mhurhangee/ep-ind-claims huggingface dataset:
A method, for determining a computational model to determine a feature vector to classify a data stream, comprising performing the following operations using at least one processor: locating respective analysis regions of individual training data streams of a plurality of training data streams based at least in part on predetermined structure data, at least one of the individual training data streams comprising at least part of an executable file; determining respective training model inputs based at least in part on the respective analysis regions, wherein each respective training model input comprises a first number of values; determining the computational model based at least in part on the training model inputs, wherein the computational model is configured to receive as input an input vector comprising the first number of values and to provide as output the feature vector, wherein the feature vector occupies fewer bits than the input vector, wherein the input vector is a one-hot encoding of an analysis region of the respective analysis regions, and an output vector approximating the input vector. locating respective analysis regions of individual training data streams of a plurality of training data streams based at least in part on predetermined structure data, at least one of the individual training data streams comprising at least part of an executable file; determining respective training model inputs based at least in part on the respective analysis regions, wherein each respective training model input comprises a first number of values; determining the computational model based at least in part on the training model inputs, wherein the computational model is configured to receive as input an input vector comprising the first number of values and to provide as output the feature vector, wherein the feature vector occupies fewer bits than the input vector, wherein the input vector is a one-hot encoding of an analysis region of the respective analysis regions, and an output vector approximating the input vector.
A method for predicting the cardiovascular risk within 2,5 years in a subject comprising: ▪ determining the fasting level of growth hormone (hGH), and/or its isoforms in a bodily fluid obtained from said subject; and ▪ correlating said fasting level of growth hormone (hGH), and/or its isoforms with a cardiovascular risk, wherein an enhanced level is predictive for an enhanced risk, wherein the cardiovascular risk is defined as an adverse event and wherein the risk of said adverse event is predicted within 2,5 years and wherein the cardiovascular risk is defined as an adverse event selected from the group comprising stroke, CVD (cardiovascular disease)-mortality and Coronary artery disease wherein the latter comprises fatal or nonfatal myocardial infarction, death due to ischemic heart disease, percutaneous coronary intervention or coronary artery by-pass grafting (CABG). ▪ determining the fasting level of growth hormone (hGH), and/or its isoforms in a bodily fluid obtained from said subject; and ▪ correlating said fasting level of growth hormone (hGH), and/or its isoforms with a cardiovascular risk, wherein an enhanced level is predictive for an enhanced risk,
A method of producing a security document including the steps of: a) producing a first part of a colour image using leuco dyes by colour laser marking a security document precursor; and b) producing a second part of the colour image by a second imaging technique different from laser marking which does not use a laser, wherein the first and the second part of the colour image are positioned in register to each other. a) producing a first part of a colour image using leuco dyes by colour laser marking a security document precursor; and b) producing a second part of the colour image by a second imaging technique different from laser marking which does not use a laser,
A sling bar, comprising: a frame defining a central hub, a first hook extending from the central hub, and a second hook extending from the central hub, the central hub comprising: a wall defining an internal hollow region and an external hub surface; and one or more niches formed within the wall and recessed into the wall from the external hub surface, the one or more niches arranged radially around the internal hollow region and sized and shaped to receive a hand control device; and a ferromagnetic insert positioned within the internal hollow region and configured to magnetically mount the hand control device at the one or more niches. a wall defining an internal hollow region and an external hub surface; and one or more niches formed within the wall and recessed into the wall from the external hub surface, the one or more niches arranged radially around the internal hollow region and sized and shaped to receive a hand control device; and a ferromagnetic insert positioned within the internal hollow region and configured to magnetically mount the hand control device at the one or more niches.
Apparatus arranged to control a quantity of binder resin that is carried by a thread, characterized in that the apparatus comprises: - a first tine holder with a first tine set; - a second tine holder with a second tine set; each of the tine sets (111, 122) comprising at least one tine row, and each tine row comprising at least two tines with centre axes, the first tine set and the second tine set being arranged parallelly and displaceably to each other in an axial direction, and the tine sets (111, 122), in a neutral position, forming a rectilinear guide track for the thread and, in a displaced position, forming an angular guide track for the thread. characterized in that the apparatus comprises: - a first tine holder with a first tine set; - a second tine holder with a second tine set; - a first tine holder with a first tine set; - a second tine holder with a second tine set; each of the tine sets (111, 122) comprising at least one tine row, and each tine row comprising at least two tines with centre axes, the first tine set and the second tine set being arranged parallelly and displaceably to each other in an axial direction, and the tine sets (111, 122), in a neutral position, forming a rectilinear guide track for the thread and, in a displaced position, forming an angular guide track for the thread.
A conveyor belt (20; 66; 102) comprising: a top surface and an opposite bottom surface and a first side and an opposite second side defining the width of the conveyor belt; an elongated slot extending across a portion of the width of the belt and having a top opening at the top surface and a bottom opening at the bottom surface; a carrier (44; 80) including: a platform (47; 84); a first cam follower (46; 82) below the bottom surface; a neck (48; 86) extending through the elongated slot to connect to the platform (47; 84) and to the first cam follower (46; 82); wherein the neck (48; 86) is long enough to allow the carrier (44; 80) to move between a raised position in which the platform (47; 84) protrudes above the top surface and a lowered position in which the platform (47; 84) does not protrude above the top surface, characterised in that the top opening is wider than the bottom opening to form a ledge recessed inward of the top surface and in that the platform (47, 84) is seatable on the ledge. a top surface and an opposite bottom surface and a first side and an opposite second side defining the width of the conveyor belt; an elongated slot extending across a portion of the width of the belt and having a top opening at the top surface and a bottom opening at the bottom surface; a carrier (44; 80) including: a platform (47; 84); a first cam follower (46; 82) below the bottom surface; a neck (48; 86) extending through the elongated slot to connect to the platform (47; 84) and to the first cam follower (46; 82); wherein the neck (48; 86) is long enough to allow the carrier (44; 80) to move between a raised position in which the platform (47; 84) protrudes above the top surface and a lowered position in which the platform (47; 84) does not protrude above the top surface, characterised in that the top opening is wider than the bottom opening to form a ledge recessed inward of the top surface and in that the platform (47, 84) is seatable on the ledge. a platform (47; 84); a first cam follower (46; 82) below the bottom surface; a neck (48; 86) extending through the elongated slot to connect to the platform (47; 84) and to the first cam follower (46; 82); wherein the neck (48; 86) is long enough to allow the carrier (44; 80) to move between a raised position in which the platform (47; 84) protrudes above the top surface and a lowered position in which the platform (47; 84) does not protrude above the top surface, characterised in that the top opening is wider than the bottom opening to form a ledge recessed inward of the top surface and in that the platform (47, 84) is seatable on the ledge.
Fastening element having a guide body, which serves to be accommodated in a mount, and having at least one clamping lug (22, 24), which is arranged on the guide body and has an outer edge (23, 25) provided for interacting with the inner surface of the mount, wherein the outer edge (23, 25) of the clamping lug (22, 24) extends obliquely in relation to a plane which is perpendicular to the centre axis of the guide body, wherein the oblique positioning of the outer edge (23, 25) is such that the clamping lug (22, 24) establishes a kind of thread effect by way of which the fastening element can be unscrewed from a mount, characterized in that at least one clamping lug is, in particular two clamping lugs (22, 24) are, part of a resilient clamp, which is fitted on the guide body.
Device for detecting derailing of a rail vehicle, wherein the device is designed for receiving measurement data characterizing a driving mode from a multiplicity of wheelsets (10-1 to 10-n) or bogies of the rail vehicle, for comparing the measurement data from the multiplicity of wheelsets (10-1 to 10-n) or bogies of the rail vehicle, and for detecting the occurrence of derailing if the measurement data of at least one wheelset or bogie differ by at least a predetermined degree from the measurement data of the other wheelsets or bogies, wherein the measurement data indicate vibrations, in particular vibrations in the vertical direction, of the respective wheelset or bogie, characterized in that the measurement data indicate a wheel speed as a supplementary application of the detection of derailing of a rail vehicle and the device is designed for deducing a wheel diameter and for carrying out a wheel diameter compensation.
A method of surveying drill holes comprising the steps of: - drilling a borehole with a drill string formed by a plurality of drill rods having a drill bit located at a cutting end of the drill string and being driven at least by percussive forces generated by a top hammer characterised by the following method steps; - using a survey tool including an inertial survey package disposed within the drill string at the cutting end and advances with the drill string into the borehole while the drill string is operational to drill the borehole as part of a hole drilling operation, and wherein the survey tool is maintained in a sleeping mode while drilling is undertaken; - activating the survey tool once drilling is completed; - withdrawing the drill string from the borehole; - determining when the drill string is halted during the withdrawing of the drill string from the borehole; and - taking position readings from the survey package as withdrawal of the drill string is temporarily halted to remove each drill rod from the drill string in response to determining that the drill string is halted during the withdrawal of the drill string from the borehole. - drilling a borehole with a drill string formed by a plurality of drill rods having a drill bit located at a cutting end of the drill string and being driven at least by percussive forces generated by a top hammer characterised by the following method steps; - using a survey tool including an inertial survey package disposed within the drill string at the cutting end and advances with the drill string into the borehole while the drill string is operational to drill the borehole as part of a hole drilling operation, and wherein the survey tool is maintained in a sleeping mode while drilling is undertaken; - activating the survey tool once drilling is completed; - withdrawing the drill string from the borehole; - determining when the drill string is halted during the withdrawing of the drill string from the borehole; and - taking position readings from the survey package as withdrawal of the drill string is temporarily halted to remove each drill rod from the drill string in response to determining that the drill string is halted during the withdrawal of the drill string from the borehole.
A centrifugal compressor comprising an impeller and a casing, wherein the casing includes a scroll part forming a scroll flow passage on a radially outer side of the impeller and a diffuser part forming a diffuser flow passage for supplying the scroll flow passage with compressed air compressed by the impeller, wherein the diffuser part includes: a first diffuser portion belonging to a first angular range including an angular position of a tongue section of the scroll part, of an angular range in a circumferential direction of the impeller; and a second diffuser portion belonging to a second angular range downstream of the first angular range in a flow direction of the scroll flow passage, of the angular range in the circumferential direction of the impeller, the second diffuser portion having an outer radius R2 which is defined along a reference circle centered at a rotational center of the impeller, and wherein an outer radius R1 of the first diffuser portion in the first angular range is smaller than the outer radius R2 of the second diffuser portion in the second angular range; characterized in that the second angular range is an entire angular range in the circumferential direction of the impeller excluding the first angular range; wherein the outer radius R1 of the first diffuser portion in the first angular range is at its minimum in an angular range of from minus 15 to 15 degrees, provided that the angular position of the tongue section is zero degree. a first diffuser portion belonging to a first angular range including an angular position of a tongue section of the scroll part, of an angular range in a circumferential direction of the impeller; and a second diffuser portion belonging to a second angular range downstream of the first angular range in a flow direction of the scroll flow passage, of the angular range in the circumferential direction of the impeller, the second diffuser portion having an outer radius R2 which is defined along a reference circle centered at a rotational center of the impeller, and
Method of preparing a cell-containing hydrogel for use in the production of cultured meat, the method comprising the steps of: - positioning a central body inside a circumferential member, thereby forming an annular volume between the central body and an inner wall of the circumferential member; - filling the annular volume with a cell-containing fluid, - moving the central body relative to the circumferential member such that the central body moves through an outlet opening of the circumferential member, thereby creating an access area between the central body and the circumferential member; and - exposing the access area to a cross-linking fluid to allow crosslinking of the cell-containing fluid to obtain a cell-containing hydrogel. - positioning a central body inside a circumferential member, thereby forming an annular volume between the central body and an inner wall of the circumferential member; - filling the annular volume with a cell-containing fluid, - moving the central body relative to the circumferential member such that the central body moves through an outlet opening of the circumferential member, thereby creating an access area between the central body and the circumferential member; and - exposing the access area to a cross-linking fluid to allow crosslinking of the cell-containing fluid to obtain a cell-containing hydrogel.
A lubricant composition comprising: a base oil present in an amount of greater than 70 parts by weight per 100 parts by weight of said lubricant composition; and an antioxidant having the structure; wherein each X is independently C-A or N, so long as at least one X is N but no more than two of X are N; and wherein A is H, cyano or an electron donating group that: has an atom having at least one lone pair of electrons that is bonded directly to the aromatic ring; or is an aryl group or alkyl group; and wherein each R is independently H, an alkyl group, or aryl group and each R' is independently an alkyl group or an aryl group. a base oil present in an amount of greater than 70 parts by weight per 100 parts by weight of said lubricant composition; and an antioxidant having the structure; wherein each X is independently C-A or N, so long as at least one X is N but no more than two of X are N; and wherein A is H, cyano or an electron donating group that: has an atom having at least one lone pair of electrons that is bonded directly to the aromatic ring; or is an aryl group or alkyl group; and has an atom having at least one lone pair of electrons that is bonded directly to the aromatic ring; or is an aryl group or alkyl group; and wherein each R is independently H, an alkyl group, or aryl group and each R' is independently an alkyl group or an aryl group.
A system for decorating substrates, comprising: a carrier web; a decoration forming station configured to form decorations on the carrier web, each decoration comprising one or more decoration layers and an adhesive layer formed in register with the one or more decoration layers and exposed on a surface of the decoration facing outwardly from the carrier web; an application station at which the decorations are applied to substrates from the carrier web; a web path along which the carrier web travels to transport the decorations from the decoration forming station to the application station; and a web control system to control movement of the carrier web through the decoration forming station and the application station, the web control system configured to stop movement of the carrier web when a decoration is positioned at the application station to transfer the decoration to a substrate. a carrier web; a decoration forming station configured to form decorations on the carrier web, each decoration comprising one or more decoration layers and an adhesive layer formed in register with the one or more decoration layers and exposed on a surface of the decoration facing outwardly from the carrier web; an application station at which the decorations are applied to substrates from the carrier web; a web path along which the carrier web travels to transport the decorations from the decoration forming station to the application station; and a web control system to control movement of the carrier web through the decoration forming station and the application station, the web control system configured to stop movement of the carrier web when a decoration is positioned at the application station to transfer the decoration to a substrate.
An apparatus for delivering linear power drive to a light source, comprising: a voltage source having inputs (44,50), said voltage source providing a varying command voltage drive signal at a node coupled to the voltage source; a pulse width modulator having a first input (COMP) coupled to the node, a second input, an output coupled to the light source, said pulse width modulator configured to be responsive to said varying command voltage drive signal such that a pulse width modulated signal having a plurality of pulses and a frequency is provided at the output and widths of the plurality of pulses vary as said varying command voltage drive signal varies; a frequency control circuit coupled to the second input and the node, said frequency control circuit configured to be responsive to said varying command voltage drive signal such that a control current is provided to said pulse width modulator that varies the frequency of the pulse width modulated signal as said varying command voltage drive signal varies in order to vary the frequency substantially simultaneously with the varying of the widths of the plurality of pulses; and a feedback loop (38, 40, 42) coupled to the voltage source, said feedback loop configured to generate a feedback voltage which is responsive to luminance from the light source and further configured to convert the feedback voltage to a logarithmic voltage, that is a logarithm of the feedback voltage, to said voltage source in response to said luminance. a voltage source having inputs (44,50), said voltage source providing a varying command voltage drive signal at a node coupled to the voltage source; a pulse width modulator having a first input (COMP) coupled to the node, a second input, an output coupled to the light source, said pulse width modulator configured to be responsive to said varying command voltage drive signal such that a pulse width modulated signal having a plurality of pulses and a frequency is provided at the output and widths of the plurality of pulses vary as said varying command voltage drive signal varies; a frequency control circuit coupled to the second input and the node, said frequency control circuit configured to be responsive to said varying command voltage drive signal such that a control current is provided to said pulse width modulator that varies the frequency of the pulse width modulated signal as said varying command voltage drive signal varies in order to vary the frequency substantially simultaneously with the varying of the widths of the plurality of pulses; and a feedback loop (38, 40, 42) coupled to the voltage source, said feedback loop configured to generate a feedback voltage which is responsive to luminance from the light source and further configured to convert the feedback voltage to a logarithmic voltage, that is a logarithm of the feedback voltage, to said voltage source in response to said luminance.
An imaging device (100, 300, 400, 500, 600), comprising: a lock to secure a consumable to the imaging device (100, 300, 400, 500, 600); a lock control engine to determine if an actuation event is approved to unlock the consumable, wherein an actuation event comprises an attempt to access the consumable; and a release engine to disengage the lock in response to approval of the actuation event, and characterized in that: when the consumable is non-empty, the lock control engine generates a disengage authorization to the release engine to disengage the lock for a specific duration of time and/or for a maximum number of times in a given time period; the apparatus being further characterized by comprising: a feedback engine to selectively generate a signal in response to the actuation event to control a component of the imaging device (100, 300, 400, 500, 600) to indicate to a user of the imaging device (100, 300, 400, 500, 600) that the consumable is secured. a lock to secure a consumable to the imaging device (100, 300, 400, 500, 600); a lock control engine to determine if an actuation event is approved to unlock the consumable, wherein an actuation event comprises an attempt to access the consumable; and a release engine to disengage the lock in response to approval of the actuation event, and characterized in that: when the consumable is non-empty, the lock control engine generates a disengage authorization to the release engine to disengage the lock for a specific duration of time and/or for a maximum number of times in a given time period; the apparatus being further characterized by comprising: a feedback engine to selectively generate a signal in response to the actuation event to control a component of the imaging device (100, 300, 400, 500, 600) to indicate to a user of the imaging device (100, 300, 400, 500, 600) that the consumable is secured.