mhurhangee/patent-ind-claim-en huggingface dataset:
A method of training a machine learning algorithm for addressing malware, the method comprising: providing files known to contain malware in a malicious group; providing files known not to contain malware in a non-malicious group; performing content disarm and reconstruction, CDR, analysis on files in both groups by: parsing the analyzed files into standard and unique components, re-creating standard components from known-good data according to standardized specifications, combining the re-created standard components with information from the unique components to create a substitute electronic file visually identical to the analyzed file, and creating a machine readable summary report for each analyzed file, each report including multiple report items based on file content and structure; using the machine readable reports to train the machine learning algorithm by computing a probability function using the machine learning algorithm to estimate risk of the files that will generalize to new data and be useful for classifying unknown malware at least because the summary reports are based on file content and structure. providing files known to contain malware in a malicious group; providing files known not to contain malware in a non-malicious group; performing content disarm and reconstruction, CDR, analysis on files in both groups by: parsing the analyzed files into standard and unique components, re-creating standard components from known-good data according to standardized specifications, combining the re-created standard components with information from the unique components to create a substitute electronic file visually identical to the analyzed file, and creating a machine readable summary report for each analyzed file, each report including multiple report items based on file content and structure; parsing the analyzed files into standard and unique components, re-creating standard components from known-good data according to standardized specifications, combining the re-created standard components with information from the unique components to create a substitute electronic file visually identical to the analyzed file, and creating a machine readable summary report for each analyzed file, each report including multiple report items based on file content and structure; using the machine readable reports to train the machine learning algorithm by computing a probability function using the machine learning algorithm to estimate risk of the files that will generalize to new data and be useful for classifying unknown malware at least because the summary reports are based on file content and structure.
A pharmaceutical composition for use in treating skin wounds, the pharmaceutical composition comprising exosomes derived from thrombin-treated stem cells.
A computer-implemented method for determining a cognitive reaction to a software application update, the method comprising: determining that a software application executing on a computing device has been modified into an updated software application; acquiring, via at least one sensor, sensor data associated with a user of the updated software application; detecting that a human-machine interface is displaying a graphical element associated with a feature, the feature being tagged for measurement; determining, based on the sensor data, at least a cognitive workload and an emotional state associated with a user interaction with the feature of the updated software application, wherein the emotional state comprises an emotional arousal level and an emotional valence level; correlating the emotional valence level with a time that the graphical element was displayed; if detecting that the emotional valence level is associated with a positive emotional state, in response, retaining the feature of the updated software application; and if detecting that the emotional valence level is associated with a negative emotional state, in response, replacing the feature of the updated software application with a previous version of the feature. determining that a software application executing on a computing device has been modified into an updated software application; acquiring, via at least one sensor, sensor data associated with a user of the updated software application; detecting that a human-machine interface is displaying a graphical element associated with a feature, the feature being tagged for measurement; determining, based on the sensor data, at least a cognitive workload and an emotional state associated with a user interaction with the feature of the updated software application, wherein the emotional state comprises an emotional arousal level and an emotional valence level; correlating the emotional valence level with a time that the graphical element was displayed; if detecting that the emotional valence level is associated with a positive emotional state, in response, retaining the feature of the updated software application; and if detecting that the emotional valence level is associated with a negative emotional state, in response, replacing the feature of the updated software application with a previous version of the feature.
Door leaf having a frame comprising at least one frame spar , which comprises a first metallic profile and a second profile as a plastic profile, wherein the first profile has at least one hollow chamber , wherein the door leaf has a plate-shaped door panel , which door panel comprises at least an inner shell , an outer shell and an insulating layer arranged therebetween, wherein the second profile in its design as a plastic profile serves as a thermal insulator and as a spacer for the outer shell ; wherein the door panel comprises a peripheral recess which is arranged between the inner shell and the outer shell , wherein the frame spar is arranged at least partially in the recess , wherein the frame spar is mechanically fixed in the recess and is non-positively connected to the door panel ; characterized in that the frame spar is inserted in a direction parallel to the plate plane (A) of the plate-shaped door panel in the recess which is designed groove-shaped, wherein the frame spar is fixed in the recess by means of at least one first mechanical connecting element , wherein an insert part for anchoring the first mechanical connecting element is arranged in the groove-shaped recess, wherein the insert part is formed as a hollow profile comprising at least one hollow chamber , wherein the insert part has a first groove or a first channel, as a screw groove or as a screw channel, having a longitudinal axis (AL1) for engagement for the first mechanical connecting element , or wherein the insert part is formed as a solid profile. wherein the second profile in its design as a plastic profile serves as a thermal insulator and as a spacer for the outer shell ; wherein the door panel comprises a peripheral recess which is arranged between the inner shell and the outer shell , wherein the frame spar is arranged at least partially in the recess , wherein the frame spar is mechanically fixed in the recess and is non-positively connected to the door panel ; characterized in that the frame spar is inserted in a direction parallel to the plate plane (A) of the plate-shaped door panel in the recess which is designed groove-shaped, wherein the frame spar is fixed in the recess by means of at least one first mechanical connecting element , wherein an insert part for anchoring the first mechanical connecting element is arranged in the groove-shaped recess, wherein the insert part is formed as a hollow profile comprising at least one hollow chamber , wherein the insert part has a first groove or a first channel, as a screw groove or as a screw channel, having a longitudinal axis (AL1) for engagement for the first mechanical connecting element , or wherein the insert part is formed as a solid profile.
A user terminal apparatus , the apparatus comprising: a display ; a storage which stores at least one template (651-655, 751-755, 851-855, 1311-1318, 1580, ) for defining a layout according to which a plurality of application windows is arranged on a screen; a user interface ; and a controller configured to control the display to arrange and display (S1620) the plurality of application windows based on a template selected by a user command received (S1610) through the user interface from among the at least one template on the screen, characterized in that the controller is configured to, based on the number of the plurality of application windows being more than the number of window areas within the template, consecutively arrange and overlap the plurality of application windows of applications executed after the template is selected on the window areas within the template based on an order of arranging the plurality of application windows on the Z-axis of the screen, and based on the number of the plurality of application windows being less than the number of window areas within the template, display the application windows of applications executed after the template is selected, on a blank area among the plurality of areas. a display ; a storage which stores at least one template (651-655, 751-755, 851-855, 1311-1318, 1580, ) for defining a layout according to which a plurality of application windows is arranged on a screen; a user interface ; and a controller configured to control the display to arrange and display (S1620) the plurality of application windows based on a template selected by a user command received (S1610) through the user interface from among the at least one template on the screen, characterized in that the controller is configured to, based on the number of the plurality of application windows being more than the number of window areas within the template, consecutively arrange and overlap the plurality of application windows of applications executed after the template is selected on the window areas within the template based on an order of arranging the plurality of application windows on the Z-axis of the screen, and based on the number of the plurality of application windows being less than the number of window areas within the template, display the application windows of applications executed after the template is selected, on a blank area among the plurality of areas.
A fluorescent or chromogenic carbapenem of formula I and/or its salts, wherein R 1 is selected from hydrogen or alkyl and acyl, each with 1 to 6 carbon atoms and wherein Ar is a mono or disubstituted carbocyclic aromatic or an optionally mono or disubstituted heterocyclic aromatic group, selected from phenyl, 1-naphthyl, 2-naphthyl, 2-biphenyl, 4-biphenyl, phenanthryl, 9,10-dihydroanthryl or anthryl and the heterocyclic aromatic group is selected from 2- or 4-pyridyl, 2-, or 4-pyridinium, 2-pyrimidyl, 4-pyrimidinyl, 2-imidazolyl, 4-imidazolyl, 1,3,4-triazolyl, indolyl, quinolyl, isoquinolyl, benzthiazolyl, benzoxalyl, coumaryl, carbolinyl, phenanthrolinyl and carbazolyl and wherein the substituents R 2 and R 3 of the aromatic parts Ar are selected, independently from each other, from hydrogen, amino, hydroxy, oxo, fluoro, chloro, bromo, nitro, cyano, carboxy, carbamoyl, sulfamoyl, amidino, guanidino, sulfo or alkyl, alkoxy, acyl, acylamino, monoalkylamino, dialkylamino, trialkylammonium, N,N-dialkylcarbamoyl, N-alkylcarbamoyl and alkoxycarbonyl, each with 1 to 6 carbon atoms.
A display device , comprising: a display ; a voice input receiver ; and a processor configured to: execute a plurality of programs, control (S301) the display to display an image of at least one of the plurality of programs, receive a user voice input through the voice input receiver from at least one of a plurality of devices , identify (S302) a program corresponding to a device receiving the user voice input among the plurality of programs based on matching information corresponding to a mutual correspondence between the plurality of programs and the plurality of devices , and control (S303) the identified program to operate according to a user command corresponding to the received user voice input, wherein the processor is configured to: identify the program corresponding to the device among the plurality of programs based on information on a category of a main function performed by the device receiving the user voice input or information on whether the device receiving the user voice input is a device set as a main external device or a device set as a sub external device. a display ; a voice input receiver ; and a processor configured to: execute a plurality of programs, control (S301) the display to display an image of at least one of the plurality of programs, receive a user voice input through the voice input receiver from at least one of a plurality of devices , identify (S302) a program corresponding to a device receiving the user voice input among the plurality of programs based on matching information corresponding to a mutual correspondence between the plurality of programs and the plurality of devices , and control (S303) the identified program to operate according to a user command corresponding to the received user voice input, wherein the processor is configured to: identify the program corresponding to the device among the plurality of programs based on information on a category of a main function performed by the device receiving the user voice input or information on whether the device receiving the user voice input is a device set as a main external device or a device set as a sub external device. execute a plurality of programs, control (S301) the display to display an image of at least one of the plurality of programs, receive a user voice input through the voice input receiver from at least one of a plurality of devices , identify (S302) a program corresponding to a device receiving the user voice input among the plurality of programs based on matching information corresponding to a mutual correspondence between the plurality of programs and the plurality of devices , and control (S303) the identified program to operate according to a user command corresponding to the received user voice input, wherein the processor is configured to: identify the program corresponding to the device among the plurality of programs based on information on a category of a main function performed by the device receiving the user voice input or information on whether the device receiving the user voice input is a device set as a main external device or a device set as a sub external device.
An infrastructure equipment for use in a wireless communications system comprising the infrastructure equipment and one or more communications devices , wherein the infrastructure equipment comprises controller circuitry and transceiver circuitry which are configured in combination to broadcast one or more synchronisation signals for use by the one or more communications devices to achieve synchronisation with a cell provided by the infrastructure equipment, and to broadcast an additional synchronisation signal, the additional synchronisation signal including an indication of a status of a first communications parameter selected from a plurality of communications parameters in accordance with conditions determined by the controller circuitry, wherein the additional synchronisation signal is a machine type communications, MTC, synchronisation signal, MSS. to broadcast one or more synchronisation signals for use by the one or more communications devices to achieve synchronisation with a cell provided by the infrastructure equipment, and to broadcast an additional synchronisation signal, the additional synchronisation signal including an indication of a status of a first communications parameter selected from a plurality of communications parameters in accordance with conditions determined by the controller circuitry, wherein the additional synchronisation signal is a machine type communications, MTC, synchronisation signal, MSS.
A polymeric composite comprising: 15-30 wt% of a thermoplastic polymer with a Tg of 30-80°C; 20-65 wt% of a cyclic olefin copolymer; 10-25 wt% of an ionomer of ethylene and methacrylic acid; and 10-25 wt% a thermoplastic rubber. 15-30 wt% of a thermoplastic polymer with a Tg of 30-80°C; 20-65 wt% of a cyclic olefin copolymer; 10-25 wt% of an ionomer of ethylene and methacrylic acid; and 10-25 wt% a thermoplastic rubber.
Flywheel system , comprising: - a ring-shaped flywheel rotor , arranged on a rotation axis ; and - a substantially cylindrical casing , enveloping the flywheel rotor at least in a radial direction to contain the flywheel in case of a calamity, CHARACTERISED in that - the casing comprises at least one inward protruding bumper defining a variation from the circular shape in cross section of the casing wall surrounding the flywheel rotor . - a ring-shaped flywheel rotor , arranged on a rotation axis ; and - a substantially cylindrical casing , enveloping the flywheel rotor at least in a radial direction to contain the flywheel in case of a calamity, CHARACTERISED in that - the casing comprises at least one inward protruding bumper defining a variation from the circular shape in cross section of the casing wall surrounding the flywheel rotor .
A system, comprising: an inner wearable harness arranged to be worn, during use, on a torso of a subject; and a plurality of engines arranged to, when activated, apply an oscillation force to at least one treatment area of the subject, wherein at least one of the plurality of engines is releasably couplable to the inner wearable harness or an outer wearable harness such that the at least one of the plurality of engines is selectively positionable relative to the subject using a positioning system , wherein the positioning system allows positioning the at least one of the plurality of engines at least adjacent at least one of the treatment areas of the subject, and wherein the oscillation force generated is sufficient to mobilize, during use, at least some secretions in an airway within the subject at least adjacent the treatment area; wherein the outer wearable harness is arranged to be worn, during use, on the torso of the subject, wherein the outer wearable harness is arranged to apply a compressive force to at least some of the activated plurality of engines to adjust the oscillation force applied by the at least some of the activated plurality of engines to the treatment area, wherein the outer wearable harness comprises an elastic material. an inner wearable harness arranged to be worn, during use, on a torso of a subject; and a plurality of engines arranged to, when activated, apply an oscillation force to at least one treatment area of the subject, wherein at least one of the plurality of engines is releasably couplable to the inner wearable harness or an outer wearable harness such that the at least one of the plurality of engines is selectively positionable relative to the subject using a positioning system , wherein the positioning system allows positioning the at least one of the plurality of engines at least adjacent at least one of the treatment areas of the subject, and wherein the oscillation force generated is sufficient to mobilize, during use, at least some secretions in an airway within the subject at least adjacent the treatment area; wherein the outer wearable harness is arranged to be worn, during use, on the torso of the subject, wherein the outer wearable harness is arranged to apply a compressive force to at least some of the activated plurality of engines to adjust the oscillation force applied by the at least some of the activated plurality of engines to the treatment area, wherein the outer wearable harness comprises an elastic material.
A method of producing magnesium hydroxide, represented by the following formula: Mg(OH) 2 and having a long diameter (width) of 1 to 10 μm, a thickness of not more than 0.2 μm and an aspect ratio of not less than 20, said method comprising the steps of: (A) adding an alkali to and coprecipitating it with a mixed aqueous solution of a water-soluble magnesium salt and a monovalent organic acid or a salt thereof, or (B) adding an alkali aqueous solution to and coprecipitating it with an aqueous solution of a water-soluble magnesium salt and adding a monovalent organic acid or a salt thereof to the resulting product; and (C) hydrothermally treating the obtained slurry at 100°C or higher; wherein the alkali is an alkali metal hydroxide or ammonium hydroxide. (A) adding an alkali to and coprecipitating it with a mixed aqueous solution of a water-soluble magnesium salt and a monovalent organic acid or a salt thereof, or (B) adding an alkali aqueous solution to and coprecipitating it with an aqueous solution of a water-soluble magnesium salt and adding a monovalent organic acid or a salt thereof to the resulting product; and (C) hydrothermally treating the obtained slurry at 100°C or higher;
A method comprising: determining, by a display controller and via one or more microphones communicatively coupled to the display controller , that one or more frequency components of an incoming sound exceed a defined volume threshold, the one or more frequency components corresponding to one or more resonant frequencies of an optical reflector communicatively coupled to the display controller ; responsive to the determining, measuring one or both of a magnitude or a phase of one or more harmonic motions of the optical reflector ; and generating sound waves to destructively interfere with at least one frequency component of the one or more frequency components. determining, by a display controller and via one or more microphones communicatively coupled to the display controller , that one or more frequency components of an incoming sound exceed a defined volume threshold, the one or more frequency components corresponding to one or more resonant frequencies of an optical reflector communicatively coupled to the display controller ; responsive to the determining, measuring one or both of a magnitude or a phase of one or more harmonic motions of the optical reflector ; and generating sound waves to destructively interfere with at least one frequency component of the one or more frequency components.