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773 results about "Data separation" patented technology

Data Separation. Data separation is an issue that can occur while trying to fit an ordinal or binary logistic regression model. Separation occurs when a predictor variable (or set of predictor variables) perfectly predict your outcome variable.

Large data human face monitoring system and device

The invention discloses a monitoring system and device based on human face large data. The system is composed of a front-end real-time acquisition system and a human face monitoring center management system. The front-end real-time acquisition system distributively collects a human face video or a high-definition human face image and individual basic information, and carries out uploading to a human face comparison server. The human face comparison server establishes a local human face data management system for uploaded human face data, and periodically carries out data synchronization with the human face monitoring center management system to synchronize added human face data to a central database. The central database uses a simple and efficient human face matching algorithm, or merges and classifies human face data based on a unique identification code. Based on the classified human face large data, data analysis, blacklist large-scale early warning and other functions are carried out. The system provided by the invention effectively solves the problem that current urban human face monitoring systems are independent of each other, have separated data, and are not conducive to the construction of an accurate criminal suspect tracking system.
Owner:广东中科人人智能科技有限公司

Multi-dimensional, expert behavior-emulation system

An expert decision-making method is emulated based on a history of behaviors by experts in a variety of observed situations. The history of behaviors is built up from observations of actions taken by experts in analyzing a plurality of situations. Situation data representative of a situation to be processed is received, and situation features are extracted from the situation data. Each situation feature is associated with an expert behavior method used to process the situation. A behavior method is recognized from a pattern of situation features. Recognizing a behavior method is based on feature / method separation data in multidimensional space of features into areas with each area associated with a method used by experts. Parameter values for parameters in the recognized behavior method are calculated based on the situation features. The calculation of parameter values is accomplished by recognizing parameter calculation rules and calculating the parameter values using the rules. A parameter calculation rule for each parameter in the behavior method is recognized from a pattern of situation features. Recognizing a parameter calculation rule is based on feature / parameter-calculation-rules separation data of multidimensional space of features into areas with each area associated with a parameter calculation rule used by experts. The recognized behavior method is executed on the situation data using the calculated parameter values to recommend a solution for the situation. The recommended solution has solution data representing a plan of action to provide the solution and remainder data representing unprocessed situation data. A test detects whether the remainder data is in a target range. If the remainder data is not in the target range, the actions to recommend a solution are repeated until the test detects the remainder data is in the target range.
Owner:IBM CORP

Out-of-band management system of data center based on IPMI

The invention discloses an out-of-band management system of a data center based on IPMI. The system is characterized in that the out-of-band management system conducts remote access to a BMC chip of a managed server; the BMC chip sends a control command to the BMC chip via a LAN interface based on an IPMI protocol; data information acquired by the BMC chip is fed back to a management platform; data of the management platform is transmitted to a client side; the BMC chip conducts data collection of an out-of-band management monitoring module in the managed server; and the out-of-band management monitoring module comprises a power source management module, a remote control module, a power consumption management module and a log management module. Firstly, the configuration allows out-of-band server management; and secondly, an operation system does not need to bear a task of transmitting system state data. Core concepts of out-of-band management comprise that only management data, statistical information, control information and the like are transmitted; network management data is separated from service data; the two types of data are completely independent and do not influence each other; and efficiency and reliability of network management can be increased.
Owner:STATE GRID ANHUI ELECTRIC POWER +2
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