mhurhangee/ep-ind-claims huggingface dataset:
A method comprising: receiving or accessing data comprising a structured file encapsulating data required by an execution environment to manage executable code wrapped within the structured file; iteratively identifying code and data regions in the structured file; extracting, based on the identifying, code start points for subsequent use in disassembly; extracting, using the extracted coded start points, at least one first order feature from the structured file by analyzing at least a portion of the identified code and data regions; analyzing negative space within the structured file to extract at least one additional feature, the negative space being different from the identified code and data regions; and providing both of the extracted at least one feature and the extracted at least one additional feature to a machine learning model such that the machine learning model consumes at least a portion of these features in order to classify the structured file as malicious or benign. receiving or accessing data comprising a structured file encapsulating data required by an execution environment to manage executable code wrapped within the structured file; iteratively identifying code and data regions in the structured file; extracting, based on the identifying, code start points for subsequent use in disassembly; extracting, using the extracted coded start points, at least one first order feature from the structured file by analyzing at least a portion of the identified code and data regions; analyzing negative space within the structured file to extract at least one additional feature, the negative space being different from the identified code and data regions; and providing both of the extracted at least one feature and the extracted at least one additional feature to a machine learning model such that the machine learning model consumes at least a portion of these features in order to classify the structured file as malicious or benign.
A method for an arrangement comprising a three- phase, multi- level inverter comprising a DC- link with a neutral point (m) dividing the DC- link into two halves, wherein an output voltage of the inverter is controlled on the basis of an output voltage reference, and an output LCL- filter configured to connect the inverter to a grid, and a virtual- ground connection between a star- point formed by the capacitors of the LCL- filter and the neutral point (m) of the DC- link, wherein the method comprises determining a zero- sequence component (i1γ) of an LCL- filter inverter side current, calculating a zero- sequence damping and voltage balancing term on the basis of the following equation: e γ * = − R d x 1 2 i 1 γ − 4 P DC 3 x 2, wherein x 1 represents a sum of voltages over the two halves of the DC-link, x 2 is a voltage difference between the halves, i 1 γ is a zero-sequence component of an inverter-side current of the LCL-filter, R d is a design coefficient, and P DC is a power reference, and adding the zero-sequence damping and voltage balancing term to the output voltage reference.
A method for compensating (10000, 11000, 12000) for a loss of a temperature sensor measurement in an attitude and heading reference system on a vehicle, the method comprising: detecting a temperature sensor measurement loss, wherein the temperature sensor measurement is otherwise used to calculate the vehicle's true airspeed that is used to compute a vehicle bank angle (θ), wherein a sensor measurement model is augmented by the vehicle bank angle (θ) to correct for a gyro bias in a gyroscope in the attitude and heading reference system; detecting a turn by the vehicle; in response to detecting the turn, calculating a first vehicle bank angle using measurements provided by gyroscopes, accelerometers, or magnetometers that are part of the attitude and heading reference system; estimating a first static air temperature (ESAT; 11600) using the first vehicle bank angle; estimating a second static air temperature (ST, 11600) independently of the first vehicle bank angle using a standard model that provides temperatures; computing an adjusted static air temperature using the first and second static air temperatures; and augmenting the sensor measurement model (6300, 7300) to compensate for a gyro-bias drift rate of the gyroscope in the attitude and heading reference system using the adjusted static air temperature. detecting a temperature sensor measurement loss, wherein the temperature sensor measurement is otherwise used to calculate the vehicle's true airspeed that is used to compute a vehicle bank angle (θ), wherein a sensor measurement model is augmented by the vehicle bank angle (θ) to correct for a gyro bias in a gyroscope in the attitude and heading reference system; detecting a turn by the vehicle; in response to detecting the turn, calculating a first vehicle bank angle using measurements provided by gyroscopes, accelerometers, or magnetometers that are part of the attitude and heading reference system; estimating a first static air temperature (ESAT; 11600) using the first vehicle bank angle; estimating a second static air temperature (ST, 11600) independently of the first vehicle bank angle using a standard model that provides temperatures; computing an adjusted static air temperature using the first and second static air temperatures; and augmenting the sensor measurement model (6300, 7300) to compensate for a gyro-bias drift rate of the gyroscope in the attitude and heading reference system using the adjusted static air temperature.
A method for managing a plurality of instances of a Wide Area Network, WAN, optimizer executing on a WAN optimization device, the method comprising: a) establishing, on the WAN optimization device intermediary to a plurality of clients and a plurality of servers, the plurality of instances of the WAN optimizer to accelerate WAN communications between the plurality of clients and the plurality of servers; b) monitoring, by the WAN optimization device, network traffic traversing the WAN optimization device for each of the plurality of instances of the WAN optimizer; c) selecting, by a manager executing on the WAN optimization device responsive to the monitoring, a change of a load balancing scheme to load balance the plurality of instances of the WAN optimizer on the WAN optimization device; and d) automatically changing, by the manager responsive to the monitoring, at least one of the number of instances of the WAN optimizer executing on the WAN optimization device or a size of resource usage of the WAN optimization device used by one or more of the plurality of instances of the WAN optimizer. a) establishing, on the WAN optimization device intermediary to a plurality of clients and a plurality of servers, the plurality of instances of the WAN optimizer to accelerate WAN communications between the plurality of clients and the plurality of servers; b) monitoring, by the WAN optimization device, network traffic traversing the WAN optimization device for each of the plurality of instances of the WAN optimizer; c) selecting, by a manager executing on the WAN optimization device responsive to the monitoring, a change of a load balancing scheme to load balance the plurality of instances of the WAN optimizer on the WAN optimization device; and d) automatically changing, by the manager responsive to the monitoring, at least one of the number of instances of the WAN optimizer executing on the WAN optimization device or a size of resource usage of the WAN optimization device used by one or more of the plurality of instances of the WAN optimizer.
Process for the preparation of α-amino acids by hydrolysis of hydantoins of the general formula in which R 1, R 2: which may be identical or different, represent hydrogen, an alkyl radical having from 1 to 6 carbon atoms, straight-chain or branched or alkylene radicals having from 1 to 6 carbon atoms which are closed to form a ring when R 1 and R 2 represent alkylene or, when R 1 or R 2 represents alkylene, are bonded to methylthio, mercapto, hydroxyl, methoxy, amino groups or halogen atoms, R 1 or R 2: represents a phenyl group which is optionally substituted by methyl, hydroxyl groups or halogens, in the presence of water, ammonia and at least one metallic oxide as catalyst, selected from the group TiO 2; and TiO 2 /Al 2 O 3, in a saponification reactor at a temperature of from 120-250°C and a pressure of from 80 to 300 bar in the presence of carbon dioxide under conditions in which all the starting materials are completely dissolved in the water and only one further phase is present in the reactor in addition to the solid phase of the metallic oxide. R 1, R 2: which may be identical or different, represent hydrogen, an alkyl radical having from 1 to 6 carbon atoms, straight-chain or branched or alkylene radicals having from 1 to 6 carbon atoms which are closed to form a ring when R 1 and R 2 represent alkylene or, when R 1 or R 2 represents alkylene, are bonded to methylthio, mercapto, hydroxyl, methoxy, amino groups or halogen atoms, R 1 or R 2: represents a phenyl group which is optionally substituted by methyl, hydroxyl groups or halogens,
A single-mode suspended waveguide comprising: an optical core configured to couple an optical signal between an inverse taper and an optical fiber, wherein the core extends longitudinally along an axis of optical signal propagation between the inverse taper and the optical fiber, wherein the refractive index of the inverse taper is higher than that of the optical core; the core further comprises a slab and a ridge disposed on the slab, the slab comprises a base portion positioned between two step-up portion s (352, 353) wherein the ridge is disposed at about a center location of the base portion and wherein the ridge and the step-up portions (352, 353) are separated by a sufficient amount of distance to avoid optical coupling via the slab, wherein the base portion, the step-up portions and the ridge extend along the axis of optical signal propagation; wherein the base portion comprises a first height measured from the bottom of the base portion, the ridge comprises a third height measured from the bottom of the base portion, a ratio between the third height and the first height is about 1.5 to about 5, the step-up portions (352, 353) comprise a second height measured from the bottom of the base portion that is greater than the first height; and an air cladding disposed adjacent to the core along the axis of optical signal propagation. an optical core configured to couple an optical signal between an inverse taper and an optical fiber, wherein the core extends longitudinally along an axis of optical signal propagation between the inverse taper and the optical fiber, wherein the refractive index of the inverse taper is higher than that of the optical core; the core further comprises a slab and a ridge disposed on the slab, the slab comprises a base portion positioned between two step-up portion s (352, 353) wherein the ridge is disposed at about a center location of the base portion and wherein the ridge and the step-up portions (352, 353) are separated by a sufficient amount of distance to avoid optical coupling via the slab, wherein the base portion, the step-up portions and the ridge extend along the axis of optical signal propagation; wherein the base portion comprises a first height measured from the bottom of the base portion, the ridge comprises a third height measured from the bottom of the base portion, a ratio between the third height and the first height is about 1.5 to about 5, the step-up portions (352, 353) comprise a second height measured from the bottom of the base portion that is greater than the first height; and an air cladding disposed adjacent to the core along the axis of optical signal propagation.
Flat net in polyethylene for crops protection, produced by "English turn Leno weave" technique and comprising: - a plurality of weft yarns (21, 22), - a plurality of warp yarns, associated in couples to each other and configured so that each one of said couples is twisted after each passage of each weft yarn, characterized in that said plurality of weft yarns comprises - a plurality of weft yarns realized in monofilament and a plurality of weft yarns realized in band, said weft yarns realized in monofilament and said weft yarns realized in band being periodically alternated with each other and in that said weft yarns in monofilament and said weft yarns in band are alternated for a weft yarn realized in monofilament with each "n" weft yarns in band, "n" being at least 2, as a function of the desired shading capacity. - a plurality of weft yarns (21, 22), - a plurality of warp yarns, associated in couples to each other and configured so that each one of said couples is twisted after each passage of each weft yarn, characterized in that said plurality of weft yarns comprises - a plurality of weft yarns realized in monofilament and a plurality of weft yarns realized in band, said weft yarns realized in monofilament and said weft yarns realized in band being periodically alternated with each other and in that said weft yarns in monofilament and said weft yarns in band are alternated for a weft yarn realized in monofilament with each "n" weft yarns in band, "n" being at least 2, as a function of the desired shading capacity.
An imidazo[1,2- a]pyridine derivative represented by the following formula 1 or a pharmaceutically acceptable salt thereof: wherein Y 1, Y 2 and Y 3 are each independently H, halogen, a C 1 -C 6 straight or branched chain alkyl unsubstituted or substituted with R 1, or hydroxy; R 1 is hydroxy; Y 4 is H, C 1 -C 6 straight or branched chain alkyl, or C 1 -C 6 alkoxy; and X is H or halogen. Y 1, Y 2 and Y 3 are each independently H, halogen, a C 1 -C 6 straight or branched chain alkyl unsubstituted or substituted with R 1, or hydroxy; R 1 is hydroxy; Y 4 is H, C 1 -C 6 straight or branched chain alkyl, or C 1 -C 6 alkoxy; and X is H or halogen.
Measurement system for detecting a physical parameter, wherein the measurement system has the following features: - a measurement sensor for detecting the physical parameter, - a first power supply unit for outputting a current or electric power to the measurement sensor, wherein the first power supply unit (110, 115) is designed to output electric power with a first voltage in relation to a first ground potential to the measurement sensor, and - a second power supply unit for outputting a current or electric power to the measurement sensor, wherein the second power supply unit is designed to output electric power with a second voltage in relation to a second ground potential to the measurement sensor, wherein the first ground potential differs from the second ground potential, characterised in that the first power supply unit and the second power supply unit are based on different ground potentials (GND1, GND2), wherein the second power supply unit has a control input for adjusting the second voltage, wherein the control input is coupled to the first ground potential, in order to control the second power supply unit such that the voltage output to the measurement sensor by the second power supply unit corresponds to the first voltage in relation to the first ground potential. - a measurement sensor for detecting the physical parameter, - a first power supply unit for outputting a current or electric power to the measurement sensor, wherein the first power supply unit (110, 115) is designed to output electric power with a first voltage in relation to a first ground potential to the measurement sensor, and - a second power supply unit for outputting a current or electric power to the measurement sensor, wherein the second power supply unit is designed to output electric power with a second voltage in relation to a second ground potential to the measurement sensor, wherein the first ground potential differs from the second ground potential,
A vehicle control device, the vehicle control device being applied to a vehicle including at least a shift control system configured to switch a shift range, the vehicle control device being configured to control the vehicle to perform autonomous driving travel without depending on an operation of a driver in at least one driving operation, the vehicle control device comprising a controller, the controller being configured to determine propriety of travel by the autonomous driving travel according to a type of abnormality that occurs in the shift control system; and the controller being configured to perform travel control of the vehicle according to the propriety of travel by the autonomous driving travel, characterized in that: the vehicle control device is configured to control the vehicle to perform autonomous driving travel to a target location without depending on the operation of the driver in at least one driving operation; and the controller is configured to determine propriety of travel by the autonomous driving travel according to whether an abnormality that occurs in the shift control system is an abnormality that does not prevent the vehicle from reaching the target location. the vehicle control device is configured to control the vehicle to perform autonomous driving travel to a target location without depending on the operation of the driver in at least one driving operation; and the controller is configured to determine propriety of travel by the autonomous driving travel according to whether an abnormality that occurs in the shift control system is an abnormality that does not prevent the vehicle from reaching the target location.
A device for transcatheter delivery of collapsible prosthetic heart valves, the device comprising: a hollow shaft having proximal and distal ends and defining a hollow shaft lumen, an anchor having proximal and distal ends, the anchor being sized to fit within the hollow shaft distal end, the distal end of the anchor having a first flange having a hole through its thickness opposite a second flange also having a hole through its thickness in a direction transverse to a longitudinal axis of the anchor; an arm connected to the distal end of the anchor and having a first lumen defining a first central axis, a first arm portion having opposing blind holes through its thickness in a transverse direction to the central axis of the arm, whereby each of the holes of the anchor are aligned with respective blind holes of the first arm portion; pins inserted through the aligned holes of the anchor and the respective blind holes of the arm, the arm being rotatable about the pins; a pull wire having proximal and distal ends, the pull wire distal end being mechanically coupled to the arm; a flexible sleeve placed around a second arm portion and the hollow shaft distal end; and a flexible tube extending through the first lumen, the flexible tube having a second lumen, wherein the arm is in a first position when the pull wire distal end is in a first position and the arm is in a second position when the pull wire distal end is in a second position, and the pins allow the arm to be rotated within only a single plane relative to the anchor about the pins, the pins being substantially perpendicular to the first lumen. a hollow shaft having proximal and distal ends and defining a hollow shaft lumen, an anchor having proximal and distal ends, the anchor being sized to fit within the hollow shaft distal end, the distal end of the anchor having a first flange having a hole through its thickness opposite a second flange also having a hole through its thickness in a direction transverse to a longitudinal axis of the anchor; an arm connected to the distal end of the anchor and having a first lumen defining a first central axis, a first arm portion having opposing blind holes through its thickness in a transverse direction to the central axis of the arm, whereby each of the holes of the anchor are aligned with respective blind holes of the first arm portion; pins inserted through the aligned holes of the anchor and the respective blind holes of the arm, the arm being rotatable about the pins; a pull wire having proximal and distal ends, the pull wire distal end being mechanically coupled to the arm; a flexible sleeve placed around a second arm portion and the hollow shaft distal end; and a flexible tube extending through the first lumen, the flexible tube having a second lumen, wherein the arm is in a first position when the pull wire distal end is in a first position and the arm is in a second position when the pull wire distal end is in a second position, and the pins allow the arm to be rotated within only a single plane relative to the anchor about the pins, the pins being substantially perpendicular to the first lumen.
A fluid channeling component for an endoscopy tip, wherein the fluid channeling component comprises: a front working channel adapted for insertion of a medical tool; a front jet channel (644, 6544) adapted to clean a body cavity into which said endoscope is inserted; an injector opening having a nozzle aimed at a front looking viewing element and associated illuminators; and wherein the fluid channeling component further comprises at least one side jet opening (605a, 605b, 610a, 610b, 6505, 6510), characterised in that fluid exiting the at least one side jet opening (605a, 605b, 610a, 610b, 6505, 6510) exits in accordance with a plurality of predefined algorithms which include continuous fluid stream, fluid stream pulsing at different flow rates, and fluid stream being expelled at different timings with respect to the different side jet openings when the fluid channeling component comprises more than one side jet opening. a front working channel adapted for insertion of a medical tool; a front jet channel (644, 6544) adapted to clean a body cavity into which said endoscope is inserted; an injector opening having a nozzle aimed at a front looking viewing element and associated illuminators; and wherein the fluid channeling component further comprises at least one side jet opening (605a, 605b, 610a, 610b, 6505, 6510), characterised in that fluid exiting the at least one side jet opening (605a, 605b, 610a, 610b, 6505, 6510) exits in accordance with a plurality of predefined algorithms which include continuous fluid stream, fluid stream pulsing at different flow rates, and fluid stream being expelled at different timings with respect to the different side jet openings when the fluid channeling component comprises more than one side jet opening.