Abstract: Effective feature set-based high impedance fault (HIF) detection is provided. Systems, methods and devices described herein present a systematic design of power feature extraction for HIF detection and classification. For example, power features associated with HIF events are extracted according to when a fault happens, how long it lasts, and the magnitude of the fault. Complementary power expert information is also integrated into feature pools. In another aspect, a ranking procedure is deployed in a feature pool for balancing information gain and complexity in order to avoid over-fitting of features. In aspects described herein, a logic-based HIF detector implements HIF feature extraction. To determine when an HIF occurs, the HIF detector calculates different quantities, such as active power and reactive power, based on a voltage and current time series, and uses the derivative of these quantities to tell when there is a potential change due to HIF.

Abstract: Effective feature set-based high impedance fault (HIF) detection is provided. Systems, methods and devices described herein present a systematic design of power feature extraction for HIF detection and classification. For example, power features associated with HIF events are extracted according to when a fault happens, how long it lasts, and the magnitude of the fault. Complementary power expert information is also integrated into feature pools. In another aspect, a ranking procedure is deployed in a feature pool for balancing information gain and complexity in order to avoid over-fitting of features. In aspects described herein, a logic-based HIF detector implements HIF feature extraction. To determine when an HIF occurs, the HIF detector calculates different quantities, such as active power and reactive power, based on a voltage and current time series, and uses the derivative of these quantities to tell when there is a potential change due to HIF.

Abstract: A system and method of query optimization are disclosed. A complexity measure of a client query received from a client application is compared to a predetermined threshold, which is determined using at least one of system data and query execution data. An optimized query is generated by modifying the client query to reduce the complexity measure of the client query if the complexity measure of the client query exceeds the predetermined threshold. The optimized query is submitted to a server application on a server and a post-processing routine to be applied to the result set is selected.

Abstract: A system includes a sensor to determine a user is proximate to the system and a logon module to receive information from the sensor that a user is proximate to the system, receive logon information from the user and identification information associated with the user, authenticate the user to use the system based on the logon information, store the identification information, receive second information from the sensor that the user is not proximate to the system, suspend an operating system session, receive information from the sensor that the user is again proximate to the system, receive second identification information associated with the user, determine that the first and second identification information matches, and resume the OS session in response to determining that the first and second identification information matches.

Abstract: A system and method of query optimization are disclosed. A complexity measure of a client query received from a client application is compared to a predetermined threshold, which is determined using at least one of system data and query execution data. An optimized query is generated by modifying the client query to reduce the complexity measure of the client query if the complexity measure of the client query exceeds the predetermined threshold. The optimized query is submitted to a server application on a server and a post-processing routine to be applied to the result set is selected.

Abstract: The present application describes amphiphatic compounds like compound IIa below, compositions and methods for incorporating chemoselective and bio-orthogonal complementary functional groups into liposomes. Such compounds are incorporated in greater numbers in liposome and fused cell surfaces, leading to greater adhesion and conjugation efficiency. The present application also describes various uses of these modified liposomes including for tethering the chemoselective and bioorthogonal complementary functional groups from cell surfaces by liposome delivery toward the goal of rewiring the cell surface.

Abstract: A system and method of query optimization are disclosed. A complexity measure of a client query received from a client application is compared to a predetermined threshold, which is determined using at least one of system data and query execution data. An optimized query is generated by modifying the client query to reduce the complexity measure of the client query if the complexity measure of the client query exceeds the predetermined threshold. The optimized query is submitted to a server application on a server and a post-processing routine to be applied to the result set is selected.

Abstract: A system includes a sensor to determine a user is proximate to the system and a logon module to receive information from the sensor that a user is proximate to the system, receive logon information from the user and identification information associated with the user, authenticate the user to use the system based on the logon information, store the identification information, receive second information from the sensor that the user is not proximate to the system, suspend an operating system session, receive information from the sensor that the user is again proximate to the system, receive second identification information associated with the user, determine that the first and second identification information matches, and resume the OS session in response to determining that the first and second identification information matches.

Abstract: A system and method of query optimization are disclosed. A complexity measure of a client query received from a client application is compared to a predetermined threshold, which is determined using at least one of system data and query execution data. An optimized query is generated by modifying the client query to reduce the complexity measure of the client query if the complexity measure of the client query exceeds the predetermined threshold. The optimized query is submitted to a server application on a server and a post-processing routine to be applied to the result set is selected.

Abstract: This invention generally relates to the determination of species such as proteins and/or small molecules on self-assembled monolayers using mass spectrometry. In some cases, the proteins and/or small molecules may be arranged on a substrate in an array, for example, in a microarray. In one set of embodiments, the invention relates to methods for determining proteins and/or small molecules bound to self-assembled monolayers using mass spectroscopy techniques such as MALDI and MALDI TOF techniques. This combination allows, for example, the systematic identification of unknown proteins from cell lysates. Identification of novel interactions can be achieved, in some cases, in instances where the binding partner to a particular target species is unknown.