Oracle International Corporation

Joseph H Goldberg

Jonathan Helfman

Mark Vilrokx

Aylin Uysal

Nigel Paul King

Arin Bhowmick

Uday Nandigam Gajendar

Min Wu

Rami Musa

Diane L Boross

Christopher Patterson

Melinda Uhland

Luke Kowalski

Embodiments of the invention provide systems and methods for analyzing sequential data. Analyzing the sequential data can include grouping or clustering data that are similar in some way, e.g., similar ranges of quantities, similar categories, etc. More specifically, a method for hierarchical clustering of sequential data can comprise creating a dotplot of the sequential data. The dotplot can represent a plurality of sequences within the sequential data. A number of clusters represented by the plurality of sequences can be initialized, e.g., one cluster per sequence. A pair of sequences of the plurality of sequences having a longest sequential match can be identified, e.g., based on a line fitting technique, and merged into a single cluster. Identifying a pair of sequences of the plurality of sequences having a longest sequential match and merging the identified pair of sequences into a single cluster can be repeated until a single cluster remains.

Hierarchical sequential clustering

Embodiments are disclosed that sense vibrations caused by flow of water in pipes, and covert the sensed vibrations into water usage data which can be analyzed, aggregated, and made available to users. In one embodiment, mechanical vibrations of a pipe are sensed, via a piezo-electric sensor attached to an external surface of the pipe, to form analog electrical signals. The analog electrical signals are converted into time-sampled digital data via a microcontroller having analog-to-digital conversion capability. A frequency analysis is performed on the time-sampled digital data, via at least one processor, to generate spectral data. The spectral data is analyzed, via the at least one processor, to determine whether the vibrations are caused by a fluid flowing through the pipe.

System and method for collecting and aggregating water usage data based on vibration sensors

A system and method for facilitating user access to data and software functionality. An example method includes identifying open windows of plural software applications; accessing rules pertaining to one or more behaviors of one or more of the open windows; and using the rules to adjust the one or more behaviors in accordance with a context of each of the open windows. In a more specific embodiment, the one or more behaviors are adjusted via window groupings in accordance with window context, which includes one or more keywords associated with open windows. The example method further includes displaying a search window with a user option to enter a query using keywords. Search results may identify documents that are associated with window groups associated with keywords of the query.

Window grouping and management across applications and devices

Embodiments of the invention provide systems and methods for analyzing and presenting, e.g., displaying, a set of data. Analyzing the data can include grouping or clustering data that are similar in some way, e.g., similar ranges of quantities, similar categories, etc. and providing an interactive dendrogram representing the clustered data. More specifically, a method for providing an interactive representation of data of a data set can comprise clustering the data into a hierarchical set of clustered data. A dendrogram can be generated based on the clustered data and representing a hierarchy of the clustered data and displayed on a page of a user interface. A selection of a depth of the dendrogram can be received via the user interface and the page can be updated based on the selection of the depth of the dendrogram.

Interactive dendrogram controls

Techniques are described for processing an electronic image for presentation in a display of an enterprise application according to a format for presenting electronic image in the enterprise application. A format for an enterprise application may indicate display attributes such as an aspect ratio, a frame size, a resolution, or the like. The format for presenting an electronic image may correspond to a type of an enterprise application, a function of an enterprise application, a feature of an enterprise application, one or more subjects of the electronic image, other criteria associated with an enterprise application, or a combination thereof. These techniques may enable an electronic image to be adjusted for presentation in enterprise applications that have different formats. Users may benefit by not having to provide an electronic image adjusted to the different formats, thereby enabling a single electronic image to be used for a variety of enterprise applications.

Intelligent image processing for enterprise applications

In example embodiments, space filling elements displayed on a computer screen represent items in one or more levels of a hierarchical menu structure. The area of a space filling element indicates the number of accesses to an application associated with the space filling element. Other attributes of the space filling element may indicate values of characteristics of an associated application.

Enterprise applications navigation using tile characteristics that change with applications data

Systems and methods in accordance with various embodiments of the present invention provide for representing data values of a data set as a plurality of graphical elements in a data visualization, where each data value is associated with a plurality of data dimensions. A first data visualization may be generated based on a first configuration of the dataset. The first data visualization and a first user interface are displayed on a data visualization display page. The first user interface includes the plurality of graphical elements in the first data visualization. A selection of a element of the plurality of graphical elements is received through the first user interface. Moreover, the data values based on the received selection are filtered. A second data visualization representing the data set excluding the filtered data values is displayed.

Filtering for data visualization techniques

Systems and methods in accordance with various embodiments of the present invention provide for representing a plurality of data values of a hierarchical dataset as graphical elements in a configurable data visualization. A first data visualization may be displayed in a data visualization display page, along with a user interface. A selection of a rendered root node and rendered leaf nodes to be displayed in a second data visualization is received from the user interface. Based on the selection of the rendered root node and rendered leaf nodes, a number of depth levels to display is determined. Also, which of the depth levels to display are identified based on the selection of the rendered root node and rendered leaf nodes. The second data visualization is rendered based on the determined number of depth levels and the identified depth levels.

Data visualization techniques

Embodiments of the invention provide systems and methods for analyzing sequential data. The sequential data can comprise a sequence of data points arranged in a particular order and thus representing a sequence. A number of such sequences can be analyzed, for example, to identify patterns or commonalities within the sequences or portions of sequences represented by the data. According to one embodiment, a method of identifying patterns in sequences of data points can comprise reading a set of sequential data. The sequential data can comprises a plurality of sequences and each of the plurality of sequences can represent an ordered sequence of tokens. A dotplot representing matches between each sequence of the plurality sequences can be generated. One or more patterns within the sequential data can then be identified based on the dotplot.

Using dotplots for comparing and finding patterns in sequences of data points

Systems and methods in accordance with various embodiments of the present invention provide for representing a hierarchical dataset as graphical elements in a configurable data visualization having at least one graphical attribute. At least one aggregate function of a plurality of aggregate functions are determined. Aggregate values of the hierarchical dataset for each hierarchical depth level is determined. The aggregate function is used to determine the aggregate values. The data visualization based on the aggregate values is rendered.

Aggregate layout for data visualization techniques

Systems and methods in accordance with various embodiments of the present invention provide for representing a plurality of source data values as graphical elements in a default treemap visualization, where each data value is associated with a plurality of data dimensions. A first data dimension is selected to be mapped to an area cell characteristic based on the first data dimension having a quality of numeric and a quality of non-negative. A second data dimension is selected to be mapped to a color cell characteristic based on the second data dimension having a quality of numeric and a quality of previously unmapped. The default treemap visualization is generated based on the selected first data dimension and the selected second data dimension.

Automated treemap configuration

Embodiments of the present invention provide systems and methods for displaying sequential information representing a path. The sequential information can include a number of tokens representing a path. A representation of the tokens and path of the sequential information can be displayed. An instruction to adjust the representation of the path of the sequential information can be received. For example, instruction can comprise user instruction, including but not limited to a user manipulation of a slider control of a user interface through which the representation of the sequence is displayed. The displayed representation of the path of the sequential information can be updated based on and corresponding to the instruction. So for example, the user can click and drag or otherwise manipulate the slider control above and the displayed representation of the path can be expanded and/or contracted based on the user's movement of the slider control.

Growing community of inventors

San Carlos, CA, United States of America

Joseph H Goldberg