Abstract: The present disclosure describes a continuous anomaly detection method and system based on multi-dimensional behavior modeling and heterogeneous information analysis. A method includes collecting data, processing and categorizing a plurality of events, continuously clustering the plurality of events, continuously model building for behavior and information analysis, analyzing behavior and information based on a holistic model, detecting anomalies in the data, displaying an animated and interactive visualization of a behavioral model, and displaying an animated and interactive visualization of the detected anomalies.

Abstract: The present invention is directed to a secure communication network that enables multi-point to multi-point proxy communication over the network. The network employs a smart server that establishes a secure communication link with each of a plurality of smart client devices installed on local client networks. Each smart client device is in communication with a plurality of agent devices. A plurality of remote devices can access the smart server directly and communicate with agent devices via the secure communication link between the smart server and one of the smart client devices. This communication is enabled without complex configuration of firewall or network parameters by the user.

Abstract: The present disclosure describes a continuous anomaly detection method and system based on multi-dimensional behavior modeling and heterogeneous information analysis. A method includes collecting data, processing and categorizing a plurality of events, continuously clustering the plurality of events, continuously model building for behavior and information analysis, analyzing behavior and information based on a holistic model, detecting anomalies in the data, displaying an animated and interactive visualization of a behavioral model, and displaying an animated and interactive visualization of the detected anomalies.

Abstract: The present disclosure describes a continuous anomaly detection method and system based on multi-dimensional behavior modeling and heterogeneous information analysis. A method includes collecting data, processing and categorizing a plurality of events, continuously clustering the plurality of events, continuously model building for behavior and information analysis, analyzing behavior and information based on a holistic model, detecting anomalies in the data, displaying an animated and interactive visualization of a behavioral model, and displaying an animated and interactive visualization of the detected anomalies.

Abstract: Disclosed are certain peptide linkers for conjugating drugs to ligands, and the resulting drug-linker-ligand molecules and compositions thereof. The conjugated molecules useful for the targeted delivery of drugs to the desired cells, and allow for the intracellular release of the drug in cases where the targeted antigen is internalized via the trans Golgi network and not the lysosomal pathway.

Abstract: A voice user interface for accessing data is provided. This method and system receives a set of variables from a voice recognizer processing a voice request for information in a backend system; processes an integration method using the set of variables returned from the recognizer and an unstructured grammar based on entries in the database fields of a backend system; requests backend data from the backend system using the integration method and the set of variables as applied to the unstructured grammar; and receives backend data from the backend system responsive to the integration method used to request the backend data. Processes are described that add data associated with a database to increase the accuracy of interacting with the database through a voice interface and create the unstructured grammar for improved voice recognition capabilities.

Abstract: A combined baffle and reinforcing assembly is provided for use within the cavity of a structural member to dampen acoustic transmissions through the cavity and provide reinforcement in a direction transverse to the longitudinal axis of the structural member. The assembly includes a synthetic carrier which includes an interior area, marginal rim, and an attachment member preferably in the form of a clip for insertion to the corresponding hole in the wall of the structural member, and a circumscribing and continuous band of reinforcing material extending around the periphery of the carrier. The assembly may be economically manufactured by co-injection molding or insert molding of the thermally expansible material around the carrier. The marginal rim of the carrier may include base wall and a support flange for receiving the thermally expansible material thereon.

Abstract: A combined baffle and reinforcing assembly is provided for use within the cavity of a structural member to dampen acoustic transmissions through the cavity and provide reinforcement in a direction transverse to the longitudinal axis of the structural member. The assembly includes a synthetic carrier which includes an interior area, marginal rim, and an attachment member preferably in the form of a clip for insertion to the corresponding hole in the wall of the structural member, and a circumscribing and continuous band of reinforcing material extending around the periphery of the carrier. The assembly may be economically manufactured by co-injection molding or insert molding of the thermally expansible material around the carrier. The marginal rim of the carrier may include base wall and a support flange for receiving the thermally expansible material thereon.

Abstract: A method and system for integrating an application executing on a backend system with a mobile device that communicates over a network with the application. The integration includes retrieving from a storage area a method corresponding to a function in the application on the backend system, invoking the method corresponding to the function in the application and creating an interface to the application on the backend system. Information received from the application corresponds to the information requested by the mobile device. This information from the application is transformed to a format suitable for presentation on a mobile device by a presentation server and assisted by a hierarchical universal device library description of mobile devices and browsers.

Abstract: A combined baffle and reinforcing assembly is provided for use within the cavity of a structural member to dampen acoustic transmissions through the cavity and provide reinforcement in a direction transverse to the longitudinal axis of the structural member. The assembly includes a synthetic carrier which includes an interior area, marginal rim, and an attachment member preferably in the form of a clip for insertion to the corresponding hole in the wall of the structural member, and a circumscribing and continuous band of reinforcing material extending around the periphery of the carrier. The assembly may be economically manufactured by co-injection molding or insert molding of the thermally expansible material around the carrier. The marginal rim of the carrier may include base wall and a support flange for receiving the thermally expansible material thereon.

Abstract: A dome light assembly is provided including a first pair of contacts mounted on an interior surface of a vehicle and connected to a power source. Also included is a flashlight with a second pair of contacts releasably connectable to the first pair of contacts. A rechargeable battery is connected to the second pair of contacts. A switch is connected between the battery and a lamp situated within the flashlight.