming C. Hao , Soma Sundaram Santhiveeran , Sebastian Mittelstädt , Umeshwar Dayal , Daniel Keim
IPC分类号： G06T11/20 , G09G5/02
CPC分类号： G06Q30/02 , G06T11/206 , G09G5/02
摘要： Unevenly spaced data records are received over time. A smoothed graphical visualization has a plurality of discrete rings to allow for detection of periodical patterns in the data records, where the discrete rings correspond to plural time periods and contain pixels representing values of an attribute of the data records. Visual indicators are assigned to the corresponding pixels, where a first of a visual indicators for a first time interval that is missing a data record is based on aggregating values of the attribute of neighboring data records, and where a second of the visual indicators for a second time interval having multiple data records is based on aggregating values of the attribute of the multiple data records.
摘要翻译：随着时间的推移收到不均匀的数据记录。平滑的图形可视化具有多个离散环，以允许检测数据记录中的周期性模式，其中离散环对应于多个时间段，并且包含表示数据记录的属性值的像素。可视指示符被分配给对应的像素，其中缺少数据记录的第一时间间隔的第一视觉指示符是基于相邻数据记录的属性的聚合值，并且其中第二视觉指示符具有多个数据记录的第二时间间隔基于多个数据记录的属性的聚合值。

80. 发明申请

US20130030759A1 SMOOTHING A TIME SERIES DATA SET WHILE PRESERVING PEAK AND/OR TROUGH DATA POINTS 审中-公开
标题翻译：在保持峰值和/或经过数据点时打印时间序列数据集
公开(公告)号：US20130030759A1
公开(公告)日：2013-01-31
申请号：US13190567
申请日：2011-07-26
申请人： Ming C. Hao , Umeshwar Dayal , Walter Hill , Sebastian Mittelstaedt , Halldor Janetzko
发明人： Ming C. Hao , Umeshwar Dayal , Walter Hill , Sebastian Mittelstaedt , Halldor Janetzko
IPC分类号： G06F17/18
CPC分类号： G06F17/18
摘要： Implementations disclosed herein relate to smoothing a time series data set while preserving at least one of peak or trough data points. In one embodiment, a processor recursively identifies at least one of a peak or trough point outside of a threshold distance from a connecting line connecting a beginning and ending point within the time series data set.
摘要翻译：本文公开的实现涉及平滑时间序列数据集，同时保留峰值或低谷数据点中的至少一个。在一个实施例中，处理器递归地识别来自连接时间序列数据集中的开始和结束点的连接线的阈值距离之外的峰值或谷底点中的至少一个。

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