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1.发明申请公开(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。
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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
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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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
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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4.发明申请PLACING PIXELS ACCORDING TO ATTRIBUTE VALUES IN POSITIONS IN A GRAPHICAL VISUALIZATION THAT CORRESPOND TO GEOGRAPHIC LOCATIONS 审中-公开根据与地理位置相关的图形可视化中的位置的属性值放置像素公开(公告)号：US20130194272A1
公开(公告)日：2013-08-01
申请号：US13363602
申请日：2012-02-01
申请人： MING C. HAO , Halldór Janetzko , Daniel Keim , Umeshwar Dayal , Lars-Erik Haug , Meichun Hsu
发明人： MING C. HAO , Halldór Janetzko , Daniel Keim , Umeshwar Dayal , Lars-Erik Haug , Meichun Hsu
IPC分类号： G06T11/20
CPC分类号： G06T11/206
摘要： Data records representing user feedback are received, where the data records are associated with geometric coordinates. Pixels representing the corresponding data records are placed in positions in a graphical visualization according to the geometric coordinates of the data records, where the positions correspond to geographic locations. A subset of the pixels sharing a particular set of geometric coordinates is placed in a subregion of nearby positions in the graphical representation, where the pixels in the subset are placed in an order in the subregion according to values of an attribute of the data records corresponding to the pixels in the subset.
摘要翻译： 接收表示用户反馈的数据记录，其中数据记录与几何坐标相关联。 表示相应数据记录的像素根据数据记录的几何坐标被放置在图形可视化中的位置，其中位置对应于地理位置。 共享特定几何坐标组的像素的子集被放置在图形表示中的附近位置的子区域中，其中子集中的像素根据对应于数据记录的属性的值而以该子区域中的顺序放置 到子集中的像素。
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5.发明申请OVERLAYING TRANSPARENCY IMAGES INCLUDING PIXELS CORRESPONDING TO DIFFERENT HEIRARCHICAL LEVELS OVER A GEOGRAPHIC MAP 有权覆盖透明图像，包括与地理图相对应的不同外来水平的像素公开(公告)号：US20130257903A1
公开(公告)日：2013-10-03
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
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。
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6.发明授权Overlaying transparency images including pixels corresponding to different heirarchical levels over a geographic map 有权覆盖透明度图像，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
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。
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7.发明申请PROVIDING AN ELLIPSOID HAVING A CHARACTERISTIC BASED ON LOCAL CORRELATION OF ATTRIBUTES 有权提供基于属性的本地关联的特征的ELLIPSOID公开(公告)号：US20130088493A1
公开(公告)日：2013-04-11
申请号：US13268050
申请日：2011-10-07
IPC分类号： G06T11/20
CPC分类号： G06T11/203
摘要： Data records are grouped into clusters according to attributes of the data records to be correlated. At least two of the clusters that satisfy a proximity criterion are merged. At least one ellipsoid is created for presentation in a scatter plot visualization based on the grouping and merging, the ellipsoid including pixels representing multiple corresponding data records. The ellipsoid has a characteristic based on a corresponding local correlation of the attributes of the data records represented by the ellipsoid. The characteristic of the ellipsoid is adjusted based on a direction of the local correlation.
摘要翻译： 数据记录根据要相关的数据记录的属性分组成簇。 满足接近度标准的至少两个群集合并。 基于分组和合并，至少一个椭球被创建用于在散点图可视化中呈现，所述椭球包括表示多个相应数据记录的像素。 椭圆体具有基于由椭球表示的数据记录的属性的对应的局部相关性的特征。 基于局部相关的方向调整椭球的特征。
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8.发明授权Computing predicted data according to weighted peak preservation and time distance biasing 有权根据加权峰值保留和时间距离偏差计算预测数据公开(公告)号：US09355357B2
公开(公告)日：2016-05-31
申请号：US13278572
申请日：2011-10-21
申请人： Ming C. Hao , Umeshwar Dayal , Daniel Keim , Walter Hill , Sabastian Mittelstädt , Halldór Janetzko
发明人： Ming C. Hao , Umeshwar Dayal , Daniel Keim , Walter Hill , Sabastian Mittelstädt , Halldór Janetzko
CPC分类号： G06N5/04 , G06F11/3062 , G06F11/3072 , G06Q10/04 , G09B7/04
摘要： A value corresponding to an adjustable control element is received. Predicted data is computed from seasonal data, where the computing is according to applying preservation of peaks in the seasonal data and applying time distance biasing in which more recent data points in the seasonal data are weighted higher than less recent data points. Relative weighting of the peak preservation and the time distance biasing is based on the received value corresponding to the adjustable control element.
摘要翻译： 接收对应于可调控制元件的值。 预测数据是根据季节性数据计算的，其中计算是根据季节性数据中的峰值的保存和应用时间距离偏差，其中季节性数据中更近的数据点被加权高于较近的数据点。 峰值保持和时间距离偏置的相对权重基于对应于可调节控制元件的接收值。
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9.发明授权Providing an ellipsoid having a characteristic based on local correlation of attributes 有权提供基于属性的局部相关性的具有特征的椭球公开(公告)号：US08896605B2
公开(公告)日：2014-11-25
申请号：US13268050
申请日：2011-10-07
IPC分类号： G06T11/20
CPC分类号： G06T11/203
摘要： Data records are grouped into clusters according to attributes of the data records to be correlated. At least two of the clusters that satisfy a proximity criterion are merged. At least one ellipsoid is created for presentation in a scatter plot visualization based on the grouping and merging, the ellipsoid including pixels representing multiple corresponding data records. The ellipsoid has a characteristic based on a corresponding local correlation of the attributes of the data records represented by the ellipsoid. The characteristic of the ellipsoid is adjusted based on a direction of the local correlation.
摘要翻译： 数据记录根据要相关的数据记录的属性分组成簇。 满足接近度标准的至少两个群集合并。 基于分组和合并，至少一个椭球被创建用于在散点图可视化中呈现，所述椭球包括表示多个相应数据记录的像素。 椭圆体具有基于由椭球表示的数据记录的属性的对应的局部相关性的特征。 基于局部相关的方向调整椭球的特征。
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10.发明申请Computing Predicted Data According to Weighted Peak Preservation and Time Distance Biasing 有权根据加权峰值保持和时间距离偏移计算预测数据公开(公告)号：US20130103616A1
公开(公告)日：2013-04-25
申请号：US13278572
申请日：2011-10-21
申请人： Ming C. Hao , Umeshwar Dayal , Daniel Keim , Walter Hill , Sabastian Mittelstädt , Halldór Janetzko
发明人： Ming C. Hao , Umeshwar Dayal , Daniel Keim , Walter Hill , Sabastian Mittelstädt , Halldór Janetzko
CPC分类号： G06N5/04 , G06F11/3062 , G06F11/3072 , G06Q10/04 , G09B7/04
摘要： A value corresponding to an adjustable control element is received. Predicted data is computed from seasonal data, where the computing is according to applying preservation of peaks in the seasonal data and applying time distance biasing in which more recent data points in the seasonal data are weighted higher than less recent data points. Relative weighting of the peak preservation and the time distance biasing is based on the received value corresponding to the adjustable control element.
摘要翻译： 接收对应于可调控制元件的值。 预测数据是根据季节性数据计算的，其中计算是根据季节性数据中的峰值的保存和应用时间距离偏差，其中季节性数据中更近的数据点被加权高于较近的数据点。 峰值保持和时间距离偏置的相对权重基于对应于可调节控制元件的接收值。
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