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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。

5. 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。

6. 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。

7. 发明申请

US20130195312A1 PLACING TEMPORALLY ALIGNED AND VARIABLY SIZED PIXELS IN DISCRETE RINGS IN A GRAPHICAL VISUALIZATION 有权
标题翻译：在图形可视化中，在离散的环中放置临时对齐和可变尺寸的像素
公开(公告)号：US20130195312A1
公开(公告)日：2013-08-01
申请号：US13363597
申请日：2012-02-01
申请人： MING C. HAO , Manish Marwah , Sabastian Mittelstadt , Umeshwar Dayal , Cullen E. Bash , Chandrakant Patel
发明人： MING C. HAO , Manish Marwah , Sabastian Mittelstadt , Umeshwar Dayal , Cullen E. Bash , Chandrakant Patel
IPC分类号： G06K9/00
CPC分类号： G06F17/30572
摘要： Data points contain data values in respective time intervals. Pixels representing data points for time periods (each time period including multiple time intervals) are placed in corresponding discrete rings in a graphical visualization, wherein the pixels are user accessible to allow viewing of information of the corresponding data points. The pixels are temporally aligned in the corresponding discrete rings, and the pixels in the corresponding discrete rings are variably sized depending on a number of data points in the respective time periods.
摘要翻译：数据点包含相应时间间隔内的数据值。表示时间段（包括多个时间间隔的每个时间段）的数据点的像素被放置在图形可视化中的对应的离散环中，其中像素是用户可访问的，以允许观看相应数据点的信息。像素在相应的离散环中被时间上对准，并且相应的离散环中的像素根据各个时间段内的数据点的数量可变地大小。

8. 发明授权

US08638981B2 Placing temporally aligned and variably sized pixels in discrete rings in a graphical visualization 有权
标题翻译：在图形可视化中将离散环中的时间对齐和可变大小的像素放置在离散环中
公开(公告)号：US08638981B2
公开(公告)日：2014-01-28
申请号：US13363597
申请日：2012-02-01
申请人： Ming C. Hao , Manish Marwah , Sabastian Mittelstadt , Umeshwar Dayal , Cullen E. Bash , Chandrakant Patel
发明人： Ming C. Hao , Manish Marwah , Sabastian Mittelstadt , Umeshwar Dayal , Cullen E. Bash , Chandrakant Patel
IPC分类号： G06K9/00 , G06T11/20
CPC分类号： G06F17/30572
摘要： Data points contain data values in respective time intervals. Pixels representing data points for time periods (each time period including multiple time intervals) are placed in corresponding discrete rings in a graphical visualization, wherein the pixels are user accessible to allow viewing of information of the corresponding data points. The pixels are temporally aligned in the corresponding discrete rings, and the pixels in the corresponding discrete rings are variably sized depending on a number of data points in the respective time periods.
摘要翻译：数据点包含相应时间间隔内的数据值。表示时间段（包括多个时间间隔的每个时间段）的数据点的像素被放置在图形可视化中的对应的离散环中，其中像素是用户可访问的，以允许观看相应数据点的信息。像素在相应的离散环中被时间上对准，并且相应的离散环中的像素根据各个时间段内的数据点的数量可变地大小。

9. 发明授权

US10204186B2 Providing a model of impact of a cooling infrastructure 有权
公开(公告)号：US10204186B2
公开(公告)日：2019-02-12
申请号：US14403386
申请日：2012-05-25
申请人： Manish Marwah , Cullen E. Bash
发明人： Manish Marwah , Cullen E. Bash
IPC分类号： G06G7/48 , G06F17/50 , G06F1/20 , H05K7/20 , G05D23/19 , G06K9/62
摘要： A model is provided that produces predicted sensor data as a function of at least one input feature that includes an adjustable setting of a cooling infrastructure. The model is able to model a non-linear relationship between the predicted sensor data and the adjustable setting.

10. 发明授权

US08836536B2 Device characterization system and methods 有权
标题翻译：器件表征系统和方法
公开(公告)号：US08836536B2
公开(公告)日：2014-09-16
申请号：US13194161
申请日：2011-07-29
申请人： Manish Marwah , Chandrakant Patel , Geoff M. Lyon , Martha L. Lyons , Martin Arlitt , Cullen E. Bash
发明人： Manish Marwah , Chandrakant Patel , Geoff M. Lyon , Martha L. Lyons , Martin Arlitt , Cullen E. Bash
IPC分类号： G08B21/00 , H04Q9/00
CPC分类号： H04Q9/00 , H04Q2209/845
摘要： In an embodiment, a device characterization system includes a sensor to sense an attribute of a device, a processor, and an algorithm executable on the processor to collect time series data of the attribute from the sensor, detect edges in the data, identify clusters from the edges, label the clusters based on input from a supervisor, and estimate device characterization parameters from the clusters.
摘要翻译：在一个实施例中，设备表征系统包括用于感测设备的属性的传感器，处理器和可在处理器上执行的算法，以从传感器收集属性的时间序列数据，检测数据中的边缘，从边缘，基于来自主管的输入来标记聚类，并从集群估计设备表征参数。

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