mhurhangee/ep-ind-claims huggingface dataset:
A method for optimizing storage of multi-dimensional data in a data storage, said method comprising: analyzing, by an optimization system, a plurality of queries received over a period of time from one or more client machines, each query fetching an entity from the data storage; determining, by the optimization system, a query pattern from the plurality of queries, the query pattern comprising the most frequently fetched entities in the plurality of queries; identifying, by the optimization system, a dimensionality of the data based on the query pattern, wherein the dimensionality has no more than eleven dimensions, and wherein the no more than eleven dimensions correspond to a respective one of the most frequently fetched entities; and storing data in the data storage by performing, by the optimization system, at least one of: segmenting at least one of the data and columns of a table used by the queries and stored in the data storage based on the identified dimensionality of the data; or storing the data in remote data storage when the data is an element of the eleventh dimension; or breaking the higher level dimensions into one or more smaller level dimensions when the data is an element greater than the eleven dimensions. analyzing, by an optimization system, a plurality of queries received over a period of time from one or more client machines, each query fetching an entity from the data storage; determining, by the optimization system, a query pattern from the plurality of queries, the query pattern comprising the most frequently fetched entities in the plurality of queries; identifying, by the optimization system, a dimensionality of the data based on the query pattern, wherein the dimensionality has no more than eleven dimensions, and wherein the no more than eleven dimensions correspond to a respective one of the most frequently fetched entities; and storing data in the data storage by performing, by the optimization system, at least one of: segmenting at least one of the data and columns of a table used by the queries and stored in the data storage based on the identified dimensionality of the data; or storing the data in remote data storage when the data is an element of the eleventh dimension; or breaking the higher level dimensions into one or more smaller level dimensions when the data is an element greater than the eleven dimensions. segmenting at least one of the data and columns of a table used by the queries and stored in the data storage based on the identified dimensionality of the data; or storing the data in remote data storage when the data is an element of the eleventh dimension; or breaking the higher level dimensions into one or more smaller level dimensions when the data is an element greater than the eleven dimensions.
A parking assist method comprising: acquiring recognition information about parked vehicles existing in a parking frame group comprising parking frames arranged side by side; selecting representative points set at same positions of the three or more parked vehicles from the recognition information; calculating a distance between representative points that is a distance between the representative points adjacent to each other; characterized in that the recognition information is acquired about three or more parked vehicles existing in a parking frame group comprising three or more parking frames arranges side by side, and by setting an assumed value (dx) as the width of the parking frames and calculating errors (de) between a plurality of the distances between representative points and a value of an integral multiple of the assumed value (dx); and calculating the assumed value (dx) which gives a minimum sum of the errors (de_sum) as the width of the parking frames. acquiring recognition information about parked vehicles existing in a parking frame group comprising parking frames arranged side by side; selecting representative points set at same positions of the three or more parked vehicles from the recognition information; calculating a distance between representative points that is a distance between the representative points adjacent to each other; characterized in that the recognition information is acquired about three or more parked vehicles existing in a parking frame group comprising three or more parking frames arranges side by side, and by setting an assumed value (dx) as the width of the parking frames and calculating errors (de) between a plurality of the distances between representative points and a value of an integral multiple of the assumed value (dx); and calculating the assumed value (dx) which gives a minimum sum of the errors (de_sum) as the width of the parking frames.
A method for calculating binding free energy between a first substance and a second substance, the method comprising: increasing, in a plurality of steps, a distance restraint potential between the first substance and the second substance from 0 to a maximum level, thereby obtaining multiple potential energy data by calculating potential energy data of a binding structure between the first substance and the second substance at each of the plurality of steps; selecting, from the multiple potential energy data, first potential energy data within a restrained space, the restrained space corresponding to a state where the distance restraint potential is at the maximum level; and calculating the binding free energy between the first substance and the second substance using the first potential energy data selected, wherein the method is a method for calculating the binding free energy between the first substance and the second substance using a computer. increasing, in a plurality of steps, a distance restraint potential between the first substance and the second substance from 0 to a maximum level, thereby obtaining multiple potential energy data by calculating potential energy data of a binding structure between the first substance and the second substance at each of the plurality of steps; selecting, from the multiple potential energy data, first potential energy data within a restrained space, the restrained space corresponding to a state where the distance restraint potential is at the maximum level; and calculating the binding free energy between the first substance and the second substance using the first potential energy data selected, wherein the method is a method for calculating the binding free energy between the first substance and the second substance using a computer.
A pedestrian airbag arrangement on a motor vehicle having a windscreen, the arrangement having an airbag defining an inflatable volume for the receipt of inflating gas, said inflatable volume having a primary chamber configured for inflation upon deployment of the airbag so as to extend over or across at least part of the windscreen; and at least one secondary chamber external of the primary chamber, the at least one secondary chamber being configured for inflation upon deployment of the airbag so as to adopt a respective deployed position between the primary chamber and the windscreen to thereby space the primary chamber from the windscreen, the arrangement being characterised in that said primary chamber has a dividing structure which at least partially sub-divides the primary chamber into respective inflatable cells (9,10) located on opposite sides of the dividing structure, said at least one secondary chamber traverses the dividing structure so as to extend outside the primary chamber from one side of the dividing structure to an opposite side of the dividing structure, and wherein said primary chamber and the at least one secondary chamber are formed from flexible material, the material forming the at least one secondary chamber being connected to the material forming the primary chamber only at a first position located to one side of the dividing structure and at a second position located to the other side of the dividing structure, the material of the at least one secondary chamber being unconnected to the material of the primary chamber in the region of said dividing structure between said first and second positions (18,19).
A transport refrigeration system (100, 200) comprising: a transportation refrigeration unit; an energy storage device configured to provide electrical power to the transportation refrigeration unit; and an electric generation device operably connected through a mechanical interface to at least one of a wheel of the transport refrigeration system (100, 200) and a wheel axle of the transport refrigeration system (100, 200); wherein the mechanical interface comprises: a first clutch mechanism operable to selectively engage the electric generation device with at least one of the wheel and the wheel axle to generate electrical power to charge the energy storage device; and characterised in that the mechanical interface comprises: a second clutch mechanism, wherein the second clutch mechanism is an overrunning clutch configured to disengage the electric generation device from the wheel and/or the wheel axle when a rotational velocity of the electric generation device is greater than a rotational velocity of the wheel and/or the wheel axle. a transportation refrigeration unit; an energy storage device configured to provide electrical power to the transportation refrigeration unit; and an electric generation device operably connected through a mechanical interface to at least one of a wheel of the transport refrigeration system (100, 200) and a wheel axle of the transport refrigeration system (100, 200); wherein the mechanical interface comprises: a first clutch mechanism operable to selectively engage the electric generation device with at least one of the wheel and the wheel axle to generate electrical power to charge the energy storage device; and characterised in that the mechanical interface comprises: a second clutch mechanism, wherein the second clutch mechanism is an overrunning clutch configured to disengage the electric generation device from the wheel and/or the wheel axle when a rotational velocity of the electric generation device is greater than a rotational velocity of the wheel and/or the wheel axle.
Use of a transgenic plant that comprises a nucleotide sequence which codes for a TMT (tonoplast monosaccharide transporter) protein, or a homologue thereof, as well as a regulatory nucleotide sequence, operably linked therewith, for the control of an increased gene expression of the TMT protein in the plant cells of the transgenic plant, wherein said TMT protein, or the homologue thereof, exhibits a sequence identity of at least 70% with an amino acid sequence of Arabidopsis thaliana TMT (tonoplast monosaccharide transporter) protein TMT1 according to SEQ ID NO: 1, characterized in that said TMT protein, or the homologue thereof, is overexpressed in said plant cells of the transgenic plant resulting in an enhanced seed yield and increased growth as compared with the wild type, for the production of biomass, oils or proteins produced therefrom.
A screen recording preparation method for evaluating software usability using additional data of a user session carried out by a computing system, whereas the method comprises an initial phase with the steps a) loading a screen recording comprising a number of N time-ordered screenshots of the user session from a storage medium and b) detecting visual features within each of the N screenshots, wherein each of the features is attributed a position within the respective screenshot and a score identifying the feature, and c) creating a set of metadata containing an identifier of each of the N screenshots and the features detected within each of the N screenshots and d) setting a threshold similarity value, and the method comprises a cycling phase treating the metadata with the steps e) comparing a number of n consecutive screenshots from an x th screenshot of the screen recording onwards for similarity using only the metadata, wherein similar screenshots have a similarity value deviation below the threshold similarity value, wherein the similarity value is based on the number of common features that have the same score within all of the n screenshots, for n ∈ {2, 3, 4,...,N-x+1} as long as the n screenshots are similar and f) attributing the n similar screenshots to a screenshot cluster and g) saving information defining the screenshot cluster to a storage medium and h) reinitialising the cycling phase, wherein x is replaced by x+n, as long as x+n ∈ {2, 3, 4,...,N-1}. a) loading a screen recording comprising a number of N time-ordered screenshots of the user session from a storage medium and b) detecting visual features within each of the N screenshots, wherein each of the features is attributed a position within the respective screenshot and a score identifying the feature, and c) creating a set of metadata containing an identifier of each of the N screenshots and the features detected within each of the N screenshots and d) setting a threshold similarity value, and the method comprises a cycling phase treating the metadata with the steps e) comparing a number of n consecutive screenshots from an x th screenshot of the screen recording onwards for similarity using only the metadata, wherein similar screenshots have a similarity value deviation below the threshold similarity value, wherein the similarity value is based on the number of common features that have the same score within all of the n screenshots, for n ∈ {2, 3, 4,...,N-x+1} as long as the n screenshots are similar and f) attributing the n similar screenshots to a screenshot cluster and g) saving information defining the screenshot cluster to a storage medium and h) reinitialising the cycling phase, wherein x is replaced by x+n, as long as x+n ∈ {2, 3, 4,...,N-1}.
Composition comprising olive oil, trimethylglycine and xylitol for use in the prevention and/or treatment of a medical condition affecting the urogenital mucosa, wherein the condition is characterized by estrogen deficiency caused by age or by cancer treatment.
Arrangement having an adsorption heat pump with at least one adsorber and at least one heat store, having the following features: in the heat store, it is possible to simultaneously store heat at different temperatures; adsorption heat released during adsorption, and not to be used for subsequent desorption, can be discharged to a heat sink; desorption heat can be taken, at least in part, from the heat store at a desired temperature; there is a heat source, in particular a thermal solar collector, with which it is possible to provide heat required for desorption at a temperature that is higher than the temperature that can be achieved in the heat store by preceding adsorption cycles, and/or it is possible to provide heat which is not available in the heat store in the necessary quantity characterized in that adsorption heat that is to be used for desorption can be stored in the heat store at a temperature which is dependent on the adsorption temperature. in the heat store, it is possible to simultaneously store heat at different temperatures; adsorption heat released during adsorption, and not to be used for subsequent desorption, can be discharged to a heat sink; desorption heat can be taken, at least in part, from the heat store at a desired temperature; there is a heat source, in particular a thermal solar collector, with which it is possible to provide heat required for desorption at a temperature that is higher than the temperature that can be achieved in the heat store by preceding adsorption cycles, and/or it is possible to provide heat which is not available in the heat store in the necessary quantity characterized in that adsorption heat that is to be used for desorption can be stored in the heat store at a temperature which is dependent on the adsorption temperature.
Method of preparing a batch of images stored on a local device being the image capture device for subsequent batch upload on a server using a predetermined correlation encoding operation, the method being characterized by: an analysis step of analyzing the batch of images to determine a plurality of correlation parameters representing degrees of correlation between images of said batch of images performed on the image capture device, followed by an optimization step of using the plurality of correlation parameters yielded by said analysis step to generate a correlation dependency graph of ordered images based on the degree of similarity between images, wherein said correlation dependency graph defines an optimized sequence for performing the predetermined correlation encoding operation, and wherein said correlation dependency graph includes reference images not within the batch of images to be uploaded, further comprising the predetermined correlation encoding operation, in which the batch of images is correlation-encoded using the reference images according to the sequence determined by the correlation dependency graph. an analysis step of analyzing the batch of images to determine a plurality of correlation parameters representing degrees of correlation between images of said batch of images performed on the image capture device, followed by an optimization step of using the plurality of correlation parameters yielded by said analysis step to generate a correlation dependency graph of ordered images based on the degree of similarity between images, wherein said correlation dependency graph defines an optimized sequence for performing the predetermined correlation encoding operation, and wherein said correlation dependency graph includes reference images not within the batch of images to be uploaded, further comprising the predetermined correlation encoding operation, in which the batch of images is correlation-encoded using the reference images according to the sequence determined by the correlation dependency graph.
An arrangement of photovoltaic modules configured for transportation, the arrangement comprising: a plurality of photovoltaic modules (504, 902), each said photovoltaic module (504, 902) including a frame (502, 802) having at least a top member (608, 708) and a bottom member (604, 704, 705); a plurality of male alignment features (506, 804, 806) protruding from the top member of each frame; and a plurality of female alignment features (610, 710) on the bottom member of each frame, wherein when the photovoltaic modules are stacked directly on each other adjacent photovoltaic modules are interlocked by the male alignment features protruding from the top member of a lower module fitting together with the female alignment features on the bottom member of an upper module, and the female alignment features (610, 710) are at positions coaxial to the male alignment features (506, 804, 806) protruding from the top member, characterized in that the male alignment features (506, 804, 806) are inserted into holes in the top member such that the male alignment features securely attach to the top member. a plurality of photovoltaic modules (504, 902), each said photovoltaic module (504, 902) including a frame (502, 802) having at least a top member (608, 708) and a bottom member (604, 704, 705); a plurality of male alignment features (506, 804, 806) protruding from the top member of each frame; and a plurality of female alignment features (610, 710) on the bottom member of each frame, wherein when the photovoltaic modules are stacked directly on each other adjacent photovoltaic modules are interlocked by the male alignment features protruding from the top member of a lower module fitting together with the female alignment features on the bottom member of an upper module, and the female alignment features (610, 710) are at positions coaxial to the male alignment features (506, 804, 806) protruding from the top member,
Process for refining a biomass having a dry matter content of 5 - 95 wt.%, based on the total weight of the biomass, wherein the process comprises the consecutive stages of: (a) Water extraction under atmospheric pressure conditions and at a pH of 5 to 7; (b) Prehydrolysis with water, steam or a mixture thereof at a temperature of 100°C to 200°C; and (c) Hydrolysis followed by bleaching, in 60 - 90 wt% acetic acid, at a pH of less than 7, wherein the first step of a sequence of steps comprised by said process is step (a), step (b) takes place later than step (a) and step (c) takes place later than step (b). (a) Water extraction under atmospheric pressure conditions and at a pH of 5 to 7; (b) Prehydrolysis with water, steam or a mixture thereof at a temperature of 100°C to 200°C; and (c) Hydrolysis followed by bleaching, in 60 - 90 wt% acetic acid, at a pH of less than 7,
A method of operating a device, comprising: determining a first cryptographic key associated with a first group determining a second cryptographic key associated with a second group; determining a first resource exposure policy for the device with respect to the first group; determining a second resource exposure policy for the device with respect to the second group; detecting a local context change; using the first cryptographic key to send first operational data to a first dynamic group verifier in accordance with the first resource exposure policy; and using the second cryptographic key to send, in response to the local context change, second operational data to a second dynamic group verifier in accordance with the second resource exposure policy. determining a first cryptographic key associated with a first group determining a second cryptographic key associated with a second group; determining a first resource exposure policy for the device with respect to the first group; determining a second resource exposure policy for the device with respect to the second group; detecting a local context change; using the first cryptographic key to send first operational data to a first dynamic group verifier in accordance with the first resource exposure policy; and using the second cryptographic key to send, in response to the local context change, second operational data to a second dynamic group verifier in accordance with the second resource exposure policy.