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175results about How to "The result is reasonable" patented technology

Medical interrogation dialogue system and reinforcement learning method applied to medical interrogation dialogue system

The invention discloses a medical interrogation dialogue system and a reinforcement learning method applied to the medical interrogation dialogue system, and relates to the technical field of medicalinformation. The system comprises a natural language understanding module used for classifying the intentions of users and filling slot values to form structured semantic frames; a dialogue managementmodule used for interacting with a user through a robot agent, inputting a dialogue state, performing action decision on the semantic frame through a decision network, and outputting final system action selection; a user simulator used for carrying out natural language interaction with the dialogue management module and outputting user action selection; a natural language generation module used for receiving system action selection and user action selection, enabling the user to check the selection through generating sentences similar to a human language by using a template-based method. According to the invention, the medical knowledge information between diseases and symptoms is introduced as a guide, and the inquiry historical experience is enriched through continuous interaction witha simulated patient. The reasonability of inquiry symptoms and the accuracy of disease diagnosis are improved, and the diagnosis result is higher in credibility.
Owner:暗物智能科技(广州)有限公司

DEM (Digital Elevation Model)-assisted satellite image block adjustment method

The invention provides a DEM (Digital Elevation Model)-assisted satellite image block adjustment method. The DEM-assisted satellite image block adjustment method is characterized in that existing DEM data are combined, elevation control is provided when block adjustment is carried out by using an RFM (Rational Function Model) by a satellite image, and thus the dependence of the satellite image on ground control points which are densely distributed when the block adjustment is carried out can be greatly reduced. According to the DEM-assisted satellite image block adjustment method disclosed by the invention, compared with a non-elevation-control traditional block adjustment, when the block adjustment is carried out on a weak-intersection high-resolution downward-looking (panchromatic and multi-spectral) satellite image, and the increasing of the result accuracy is particularly obvious; extremely-high edge matching accuracy and relatively-uniform absolute accuracy can be obtained by the satellite image in a larger regional network just by using a few object space plane elevation control points. The DEM-assisted satellite image block adjustment method disclosed by the invention is very suitable for a satellite image user by whom high-accuracy object space control points are difficult to obtain to a large extent.
Owner:WUHAN UNIV

Community discovery method of complex network and important node discovery method of community

The invention discloses a community discovery method of a complex network and an important node discovery method of a community. The community discovery method of the complex network comprises the following steps: firstly, according to a topological structure of the complex network and connection frequencies among nodes, calculating to obtain the edge weight of each edge; taking the edge with the maximum edge weight as a starting edge of a new community to expand a new community; calculating a local communication judgment function of a community neighbouring point when expansion is carried out each time; dividing the neighbouring point and a corresponding edge into the community if the local communication judgment function is greater than 0; and after the community stops growing, selecting the edge with the maximum edge weight from the residual edges as the starting edge of another new community to continue to divide. When the important node discovery of the community is carried out, an influence factor, which is affected by the adjacent point of the same community, of each node is firstly calculated, and then, the importance degree of the node is obtained according to the influence factor, which is affected by the adjacent point, of each node and the influence factor, which is affected by the node, of the adjacent point to finish important node discovery. The community discovery method and the important node discovery method are high in accuracy and low in time complexity and are especially suitable to apply to the large-scale complex network.
Owner:UNIV OF ELECTRONIC SCI & TECH OF CHINA

CNN-based power equipment fault judgment and early warning method, terminal and readable storage medium

The invention provides a CNN-based power equipment fault judgment and early warning method, a terminal and a readable storage medium. The method comprises the steps of obtaining test data; preprocessing the data; processing the data by using an offline model; and performing fault prediction of data. According to the method, the coal mill data is modeled through a deep learning method, fault prediction is achieved, mass historical data of coal mill equipment are fully mined through an existing data mining and machine learning modeling method, and an efficient and practical model is establishedto conduct detection and early warning on the real-time state of the coal mill. Knowledge and experience of experts and operating personnel are combined with data mining and machine learning methods and complemented with each other. The data can be automatically analyzed and modeled according to the data characteristics, and the threshold of operating personnel is lowered. The fault prediction model of the coal mill established by the invention can contain more complex causal relationships implicit among the indexes, so that the possibility of loss of a large amount of effective information isavoided, and the result is relatively reasonable and accurate.
Owner:HUADIAN POWER INTERNATIONAL CORPORATION LTD +1

Low-voltage electric appliance junction box device capable of being conveniently detached

The invention discloses a low-voltage electric appliance junction box device capable of being conveniently detached. The low-voltage electric appliance junction box device comprises a mounting base, wherein a fixing block is fixedly connected to the periphery of the top of the mounting base; a buffer spring is fixedly connected to the top of the fixing block; a spring cushion is fixedly connectedto the top of the buffer spring; a box body is fixedly connected to the top of the spring cushion; a supporting block is movably connected to the top of the mounting base and positioned in the middle;and an external thread is formed in the surface of the supporting block. The low-voltage electric appliance junction box device capable of being conveniently detached is simple in structure, convenient to use and convenient to mount and detach. In addition, radiating windows are arranged on two sides of the device, so that the whole junction box can be well and rapidly radiated. Therefore, the working quality of the junction box is effectively improved, the junction box is prevented from being burnt by a high temperature, and convenience is brought to use. Due to the buffer spring at the bottom of the box body, force generated by collision of the device can be reduced, damage is avoided, and the service life of the device is prolonged.
Owner:ZHEJIANG LIUJING RECTIFIER CO LTD

High speed railway main line train operation scheme optimizing method and system

The invention discloses a high speed railway main line train operation scheme optimizing method and system. According to the invention, a high speed railway main line train operation scheme is taken as an optimization object. Current high speed train marshalling characteristics and train starting and destination arriving capability limitation are taken into account, on one hand, in order to ensure that the transportation capability of trains of different sections of lines meets sectional passenger transporting demands, train operation paths achieving the optimal match between the transportation capability and passenger flow demands are searched and starting and destination arriving stations and departure frequency are determined; on the other hand, intermediate train stops are arranged according to boarding and alighting passenger flow and OD passenger flow, namely, matching between the OD passenger flow and the train service frequency is realized through setting a train stop scheme reasonably. An optimization model and a solution algorithm obtained in two layers including capability matching and service frequency matching are in close combination with high speed railway transportation organization and passenger transportation organization characteristics. The train path scheme and the train stop scheme are reasonable. The optimization method is good in practicability.
Owner:CENT SOUTH UNIV
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