mhurhangee/ep-ind-claims huggingface dataset:
A method for detecting malicious files comprising: selecting, by a hardware processor, a set of attributes of a file under analysis; calculating, by the hardware processor, a hash of the file based on the selected set of attributes; selecting, by the hardware processor, a classifier for the file from a set of classifiers based on the calculated hash of the file; assigning, by the hardware processor, the file under analysis to one or more categories based on the selected classifier; determining, by the hardware processor, whether the file has been assigned to a category of malicious files; and concluding, by the hardware processor, that the file is malicious based on the determination of whether the file has been assigned to the category of malicious files, wherein selecting the classifier comprises: (i) generating a set of candidate classifiers corresponding to the hash; (ii) verifying a quality of operation of the set of candidate classifiers to generate corresponding coefficient of false positives; and (iii) selecting a classifier with a coefficient of false positives that matches a predetermined criteria as the classifier to use for categorization. selecting, by a hardware processor, a set of attributes of a file under analysis; calculating, by the hardware processor, a hash of the file based on the selected set of attributes; selecting, by the hardware processor, a classifier for the file from a set of classifiers based on the calculated hash of the file; assigning, by the hardware processor, the file under analysis to one or more categories based on the selected classifier; determining, by the hardware processor, whether the file has been assigned to a category of malicious files; and concluding, by the hardware processor, that the file is malicious based on the determination of whether the file has been assigned to the category of malicious files, wherein selecting the classifier comprises: (i) generating a set of candidate classifiers corresponding to the hash; (ii) verifying a quality of operation of the set of candidate classifiers to generate corresponding coefficient of false positives; and (iii) selecting a classifier with a coefficient of false positives that matches a predetermined criteria as the classifier to use for categorization. (i) generating a set of candidate classifiers corresponding to the hash; (ii) verifying a quality of operation of the set of candidate classifiers to generate corresponding coefficient of false positives; and (iii) selecting a classifier with a coefficient of false positives that matches a predetermined criteria as the classifier to use for categorization.
A pharmaceutical composition comprising a chemotherapeutic drug which is able to induce expression or over-expression of netrin-1 in cancer cells, and a netrin-1 interfering drug or a vector capable of expressing a netrin-1 interfering drug in vivo, in a pharmaceutically acceptable carrier or vehicle, wherein the netrin-1 interfering drug is an antibody binding to netrin-1 or to a netrin-1 receptor, or a compound comprising an extracellular domain of a netrin-1 receptor or a fragment of said extracellular domain, which netrin-1 interfering drug promotes netrin-1 receptors-induced apoptosis, for use in the treatment of a cancer expressing or over-expressing netrin-1 in which the cancer express or over-express netrin-1 as the result of a treatment with said chemotherapeutic drug.
A computer-implemented method for predicting speech recognition performance of a speech recognition system, comprising the steps of: a) accepting an input from a user interface, wherein said input comprises at least one word or a phonetic pronunciation and converting said input into a sequence of phonemes; b) computing at least one input feature vector with features for said input, c) creating a prediction model comprising the steps of: selecting a set of keywords from a database; computing a keyword feature vector with features for each of said keywords; for each keyword within the set, determining a corresponding figure of merit, FOM, using the speech recognition system; inputting said keyword feature vector and said figure of merit, FOM, into a model learning module which adjusts parameters to minimize a cost function; and saving results from said model learning module as said prediction model for prediction of a figure of merit, FOM, of said input, d) inputting said at least one input feature vector into the prediction model; and obtaining a prediction for the input from the prediction model wherein said prediction is the figure of merit, FOM, which is a numerical value as a measure for the accuracy with which the system can determine a word match for the input, characterized in that the features of the input feature vector and the keyword feature vector at least comprise the number of phonemes, number of syllables, and number of stressed vowels. a) accepting an input from a user interface, wherein said input comprises at least one word or a phonetic pronunciation and converting said input into a sequence of phonemes; b) computing at least one input feature vector with features for said input, c) creating a prediction model comprising the steps of: selecting a set of keywords from a database; computing a keyword feature vector with features for each of said keywords; for each keyword within the set, determining a corresponding figure of merit, FOM, using the speech recognition system; inputting said keyword feature vector and said figure of merit, FOM, into a model learning module which adjusts parameters to minimize a cost function; and saving results from said model learning module as said prediction model for prediction of a figure of merit, FOM, of said input, d) inputting said at least one input feature vector into the prediction model; and obtaining a prediction for the input from the prediction model wherein said prediction is the figure of merit, FOM, which is a numerical value as a measure for the accuracy with which the system can determine a word match for the input,
An activation mechanism for a personal locator beacon, the beacon being arranged, in use, to be located on a flight suit, the mechanism comprising: a removable actuator pin arranged to be connected by a leash to a fixed point of an aircraft; a pin housing fixably attached to the personal locator beacon for removably associating the pin with the locator beacon and a pin withdrawal mechanism for automatically disassociating the pin from the locator beacon in the event of an emergency ejection of an aircrew member, withdrawal of the pin causing activation of the personal locator beacon.
A process for the preparation of an IZM-2 zeolite, comprising at least the following steps: i) mixing, in an aqueous medium, at least one zeolite with structure type FAU having a molar ratio SiO 2 /Al 2 O 3 of greater than or equal to 30, eventually at least one additional source of an oxide XO 2 in a manner such that the molar ratio XO 2 /SiO 2 is in the range 0 to 4, at least one nitrogen-containing organic compound R, R being 1,6-bis(methylpiperidinium)hexane dibromide, and at least one alkali metal and/or alkaline-earth metal M with valency n, where n is a whole number greater than or equal to 1, the mixture having the following molar composition: (XO 2 + SiO 2)/Al 2 O 3 in the range 10 to 800, H 2 O/(XO 2 + SiO 2) in the range 1 to 100, R/(XO 2 + SiO 2) in the range 0.01 to 0.6, M 2/n O/(XO 2 + SiO 2) in the range 0.005 to 0.35, in which X is one or more tetravalent element(s) selected from the group formed by the following elements: silicon, germanium, and titanium, SiO 2 being the quantity of SiO 2 supplied by the FAU zeolite, and Al 2 O 3 being the quantity of Al 2 O 3 supplied by the FAU zeolite, ii) hydrothermal treatment of said mixture obtained from step i) at a temperature in the range 120°C to 200°C for a period in the range 1 day to 10 days, until said IZM-2 zeolite has been formed. i) mixing, in an aqueous medium, at least one zeolite with structure type FAU having a molar ratio SiO 2 /Al 2 O 3 of greater than or equal to 30, eventually at least one additional source of an oxide XO 2 in a manner such that the molar ratio XO 2 /SiO 2 is in the range 0 to 4, at least one nitrogen-containing organic compound R, R being 1,6-bis(methylpiperidinium)hexane dibromide, and at least one alkali metal and/or alkaline-earth metal M with valency n, where n is a whole number greater than or equal to 1, the mixture having the following molar composition: (XO 2 + SiO 2)/Al 2 O 3 in the range 10 to 800, H 2 O/(XO 2 + SiO 2) in the range 1 to 100, R/(XO 2 + SiO 2) in the range 0.01 to 0.6, M 2/n O/(XO 2 + SiO 2) in the range 0.005 to 0.35, in which X is one or more tetravalent element(s) selected from the group formed by the following elements: silicon, germanium, and titanium, SiO 2 being the quantity of SiO 2 supplied by the FAU zeolite, and Al 2 O 3 being the quantity of Al 2 O 3 supplied by the FAU zeolite, ii) hydrothermal treatment of said mixture obtained from step i) at a temperature in the range 120°C to 200°C for a period in the range 1 day to 10 days, until said IZM-2 zeolite has been formed.
A light source module comprising: - a plurality of light emitting units arranged along a predetermined direction and each emitting light; and - a lens array comprising a plurality of lens units; - wherein the lens units are connected together along an axis parallel to the predetermined direction, and respectively receive the lights emitted from the light emitting units, each of the lens units comprises a convex surface intersecting with the direction of the light emitted from each the light emitting units, and characterized in that the convex surface being constituted by a first arc line rotated with respect to the axis, wherein the convex surface further comprising a second arc line orthogonal to the first arc line, and the radius of curvature of the first arc line is longer than the radius of curvature of the second arc line, so that the lens units beam-shape the light emitted from the light emitting units into a strip-shaped beam and provide a long-striped scanning light beam. - a plurality of light emitting units arranged along a predetermined direction and each emitting light; and - a lens array comprising a plurality of lens units; - wherein the lens units are connected together along an axis parallel to the predetermined direction, and respectively receive the lights emitted from the light emitting units, each of the lens units comprises a convex surface intersecting with the direction of the light emitted from each the light emitting units, and characterized in that the convex surface being constituted by a first arc line rotated with respect to the axis,
A method of assaying in a microfluidic device the amount of an analyte in a biological fluid, said microfluidic device having at least one sample inlet port, at least one air vent, and at least one reagent-containing chamber, said assay comprising a) dispensing a sample of said biological fluid into said at least one inlet port and moving said sample by capillary force to a capillary stop through a capillary passageway communicating with said at least one sample inlet port; and b) displacing said sample by dispensing a liquid different from said sample into said at least one inlet port, characterized in that said different liquid is dispensed at a predetermined time after introducing said sample in the form of groups of droplets having diameters in the range of 0.05 to 1 mm, said groups of droplets being separated by intervals when no droplets are dispensed, wherein said different liquid is added in amounts sufficient to overcome said capillary stop within the microfluidic device, said capillary stop caused by changes in the size of the capillary passageways. a) dispensing a sample of said biological fluid into said at least one inlet port and moving said sample by capillary force to a capillary stop through a capillary passageway communicating with said at least one sample inlet port; and b) displacing said sample by dispensing a liquid different from said sample into said at least one inlet port,
Current transformer for measurement of an air insulated, high voltage power line, the current transformer comprising an open magnetisable ring core encircling the power line and a secondary winding for sensing a current in relation to the current of the high voltage power line, wherein the open ring core has a square cross section, side surfaces and two square end faces wherein the two end faces do not face each other and where two of the side surfaces have ends (17a, 17b) which overlap as seen in direction of a centre axis through the ring core, the current transformer further comprising a tubular insulating body containing the secondary winding and providing high voltage insulation between the ring core and the secondary winding, and the tubular insulator body comprising stress grading means at each end portion (3, 4) of the tubular insulator body.
A volute for a radial ventilator with a flow area originating from a housing tongue and increasing in size in the peripheral direction around a fan wheel arranged around an axial central axis, wherein the flow area is defined by a contour of at least one axial side section of the volute, wherein the side section has an axial air intake opening with an opening edge section surrounding it, to which a transition section running in the peripheral direction as viewed in a radial direction is directly connected, which is spaced apart from the opening edge section in an axial direction in a first section extending from the housing tongue in the peripheral direction at a specific angle and increases the extension of the flow area in the peripheral direction, until the axial surfaces of the opening edge section and the transition section run in the same plane, wherein a pressure chamber section which at least partially forms a pressure chamber in the volute connects in a radial direction to the transition section, the flow area of which pressure chamber section is defined in the first section by a contour, which passes over at a tangent to the transition section in the radial section, characterised in that the transition section and the pressure chamber section increasingly flare out in the axial direction, thus increasing the flow area in these sections in the peripheral direction until the axial surfaces of the opening edge section and the transition section run perpendicular to a rotational axis of the volute in the same axial plane and a middle section, in which the flow area of the pressure chamber section increases further in size relative to the transition section, connects in the peripheral direction to the first section.
A catheter assembly comprising: a urinary catheter having a proximal end portion and a distal end portion, the urinary catheter also having a catheter shaft including a proximal insertion end portion and a distal end portion having a drainage member associated therewith, the urinary catheter having a hydrophilic surface; a collapsible sleeve defining a compartment that contains at least a portion of the catheter shaft, a distal end portion of the sleeve being attached to the distal end portion of the urinary catheter; an amount of liquid located within the compartment of the sleeve and in contact with the hydrophilic surface; an introducer located at a proximal end portion of the sleeve, the introducer including a passageway therethrough and a proximal opening for passage of the catheter shaft therethrough, the introducer including an insertable portion configured to be inserted into the opening of the urethra; and a removable cap covering the introducer; characterized in that an internal surface of the cap includes an anti-leak element comprising a membrane that conforms to the insertable portion of the introducer. a urinary catheter having a proximal end portion and a distal end portion, the urinary catheter also having a catheter shaft including a proximal insertion end portion and a distal end portion having a drainage member associated therewith, the urinary catheter having a hydrophilic surface; a collapsible sleeve defining a compartment that contains at least a portion of the catheter shaft, a distal end portion of the sleeve being attached to the distal end portion of the urinary catheter; an amount of liquid located within the compartment of the sleeve and in contact with the hydrophilic surface; an introducer located at a proximal end portion of the sleeve, the introducer including a passageway therethrough and a proximal opening for passage of the catheter shaft therethrough, the introducer including an insertable portion configured to be inserted into the opening of the urethra; and a removable cap covering the introducer; characterized in that an internal surface of the cap includes an anti-leak element comprising a membrane that conforms to the insertable portion of the introducer.
A holding device for a hose, which comprises a sensor, a hose seating fixture, a feed-in channel and a stamp, wherein the stamp is movable in order to hold the hose in the hose seating fixture and to enable removal of the hose from the hose seating fixture, wherein the holding device comprises a light source as an optical or opto-acoustic transmitter, characterised in that the light source is arranged in such a way that the direct beam path of the light, even when the stamp is not arranged in the feed-in channel, does not penetrate through the feed-in channel out of the holding device, wherein the stamp is curved around an anchor point on the hose seating fixture and the feed-in channel is curved and a movement of the stamp presses the hose into the hose seating fixture and into a defined position relative to the sensor, in a way such that, as a result of the formation of the curved stamp in connection with the curved feed-in channel, the hose can be arranged in the holding device in a way such that direct radiation strikes only the hose when the hose is irradiated by a light source.
A variable magnification optical system comprising, in order from an object side, a first lens group having negative refractive power, a second lens group having positive refractive power and a third lens group having negative refractive power; upon varying magnification, an interval between the first lens group and the second lens group being varied, and an interval between the second lens group and the third lens group being varied; said first lens group comprising, in order from the object side, a positive lens group having positive refractive power and a focusing lens group which is moved along the optical axis for focusing; and the variable magnification optical system being characterized in that the third lens group is the most image side lens group of the variable magnification optical system.
A tower base section of a wind turbine, comprising: a tubular side wall; and a flange portion being configured as a T-flange, the flange portion comprising an inner portion and an outer portion, the inner portion extending radially inward from the tubular sidewall up to a first length, the outer portion extending radially outward from the tubular sidewall up to a second length, characterized in that the first length being larger than the second length. a tubular side wall; and a flange portion being configured as a T-flange, the flange portion comprising an inner portion and an outer portion, the inner portion extending radially inward from the tubular sidewall up to a first length, the outer portion extending radially outward from the tubular sidewall up to a second length, characterized in that the first length being larger than the second length.
An apparatus for supplying high-concentration hydrogen gas for a living organism, the apparatus comprising: an electrolytic cell having an electrolytic chamber to which raw water is introduced, at least one membrane that separates inside and outside of the electrolytic chamber, and at least one pair of electrode plates (14, 15) provided in the inside and the outside of the electrolytic chamber so as to sandwich the membrane, the electrode plate in the outside of the electrolytic chamber being provided to be in contact with the membrane; a direct-current power source that applies a direct-current voltage to the pair of electrode plates (14, 15); and a diluent gas supplier for diluting hydrogen gas generated from the electrode plate that is to be a cathode, wherein the electrolytic chamber is provided with a diluent gas inlet that introduces the diluent gas from the diluent gas supplier and a mixed gas outlet that discharges the mixed gas, or, a side chamber is provided outside the electrolytic chamber with a diluent gas inlet that introduces the diluent gas from the diluent gas supplier and a mixed gas outlet that discharges the mixed gas wherein the side chamber encloses one electrode plate of the one pair of electrode plates, the diluent gas supplier blows diluent gas to the cathode or a cathode water surface by managing an electrolytic condition of the electrolytic cell and/or by managing flow volume of the diluent gas, thereby to constantly maintain a hydrogen gas concentration at a position separated by 7 cm from the cathode or the cathode water surface in a space from the cathode to the living organism during electrolysis at lower than 18.3 vol% so that mixed gas comprising the hydrogen gas and the diluent gas and having a hydrogen gas concentration of 0.1 to 18.3 vol% is supplied to a living organism. an electrolytic cell having an electrolytic chamber to which raw water is introduced, at least one membrane that separates inside and outside of the electrolytic chamber, and at least one pair of electrode plates (14, 15) provided in the inside and the outside of the electrolytic chamber so as to sandwich the membrane, the electrode plate in the outside of the electrolytic chamber being provided to be in contact with the membrane; a direct-current power source that applies a direct-current voltage to the pair of electrode plates (14, 15); and a diluent gas supplier for diluting hydrogen gas generated from the electrode plate that is to be a cathode,