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1. High Dimensional Auto-Anomaly Detection

  • Generating cohorts using automated weighting and multi-level ranking.    US Patent 20190065503, 02/28/2019

  • Visually Interactive Identification of a Cohort of Data Objects Similar to a Query Based on Domain Knowledge. US Patent 2017031607, 11/2017

  • “System and Method for Automatic Visual Recognition of Consecutive Anomalies in Large Campaign Forecast Data”. 2019 filed

  • Iterative visualization of a cohort for weighted high-dimensional categorical data. 2015 filed 

  • Generating future groups of events based on similarity of values and behavior matching using a representation of behavior. 2015 filed. 

  • Visualizing scatter plot using real-time backward rewrite. US 2013/0050232 A1, 2013

  • Combining multivariate time-series prediction with Motif discovery. US 8,972,308 B2. 2015

  • Visual presentation of a cell-based calendar transparently overlaid with event indicators for mining data records. US 2012/0060080 A1, 2012

  • Generalized scatter plots. US 2011/0242106 A1, 2011

  • Providing collaborative business intelligence. US 2010/0325206 A1, 2010 

  • Data stream processing. US 2010/0262613 A1, 2010

  • Visual display of data from a plurality of data sources. US 2011/0298804 A1, 2011

  • Constructing a cell-based cluster of data records of a scatter plot. US 8,643,646 B2, 2014

  • Spatial temporal visual analysis of thermal data. US 8,212,817 B2, 2012

  • Visualizing plurality of time series in corresponding cell-based lines of display region. US 8,924,843 B1 , 2014

  • Visualizing growing time series. US 7,941,742 B1, 2011

  • Creating a relationship tree representing relationships of graphs to enable navigation through the graphs without accessing an input data set 
    US 9047202 B1, 2015

  • Applying data thinning processing to a data set for visualization. US 7,921,363 B1, 2011

  • Displaying continually incoming overwriting of one portion of the time series data while another portion of the time series data remains unshifted. US 8,427,478 B2, 2013

  • Method and system for automated visualization using common scale.US 2006/0164418 A1, 20016

2. IOT Time Series

  • Methods of a User-Centered Auto-Grouping in High Dimensional IoT Space Using Normalized Similarity Measures and Multi-Tools Monitoring. Patent filed.

  • Methods of Automated Exception Detection in Multi-Dimensional IOT Time Series Using a Combination of Volatility and Regularity Measures. Patent filed. 

3. Live Text Streaming

  • Computing predicted data according to weighted peak preservation and time distance biasing. US 2013/0103616 A1, 

  • Constructing a cell-based cluster of data records of a scatter plot US8643646 B2    2/4/2014

  • Phase extraction from a content stream. US8972242, 2015

  • Visualzing sentiment results with visual indicators representing user sentiment and level of uncertainty. US886257, 2014

  • Local News Sentiment Analysis related to a particular geographic region. US20140344243, 2014

  • Visual Analysis of a time sequence of events using a time density track. US20120109843, 2012

  • Visual analytics of time dense episode. US8943048, 2012

  • Generating a visualization of reviews according to distance associations between attributes and opinion words in the reviews.US 2011/0029926 A1 2011

  • Generating a visualization to show mining results produced from selected data items and attributes in a selected focus area and other portions of a data set. US 8,022,952 B2, 2011

  • Visual analysis of phrase extraction from a content stream. US 2014/0039875 A1, 2014

4. Prediction​

  • Performing time slice-based visual prediction.  US 8,730,242 B2. 

  • Placing temporally aligned and variably sized pixels in discrete ring5/20/2014

  • Pixel-based graphical visualization including a peak detection ring. US 2014/0055457 A1 2014

  • Smoothing a time series data set while preserving peak and /or through data points. US 2013/0030759 A1, 2013

  • Computing predicated data according to weighted peak preservation and time distance blasing. US 2013/0103616 A1 2013

  • Preforming time slice-based visual prediction. US 8,730,242 B2, 2014

  • Focus-based visual analytic technique for exploring data relationships. US 7,788,064 B1, 2010

  • Time relevance-based visualization of data.  US 7,924,283 B1, 2011

  • Graphic color-pixel-based visual-analytics representations of datasets. US 7,760,203 B1, 2010

  • System and method for visualizing business agreement interactions. US 2005/0119932 A1, 2005

5. Visual Analytics

  • Placing temporally aligned and variably size pixels in discrete rings in a grapical visualization US Patent US8638981 1/28/2014

  • Constructing a cell-based cluster of data records of a scatter plot US8643646 B2 2/4/2014

  • Placing temporally aligned and variably sized pixels in discrete rings in a graphhical visualization US Patent 700207841US01 11/25/2013

  • Visual Analytics of Multivariate Session Data Using Concentric Rings. US20140267290 -2014

  • Pixel Charts with Data Dependent Display Spaces. US8773436 2014

  • Spatio-Temporal Visual Large Data Analysis, US8212817, 2012 (People-Centered)

  • Distance Between Attributes, US20110029926, 2011

  • Non-Overlapping Scatter Plot. US20100103176, 2010

  • Visual Analytics of Multivariate Session Data Using Concentric Rings with Overlapping Periods US 20140267290 A1, 2014

  • Providing a correlation ring for publication classification indicating correlation between attributes. US 2013/0278623 A1, 2013

  • Semantic zoom-in or drill-down in a visualization having cells with scale enlargement and cell position adjustment. US 2014/0320539 A1, 2014

  • Graphic color-pixel-based visual analytic representation for datasets. US 7,760,203 B1, 2010

  • Generating visualization to show mining results produced from selected data items and attribute(s) in a selected focus area and other portions of a dataset.  US 8,022,952 B2, 2011.

  • System and method for creating a value-based stacked bar chart. US 7,779,344 B1. 2010

  • Providing an automated visualization of a collection of data values divided into a number of bines depending upon a change feature of the data values. US 2008/0180382 A1, 2008

  • Providing an automated visualization of a collection of data values divided into a number of bins depending upon a change feature of the data values. US 2008/0180382 A1, 2008 

  • Method and system for creating visualization. US 7,714,876 B1, 2010

  • Pixel charts with data dependent display spaces. US 8,773,436 B1 , 2014

  • Hierarchical dataset dashboard view. US 2006/0095858 A1 2006

  • Visually representing series data sets in accordance with importance values. US 7,716,227 B1, 2010

6. Window Event

  • Real­time synchronization of concurrent views among a plurality of existing applications, US 5828866 1996

  • Mechanism to control and use window events among applications in concurrent computing US 5844553 A, 1998

  • Smoothed visualization having rings containing pixels representing unevenly spaced data US 9230262 B2, 2016

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