Abstract: Systems, methods, and computer-readable media are disclosed for visual labeling of training data items for training a machine learning model. Training data items may be generated for training the machine learning model. Visual labels, such as QR codes, may be created for the training data items. The creation of the training data item and the visual label may be automated. The visual labels and the training data items may be combined to obtain a labeled training data item. The labeled training data item may comprise a separator to distinguish the training data item from the visual label. The labeled training data item may be used for training and validation of the machine learning model. The machine learning model may analyze the training data item, attempt to identify the training data item, and compare the identification against the embedded label.

Abstract: Systems, methods, and computer-readable media are disclosed for visual labeling of training data items for training a machine learning model. Training data items may be generated for training the machine learning model. Visual labels, such as QR codes, may be created for the training data items. The creation of the training data item and the visual label may be automated. The visual labels and the training data items may be combined to obtain a labeled training data item. The labeled training data item may comprise a separator to distinguish the training data item from the visual label. The labeled training data item may be used for training and validation of the machine learning model. The machine learning model may analyze the training data item, attempt to identify the training data item, and compare the identification against the embedded label.

Abstract: A system and method for evaluating human factors by modeling their key performance indicators and defining their explanatory factors, manifestations and corresponding diverse electronic footprints in an organization's digital data. Six main human resource (HR) constructs (performance, engagement, leadership, workplace dynamics, organizational developmental support, and learning and knowledge creation) are translated into measurable electronic data.

Abstract: A method and system for sharing trusted contact information between trusted, known and unknown parties, without revealing the contact information itself, thus protecting the party defined in the contact from possible unsolicited messages known as “Spam”. Addresses of trusted senders are encrypted using a one-way encryption and stored in a whitelist repository that can be shared by different users. When a message is received, its senders address is extracted, encrypted using the same encryption method, and compared if it is found in the whitelist repository.

Abstract: A computer system provides content to a client device such as a handheld wireless telephone by identifying the client device as a limited-display client device, receiving a request from the client device for hypertext content (e.g. content in HTML form), and generating a reduced-size version of the requested hypertext content. Based on the identification of the client device as a limited-display client device and in response to the request, the reduced-size version of the hypertext content is returned to the client device. The reduced-size version of the hypertext content may be generated by removing information from the hypertext content which is not relevant to the display of the client device, and the reduced-size version of the hypertext content may include page in a text-based hypertext markup language such as HTML.

Abstract: An association method for analyzing a dataset and grouping its objects in homogeneous groups. Multiple grouping algorithms of the art are performed against the dataset, each producing its own grouping results. All the distributions (groupings) are ordered in a matrix, where each distribution suggested by a specific algorithm and/or parameters is presented in a column of the matrix, and each object is presented in a row of the matrix. The association method is applied to the grouping results and associates similar groups among different grouping methods. The best grouping of the objects is determined according to one or more quality criteria. The various grouping results are represented by colors in the matrix such that similar colors, even on different rows, represent similar grouping recommendations.

Abstract: A method and system for sharing trusted contact information between trusted, known and unknown parties, without revealing the contact information itself, thus protecting the party defined in the contact from possible unsolicited messages known as “Spam”. Addresses of trusted senders are encrypted using a one-way encryption and stored in a whitelist repository that can be shared by different users. When a message is received, its senders address is extracted, encrypted using the same encryption method, and compared if it is found in the whitelist repository.

Abstract: A computer system provides content to a client device such as a handheld wireless telephone by identifying the client device as a limited-display client device, receiving a request from the client device for hypertext content (e.g. content in HTML form), and generating a reduced-size version of the requested hypertext content. Based on the identification of the client device as a limited-display client device and in response to the request, the reduced-size version of the hypertext content is returned to the client device. The reduced-size version of the hypertext content may be generated by removing information from the hypertext content which is not relevant to the display of the client device, and the reduced-size version of the hypertext content may include page in a text-based hypertext markup language such as HTML.

Abstract: A method and system are provided for transmitting information from a faster network to a data terminal via a slower network connection. The invention is adapted for use with any Internet access device or terminal, such as an Internet-compatible telephone. A client connects to the Internet via an intermediary software program, known as the Gateway (GW). In the preferred embodiment of the invention, the GW executes on a host computer of an ISP's Local Area Network (LAN). The GW thus mediates the data transfer between the Internet, such as the Web and the client Internet terminal. The GW employs a point-to-point Internet protocol, the Gateway interface Protocol (GWIP) to communicate with the client over the low-bandwidth link. The invention shifts the entire overhead of the Internet protocol stack to the GW, and does not involve the Internet terminal or the slow link between Internet terminal and GW.

Abstract: A method and system are provided for transmitting information from a faster network to a data terminal via a slower network connection. The invention is adapted for use with any Internet access device or terminal, such as an Internet-compatible telephone. A client connects to the Internet via an intermediary software program, known as the Gateway (GW). In the preferred embodiment of the invention, the GW executes on a host computer of an ISP's Local Area Network (LAN). The GW thus mediates the data transfer between the Internet, such as the Web, and the client Internet terminal. The GW employs a point-to-point Internet protocol, the Gateway Interface Protocol (GWIP) to communicate with the client over the low-bandwidth link. The invention shifts the entire overhead of the Internet protocol stack to the GW, and does not involve the Internet terminal or the slow link between Internet terminal and GW.

Abstract: A method, system and device are disclosed for monitoring and controlling data pushed to a client wireless communication device (WCD). A unit or device installed in or connected to the WCD utilizes filtering rules relating to pushed data for evaluating whether to drop the pushed data.