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755results about How to "Reduce overlap" patented technology

Topic indexing method

A method for improving the associating articles of information or stories with topics associated with specific subjects (subject topics) and with a general topic of words that are not associated with any subject. The inventive method is trained using Hidden Markov Models (HMM) to represent each story with each state in the HMM representing each topic. A standard Expectation and Maximization algorithm, as are known in this art field can be used to maximize the expected likelihood to the method relating the words associated with each topic to that topic. In the method, the probability that each word in a story is related to a subject topic is determined and evaluated, and the subject topics with the lowest probability are discarded. The remaining subject topics are evaluated and a sub-set of subject topics with the highest probabilities over all the words in a story are considered to be the "correct" subject topic set. The method utilizes only the positive information and words related to other topics are not taken as negative evidence for a topic being evaluated. The technique has particular application to text that is derived from speech via a speech recognizer or any other techniques that results in a text file. The use of a general topic category enhances the results since most words in any story are not keywords that are associated with any given subject topic. The removal of the general words reduces the numbers of words being considered as keywords related to any given subject topic. The reduced number of words being processed allows the method to enhance the discrimination between the fewer words as related to the subject topics. The topics can range from general, for example "the U.S. economy", to very specific, for example, "the relationship of the yen to the dollar in the U.S. economy."
Owner:CXENSE

Display panel and display device

ActiveCN109445161AWith optical fingerprint recognition functionHigh precisionFinal product manufactureSolid-state devicesDisplay deviceColor film
The invention discloses a display panel and a display device. The display panel comprises an array substrate and a color film substrate which is opposite to the array substrate; the array substrate comprises a plurality of photosensors; the color film substrate comprises a first substrate, a first light shielding layer and at least one second light shielding layer; the first light shielding layeris positioned on the side, which is close to the array substrate, of the first substrate; the first light shielding layer comprises a plurality of first hollowed-out portions; the second light shielding layers are positioned on the side, which is close to the array substrate, of the first light shielding layer; each second light shielding layer comprises a plurality of second hollowed-out portions; in the direction which is perpendicular to the plane where the first substrate is located, the orthographic projections of the first hollowed-out portions, the orthographic projections of the secondhollowed-out portions and the orthographic projections of the photosensors are overlapped; and a first flat layer is arranged between the first light shielding layer and the second light shielding layers. Compared with the prior art, the display panel has the advantages that the fingerprint recognition principle can be improved effectively, and the light shielding layers are simple in structure and easy to manufacture.
Owner:XIAMEN TIANMA MICRO ELECTRONICS

Categorizing method oriented to Internet unbalanced application flow

InactiveCN104102700AReduce intraclass divergenceReduce overlapSpecial data processing applicationsAlgorithm
The invention discloses a categorizing method oriented to Internet unbalanced application streaming. The method includes: on the basis that streaming, streaming statistical feature value calculation and category labeling of collected flow data messages are completed and streaming samples and a flow data set are acquired, dividing the data set through a cluster algorithm to form a plurality of dense and disjoint subsets; aiming at streaming sample feature values of the subsets, using interpolation to expand sub-category streaming samples; setting the undersampling rules of large-category streaming samples according to the neighboring relations among the streaming samples of current subsets and the bytes number of the streaming samples; training integration categorizing models one by one on the basis of a boosting-style integration learning algorithm explicitly considering integration diversity; judging the distance between testing set streaming samples and each training subset cluster center, selecting the integration categorizing model categorizing streaming samples corresponding to the closest cluster center, and outputting the application category which the streaming samples belong to. By the method, the categorizing model can increase sub-category categorizing accuracy and total bytes categorizing accuracy while large-category categorizing accuracy is not lowered.
Owner:SOUTH CHINA UNIV OF TECH

Colorless and transparent polyimide film and preparation method thereof

ActiveCN103788650AHigh glass transition temperature and thermal decomposition temperatureReduce intermolecular interactionsDiamineTransmittance
The invention discloses a colorless and transparent polyimide film, the molecular structural formula as shown in a formula I. A preparation method of the polyimide film comprises the following steps: polymerizing a fluorine-containing diamine monomer and a dianhydride monomer which have same moles in a polar aprotic solvent to produce a colorless and transparent poly(amicacid) solution, carrying out dehydration and ring closing on the colorless and transparent poly(amicacid) solution by using a hot imidization method or a chemical imidization method to produce the colorless and transparent polyimide film, wherein the dianhydride monomer is one or two of compounds selected from bicyclic (3,3,0)octane-2,4,6,7-tetracid dihydride or bicyclic (4,3,0)nonane-3,4,7,9-tetracid dihydride, the fluorine-containing diamine monomer is one or a combination of two of compounds selected from 4,4'-di(4-amino-2-trifluoromethylphenoxy)diphenyl ether, 4,4'-di(4-amino-2- trifluoromethylphenoxy) biphenyl and 2,2'-di(4-(4-amino-2- trifluoromethylphenoxy) phenyl) hexafluoropropane. The colorless and transparent polyimide film produced by using the alicyclic type dianhydride monomer has excellent performances such as good heat resistance, good solubility and high light transmittance.
Owner:HANGZHOU FIRST APPLIED MATERIAL CO LTD
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