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609results about How to "Insufficient improvement" patented technology

Text classification method based on feature information of characters and terms

The invention discloses a text classification method based on feature information of characters and terms. The method comprises the steps that a neural network model is utilized to perform character and term vector joint pre-training, and initial term vector expression of the terms and initial character vector expression of Chinese characters are obtained; a short text is expressed to be a matrixcomposed of term vectors of all terms in the short text, a convolutional neural network is utilized to perform feature extraction, and term layer features are obtained; the short text is expressed tobe a matrix composed of character vectors of all Chinese characters in the short text, the convolutional neural network is utilized to perform feature extraction, and Chinese character layer featuresare obtained; the term layer features and the Chinese character layer features are connected, and feature vector expression of the short text is obtained; and a full-connection layer is utilized to classify the short text, a stochastic gradient descent method is adopted to perform model training, and a classification model is obtained. Through the method, character expression features and term expression features can be extracted, the problem that the short text has insufficient semantic information is relieved, the semantic information of the short text is fully mined, and classification of the short text is more accurate.
Owner:SUN YAT SEN UNIV

Mixed glue bundle pharmaceutical preparations produced in combination use of multiple surfactant and processes for their preparation

The present invention relates to a mixed micelle medicine preparation and a preparation method, which is prepared by the combination of various kinds of surface acting agents. The mixed micelle consists of the polyethylene glycol-12-hydroxy stearate and the other surface acting agents of one kind or various kinds. The other surface acting agents comprise phospholipid, VE Macrogol succinate, Macrogol-VE-carbonate and Macrogol-VE-succinate. In addition, the mixed micelle also comprises drugs, solvent, a stabilizer with or without other components and a PH conditioner. The amount of the polyethylene glycol-12-hydroxy stearate in the prescription is 4 percentage to 40 percentage, W / V: the amount of the phospholipid is 0 percentage to 30 percentage, W / V: the amount of the activator is 0 percentage to 30 percentage, W / V: the amount of the drug is 0.001 percentage to 10 percentage, W / V: the amount of the solvent is 0 percentage to 90 percentage, W / V. The medicine comprises the hydrophobicity drug and the lip solubility drug, but the medicine is not restricted by the both kinds of drugs. The present invention has the following advantages. Firstly, the preparation has good dilution stability, which can improve the defect in the present preparation and can meet the demanding for clinical drug administration. Secondly, the toxicity is low and the chemical stability is excellent.
Owner:SHENYANG PHARMA UNIVERSITY

System and Method for Real-time Transit Prioritization

The present invention provides system and method, including computer programs encoded on non-transitory computer storage media, for dynamic creation of priority transit, wherein one transiting vehicle has priority over another transiting vehicle, or plurality of vehicles, the system comprising input from a plurality of navigation devices, and a server, or distributed computing platform, to receive from the plurality of navigation devices a periodic time series of location points, and the dynamic creation of an agreement, or Ricardian contract, for priority traffic preference between parties while in transit wherein the first, or priority requesting, party exchanges credits or tokens of value to another, or yielding, party in exchange for transit preference and priority. The method comprising receiving location points from a plurality of navigation devices, along with respective time stamps indicating the time of recordation of each of these location points; messaging the parties willing to offer credit or tokens of value for priority transit, and matching parties willing to receive credit or tokens of value for another's said priority transit, according to the location points and respective time stamps and contract disposition; and creating a dynamic agreement, or contract, to execute the transfer and exchange of credits and after passing priority is granted, and confirmed by the navigation devices, automatically executing the contract transferring credits from the priority vehicle account to the yielding vehicle account. This system provides, in essence, a dynamic ‘on-demand’ priority lane creation for any vehicle whether non-automated, automated, autonomous, or driverless, also known in the industry as autonomous levels 0-5, and includes a plurality of transit considerations including, but not limited to, wheeled, non-wheeled, seafaring or airborne vehicles or transportation systems. This system may be extended to include any queuing scenario.
Owner:WARNICK JONATHAN +1

Cloud health service platform and drug assessment method for middle-aged and aged people

The invention discloses a cloud health service platform and a drug assessment method for middle-aged and aged people. The cloud health service platform is used for comparing the physiological sign data of a wearer before, after and during the treatment period uploaded by an intelligent wearing device with a standard physiological sign index; if the body condition of the wearer is improved, a continuous use message is acquired and is pushed to an intelligent terminal; otherwise, a non-continuous-use message is acquired and is pushed to the intelligent terminal. The cloud health service platform provided by the invention can acquire the curative effect condition of the therapeutic schedule by comparing and analyzing the physiological sign data of the wearer before and after the treatment period, so that the medical establishment, the wearer and the guardian can be assisted in timely and effectively knowing and assessing the specific curative effects of various health care products, drugs and operation plans, and the expert can be assisted in timely improving the therapeutic schedule, overcoming the defects of the products, making a more scientific and reasonable therapeutic schedule and selecting more excellent and suitable health care products, equipment and services for the patients.
Owner:SHENZHEN GLOBAL LOCK SAFETY SYST ENG

Method for preparing silicon-based nano-scale ordered porous silicon

The invention discloses a method for preparing silicon-based nano-scale ordered porous silicon, comprising the following steps of: (1) ultrasonically washing an n-shaped one-side polished monocrystalline silicon piece in an acetone solvent, absolute ethyl alcohol and de-ionized water sequentially; and (2) preparing a porous silicon layer on the polished surface of the silicon piece by a double-tank electrochemical corrosion method, taking the aqueous solution of hydrofluoric acid having the mass fraction of 5-9% as corrosive liquid, and applying corrosion current, wherein the density of the corrosion current is 75-155 mA/cm<2>, and the corrosion time is 5-30 min; and the process is performed at the room temperature without illumination. The method disclosed by the invention is simple, quick, effective and practicable, and high in operability; and the bore diameter of the obtained porous silicon is at hundred-nanometer scale, and has the characteristics of high porosity and highly ordered pore canals. The method is capable of achieving the purpose of the silicon-based nano-scale ordered porous silicon by controlling the concentration of the hydrofluoric acid, the corrosion current density and the corrosion time; and the silicon-based nano-scale ordered porous silicon is an ideal material for preparing biological and chemical sensor elements.
Owner:TIANJIN UNIV

Compression perception reconstruction method and system based on depth residual error network

The invention relates to a compression perception reconstruction method and system based on a depth residual error network; the method comprises the following steps: obtaining original image signals as training data, and using scale transformation and segmentation treatment so as to segment the training data into a plurality of image blocks; obtaining a measuring value corresponding to the brightness component according to the brightness component of each image block and a compression perception theory model; using a fully connected network to make linear mapping treatment for the measuring value, thus obtaining a primary reconstruction result; inputting the primary reconstruction result into the depth residual error network, and training to obtain an estimated residual error value; fusingthe estimated residual error value with the primary reconstruction result so as to form reconstruction signals. The method introduces the depth residual error network so as to participate the signalreconstructions, thus restoring and reconstructing from the measuring value to the image, and using the difference between the learning and the target of the depth residual error network to improve the quality of the restored signals.
Owner:INST OF COMPUTING TECHNOLOGY - CHINESE ACAD OF SCI

Shooting training system and method based on smart phone and artificial intelligence

The invention discloses a shooting training system and method based on a smart phone and artificial intelligence. The system comprises a court positioning system, a basket detection system, a player identity recognition system, a player action analysis system, a basketball track recording system, a goal detection system and a visual playback system. During training, the court positioning system detects positions of a court boundary line, a center line, a penalty line, and side lines of a limiting area and a penalty area; the basket detection system performs basket position detection, and performs tracking and real-time detection based on target tracking; the player identity recognition system confirms the position and identity of the player; the player action analysis system acquires player body articulation point position information; the basketball track recording system records the ball position and the target size; the goal detection system judges whether a ball enters the basket or not; and the visual playback system stores and plays back the obtained information and the frames of the video. According to the basketball shooting training system, shooting training of basketballtrainees is facilitated, and the defects of an existing shooting training system are overcome.
Owner:HOHAI UNIV

Integrated heat sink based on metal phase-change material and heat pipes

The invention provides an integrated heat sink based on a metal phase-change material and heat pipes, belonging to the technical field of a heat sink. The integrated heat sink comprises cavity, a phase-change material and one or more than two heat pipes, wherein the phase-change material and the heat pipes are embedded together and packaged in the cavity, heat absorption ends of the heat pipes are exposed out of the wall of the cavity or buried in the cavity, and heat discharge ends of the heat pipes are inserted into the phase-change material. In the integrated heat sink, the heat absorption characteristic of the metal phase-change material and the high-efficiency heat conduction capability of the heat pipes are fully utilized, the heat from a heat source end is rapidly transferred to the interior of the whole phase-change material, and the defects that the heat conductivity of a traditional metal phase-change material is low and a pure heat pipe is difficult to stand high heat flux density are overcome; and two cooling modes are combined and are supplementary, respective advantages of the two cooling modes are developed, the defects are made up by each other, more severe cooling demand and a working environment can be dealt with, and the integrated heat sink has the capability of dealing with heat flux impact and is a high-efficiency, energy-saving and reliable cooling mode.
Owner:TSINGHUA UNIV

Unmanned aerial vehicle task distribution method based on quantum pigeon flock mechanism

PendingCN108985549AInsufficient improvementSolving Discrete Optimization ProblemsResourcesLocal optimumProject Pigeon
The invention discloses an unmanned aerial vehicle (UAV) task distribution method based on a quantum pigeon flock mechanism, belonging to the field of UAV resource distribution. The method comprises the following steps: establishing a phased task assignment model of an unmanned aerial vehicle; determining the tasks to be performed and initializing the quantum pigeon flocks; calculating the fitnessvalue of each quantum pigeon, and selecting the local optimal position and the global optimal position; updating the quantum rotation angle vector to update the quantum velocity of each quantum pigeon to obtain the position of the quantum pigeon; evaluating the fitness of each quantum pigeon; determining a local optimal position and a global optimal position; judging whether the maximum number ofiterations is reached; outputting the global optimal position; judging whether the assignment is completed or not; obtaining a task distribution scheme. The method realizes higher convergence precision, faster convergence speed and more reasonable task allocation scheme with less time cost, can effectively solve the requirement of multiple constraints on the unmanned aerial vehicle, and can obtain more reasonable task allocation scheme of the unmanned aerial vehicle.
Owner:HARBIN ENG UNIV

Prestress structural material formed by reorganization with polygonal original bamboo and the manufacturing method

The invention provides a prestress structural material formed by reorganization with polygonal bamboo units and the manufacturing method for it, the manufacturing method includes manufacturing substrate of prestress structural material formed by reorganization with polygonal bamboo units, and the adding of reinforcement material. Bamboo unit undergoes boiling with chemical solution, drying, and then milling the unit on its outer surface, in order to make it become polygonal bamboo segment, arranging abreast side by side in cross-section direction and longitudinally elongating by finger joints, after all, the substrate of prestress structural material formed by polygonal original bamboo units is formed; after those, extending the lacing wire through all or part of bamboo unit of substrate, and the high-strength baffles are disposed on both ends of substrate, fastening both ends of tautened substrate on baffles by anchors or nuts, allowing the lacing wire act as reinforcement material, then the prestress structural material is formed. The invention makes full use of the structure and physical characteristic of original bamboo, and the prestressed effect generated by lacing wire, the environmental friendly structural material with high-intensity, large span, low power, which effectively alleviates the contradiction between China's timber supply and demand, and partially substitutes for concrete and steel materials, it has broad development prospect.
Owner:BEIJING FORESTRY MACHINERY RES INST OF THE FORESTRY ADMINISTRATION
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