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105 results about "Split point" patented technology

Method to reduce I/O for hierarchical data partitioning methods

A method and system for generating a decision-tree classifier from a training set of records, independent of the system memory size. The method includes the steps of: generating an attribute list for each attribute of the records, sorting the attribute lists for numeric attributes, and generating a decision tree by repeatedly partitioning the records using the attribute lists. For each node, split points are evaluated to determine the best split test for partitioning the records at the node. Preferably, a gini index and class histograms are used in determining the best splits. The gini index indicates how well a split point separates the records while the class histograms reflect the class distribution of the records at the node. Also, a hash table is built as the attribute list of the split attribute is divided among the child nodes, which is then used for splitting the remaining attribute lists of the node. The method reduces I/O read time by combining the read for partitioning the records at a node with the read required for determining the best split test for the child nodes. Further, it requires writes of the records only at one out of n levels of the decision tree where n>/=2. Finally, a novel data layout on disk minimizes disk seek time. The I/O optimizations work in a general environment for hierarchical data partitioning. They also work in a multi-processor environment. After the generation of the decision tree, any prior art pruning methods may be used for pruning the tree.
Owner:IBM CORP

Character segmentation method and device

The invention provides a character segmentation method and device. According to the method and device, multiple continuous touching characters can be segmented into complete single characters, the condition that a complete character is segmented into halves is avoided, and the accuracy rate of character recognition is increased to a certain extent. The character segmentation method comprises the steps that a to-be-segmented character image is subjected to vertical projection, the middle points of blank spaces are looked up from the projected image to serve as pre-segmentation points, and thena pre-segmentation point set is obtained, wherein the blank spaces are points of which vertical projection values are less than a set value; the average width of single characters is calculated according to the total character number and the total character width; the pre-segmentation point set is traversed, the space between every two pre-segmentation points is calculated, and an actual segmentation point set is determined by combining the average width of the single characters; and the actual segmentation point set is traversed, pixel points between the adjacent actual segmentation points are determined, and then a single character image after segmentation of the to-be-segmented image is obtained.
Owner:JINGDONG TECH HLDG CO LTD

Method for determining power system parallel load flow based on heuristic automatic network partitioning

The invention relates to a method for determining a power system parallel load flow based on heuristic automatic network partitioning, which comprises the following steps: partitioning distribution network; generating the admittance matrixes of the partitioning nodes, the power flow calculation constant-jacobian matrix and the voltage-power sensitivity matrixes of virtual generators in partitions, sending the voltage-power sensitivity matrixes to a coordination layer; sending initial voltage magnitude and phase angle of virtual engines at the split points by the coordination layer; carrying out power flow calculation on the partitions, sending output power of the virtual engines to a coordination server; judging whether the boundary coordination quantity precision is met or not according to the mismatch quantity of the sum of output power of two virtual engines at the split points by the coordination layer, if no, correcting the voltage of the partitioning points, sending the corrected result to sub-areas, skipping to the last step, and otherwise, skipping to the next step; outputting the data result. The determining method has good convergence, high calculation speed, less memory occupied rate and calculation convenience and flexibility.
Owner:STATE GRID CORP OF CHINA +1

Variable binning method and device, terminal equipment and storage medium

The invention relates to the technical field of computers, and provides a variable binning method, a variable binning device, terminal equipment and a storage medium. The variable binning method comprises the steps of acquiring sample data; according to preset variable configuration, determining nominal variables to be binned and feature values corresponding to the nominal variables from the sample data; storing the feature values into a preset feature value set; aiming at each feature value in the feature value set, diving the nominal variables into two bins by using the feature value as a test split point, and computing an associated index value corresponding to each feature value; using the feature value corresponding to the maximum in the associated index values as a target split pointto execute a binning operation; and removing the feature value from the feature value set; and when a binning result reaches a preset bin number threshold, stopping binning, and otherwise, continuously executing the binning operation. According to the technical scheme provided by the invention, the binning operation is automatically performed on the nominal variables based on the associated indexvalues, manual intervention and consumed time are reduced, and the binning efficiency of the binning operation is improved.
Owner:CHINA PING AN LIFE INSURANCE CO LTD

News splitting method and system

The invention provides a news splitting method. The method comprises the following steps: obtaining audio frames and video frames of news to be split; preprocessing the audio frame, obtaining mute time periods, and obtaining a sentence segmentation starting time point and a sentence segmentation ending time point corresponding to each mute time period; preprocessing the video frame, and obtaining anchor feature data; extracting video frames corresponding to the sentence segmentation starting time points and the sentence segmentation ending time points to obtain corresponding sentence segmentation starting images and sentence segmentation ending images; judging whether anchor switching exists between the sentence segmentation starting images and the sentence segmentation ending images or not according to the anchor feature data, and when anchor switching exists, extracting a corresponding video frame according to a corresponding mute time period to obtain a pause paragraph; and obtaining to-be-split points of the pause paragraph, and splitting the news video according to each to-be-split point. According to the method, the pause paragraphs with anchor switching are screened out through the anchor feature data, then the to-be-split points are judged to perform news splitting, the processing speed can be increased, and the accuracy is improved.
Owner:新华智云科技有限公司

Parallel generation method and device of decision tree on the basis of layered strategy

The embodiment of the invention provides a parallel generation method and device of a decision tree on the basis of a layered strategy. The decision tree is constructed according to layers downstream from the top; when the splitting attribute and the optimal split point of each node of an nth layer are calculated, a training data set only needs to be scanned for one time, each piece of training data in the training data set is classified into each node of the nth layer according to the filter condition of each node of the nth layer; then, the splitting attribute and the optimal split point of each node are independently calculated to generate the node information of each node; and according to the node information of each node of each layer of the decision tree, constructing the decision tree. In the above method, when the splitting attribute and the optimal split point of each node of each layer are calculated, the number of training data of each category in each splitting interval of each attribute in each node is subjected to parallel statistics according to the filtering condition of each node, so that the splitting attribute and the optimal split point of each node of the same layer can be subjected to parallel computation, and the performance of the decision tree is improved.
Owner:HUAWEI TECH CO LTD

Analytical device of online aerosol carbon component acquisition analyzer

The invention relates to an analytical device of an online aerosol carbon component acquisition analyzer. The analytical device comprises an analytical device body, a thermal insulation shell, a reflected-laser photoelectric detection joint, a transmitted-laser photoelectric detection joint, a reflected-laser photoelectric detection system and a transmitted-laser photoelectric detection system, wherein the analytical device body is positioned in the thermal insulation shell, and both the reflected-laser photoelectric detection joint and the transmitted-laser photoelectric detection joint are positioned outside the thermal insulation shell; one end of the analytical device body penetrates out of the thermal insulation shell to be fixedly connected with the reflected-laser photoelectric detection joint, and the reflected-laser photoelectric detection system is fixedly arranged in the reflected-laser photoelectric detection joint; the other end of the analytical device body penetrates out of the thermal insulation shell to be fixedly connected with the transmitted-laser photoelectric detection joint, and the transmitted-laser photoelectric detection system is fixedly arranged in the transmitted-laser photoelectric detection joint. The analytical device can reflect the change of blackness of a quartz film in the thickness direction, can also reflect the change of blackness of the surface of the quartz film, and therefore can comprehensively judge OC/EC split points.
Owner:PEKING UNIV

Digital detecting method of bending angle of sheet metal part

The invention provides a digital detecting method of the bending angle of a sheet metal part. The digital detecting method includes: building the point-cloud model C<D> of the appearance face of a part design model, extracting the bent edge base line L<IW> of the part design model, and building a normal plane, a point-cloud model split surface S<S> and a point-cloud model split plane F<S>; cutting and aligning the scanning point-cloud model C<O> of a formed part to obtain a point-cloud model C<MA>, splitting the point-cloud model C<MA>, and allowing the split point-cloud model to intersect with the normal plane Fi<NL> to obtain a point-cloud section coordinate set; respectively fitting the point-cloud coordinate set of a web-area section point-cloud model Ci<IW> and the point-cloud coordinate set of a bent-edge-area section point-cloud model Ci<IF> into straight lines, calculating the included angle of the two straight lines, calculating the bending angle of the formed part, and comparing bending angle with the bending of the design model to obtain the bending angle deviation of the formed part. The digital detecting method digitally detects the bending angle of the bending edge of the sheet metal part, can precisely the sheet metal part and can achieve batch detection of sheet metal parts.
Owner:NORTHWESTERN POLYTECHNICAL UNIV

Charging method for vehicle traffic, charging terminal equipment and charging system

The invention relates to the technical field of traffic and transportation, and provides a charging method for vehicle traffic, charging terminal equipment and a charging system. Through data connection and switching between a vehicle mobile terminal and a road cell communication base station, the vehicle mobile terminal generates and records signaling data which can be used for extracting vehicletraffic information, and uses the signaling data of the vehicle mobile terminal to modify a vehicle driving path restored by an identification point method to obtain the complete vehicle driving path. The modified complete vehicle driving path is split into a plurality of branch road segments according to a road cost split point, the vehicle tolls of various branch road segments are calculated according to different charging standards according to the mileage and the charging standards of various branch road segments, the vehicle tolls of various branch road segment are superposed, and the toll of the complete vehicle driving path of is generated. The charging method for the vehicle traffic provided by the invention solves the problem of path restoration and charging of vehicles at a terminal toll station after the demolition of provincial toll stations.
Owner:JIANGSU LIANGDONG INFORMATION TECH CO LTD
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