mhurhangee/ep-ind-claims huggingface dataset:
A computer-implemented method for processing data in a trusted environment, the method comprising: receiving a query from a client for a machine learning service to be served by a target ML model; calculating a similarity score for the query based on a plurality of queries previously received from the client, the similarity score representing a similarity between the received query and the prior queries; determining whether the similarity score is above a predetermine threshold; and determining that the query is an adversarial query in response to determining that the similarity score is above a predetermined threshold; the method further comprising: designating the client associated with the adversarial query as an adversarial client, in response to determining that the query is an adversarial query; and servicing subsequent queries of the adversarial client with an alternate ML model from a collection of ML models that have been trained together with the target ML model, instead of the target ML model, to prevent exploration of a blind spot of the target ML model. receiving a query from a client for a machine learning service to be served by a target ML model; calculating a similarity score for the query based on a plurality of queries previously received from the client, the similarity score representing a similarity between the received query and the prior queries; determining whether the similarity score is above a predetermine threshold; and determining that the query is an adversarial query in response to determining that the similarity score is above a predetermined threshold; designating the client associated with the adversarial query as an adversarial client, in response to determining that the query is an adversarial query; and servicing subsequent queries of the adversarial client with an alternate ML model from a collection of ML models that have been trained together with the target ML model, instead of the target ML model, to prevent exploration of a blind spot of the target ML model.
An electronic component mounting device, comprising a housing formed by a conductive metal material and at least one electronic component (201, 202) to be mounted inside the housing, wherein the housing is configured by a first box body and a second box body fixed so that respective openings of the first and second box bodies (200, 203) face each other, such that a concentration of thermal stress is concentrated on the bent portions of the first and second box and such that a joining portion of the first and second box body is alleviated from thermal stress and such that the stripping of the joining portion can be suppressed, and wherein the housing has a conductive layer stacked through an insulating layer arranged on an outer side of the first box body; wherein the first box body includes a through-hole for retrieving a conductive wire connected to the electronic component (201, 202), to the conductive layer, the through-hole being arranged at a position covered by the conductive layer such that the electronic shielding function of the housing is not affected.
Method for data communication with a cooking appliance comprising a cooking oven by a mobile computer device, wherein the cooking appliance and the mobile computer device are interconnected via a wireless bidirectional data connection that is adapted for transferring signals between the cooking appliance and the mobile computer device, wherein the mobile computer device is interconnected or interconnectable with an oven receiving unit of the cooking appliance, wherein the cooking oven is remotely controlled or remotely controllable by a user via the mobile computer device and the wireless bidirectional data connection, wherein the mobile computer device is switchable from a first connection state to a second connection state by a switching element which is a door switching element comprised by the cooking oven, and wherein the mobile computer device comprises application software that performs the following steps: a) switching the mobile computer device into a first connection state with the cooking appliance, wherein in the first connection state remote control is enabled in order to control parameters and/or functions of the cooking oven by the mobile computer device; b) switching the mobile computer device by the door switching element into the second connection state with the cooking appliance, wherein in the second connection state remote control is disabled so that no parameters and/or functions of the cooking oven are controllable or controlled by the mobile computer device. a) switching the mobile computer device into a first connection state with the cooking appliance, wherein in the first connection state remote control is enabled in order to control parameters and/or functions of the cooking oven by the mobile computer device; b) switching the mobile computer device by the door switching element into the second connection state with the cooking appliance, wherein in the second connection state remote control is disabled so that no parameters and/or functions of the cooking oven are controllable or controlled by the mobile computer device.
An electric toothbrush comprising: a driving portion mounted inside a body case; a replaceable brush extending upward from the body case; a brush head provided on a front side of a distal end of a neck of the replaceable brush; and a power transmission portion configured to transmit power from the driving portion to the brush head so that the brush head rotationally reciprocates; wherein the brush head includes a brush head body that has a planting base provided with a plurality of planting holes, and a fitting shaft portion protruding rearward from the planting base and penetrating through a support wall portion that is formed on a side close to a rear surface of the planting base in the neck, wherein a shaft hole is formed at a rotation center of the brush head body so as to extend frontward from a rear surface of the brush head body, wherein the neck is provided with a head support shaft which is fitted to the shaft hole so as to rotatably support the brush head, and wherein the power transmission portion is connected to a rear part of the fitting shaft portion; characterized in that the head support shaft has a front end that is located frontward of back ends of the planting holes and in that no planting hole is formed at a rotation center of the planting base. a driving portion mounted inside a body case; a replaceable brush extending upward from the body case; a brush head provided on a front side of a distal end of a neck of the replaceable brush; and a power transmission portion configured to transmit power from the driving portion to the brush head so that the brush head rotationally reciprocates; wherein the brush head includes a brush head body that has a planting base provided with a plurality of planting holes, and a fitting shaft portion protruding rearward from the planting base and penetrating through a support wall portion that is formed on a side close to a rear surface of the planting base in the neck, wherein a shaft hole is formed at a rotation center of the brush head body so as to extend frontward from a rear surface of the brush head body, wherein the neck is provided with a head support shaft which is fitted to the shaft hole so as to rotatably support the brush head, and wherein the power transmission portion is connected to a rear part of the fitting shaft portion; characterized in that the head support shaft has a front end that is located frontward of back ends of the planting holes and in that no planting hole is formed at a rotation center of the planting base.
Electric machine comprising: - a rotor having 14 rotor poles, which rotor is arranged such that it can rotate about a central axis, - a stator having 18 stator teeth, which project in a radial direction with respect to the central axis from the stator in the direction of the rotor, and each of the stator teeth is surrounded by a stator coil surrounding just one of the stator teeth, wherein - two coil groups (G1, G2) associated with the same phase are arranged opposite one another in the stator, characterized in that a respective coil group (G1, G2) associated with the same phase is interconnected to form a star point circuit with a star point or to form a delta circuit. - a rotor having 14 rotor poles, which rotor is arranged such that it can rotate about a central axis, - a stator having 18 stator teeth, which project in a radial direction with respect to the central axis from the stator in the direction of the rotor, and - two coil groups (G1, G2) associated with the same phase are arranged opposite one another in the stator, characterized in that a respective coil group (G1, G2) associated with the same phase is interconnected to form a star point circuit with a star point or to form a delta circuit.
Electrical plug-in connector with a plug housing made of electrically non-conductive material, having an inner wall and at least one plug-in contact, wherein the inner wall delimits a first space, wherein the plug-in contact has a first end which can be contacted by a mating plug-in contact and a second end which lies opposite the first end, wherein the second end is connected to a printed circuit board (16, 58) by means of solder, wherein the plug housing is displaced, from the first end in the direction of the second end, via the at least one plug-in contact, in an axial direction into a predetermined position, wherein, in the predetermined position, the printed circuit board (16, 58) is fixedly connected to the plug housing, wherein, in the predetermined position, the plug-in contact has no force-fit action transversely with respect to the axial direction, wherein, in the predetermined position, the first end protrudes into the first space, characterized in that either the plug housing is connected to a first side of the printed circuit board (16, 58) in a fluid-tight and non-releasable manner by means of a bond, or the printed circuit board is arranged within the first space and connected to the inner wall in a fluid-tight manner and a circumferential second sealing element is arranged between the printed circuit board and a bridge element, which bridge element is fixedly connected to the inner wall, wherein the bridge element has at least one opening which extends in a direction of longitudinal extent of the plug-in contact, wherein the at least one plug-in contact is guided through the at least one opening.
A method of transmitting data over packet switch networks, comprising steps of: encoding a data set into a plurality of coding units, with each coding unit been progressively encoded to sequentially present most significant data followed by less significant data; packetizing a coding unit into a plurality of data packets by a first layer of a network protocol stack, the plurality of data packets being arranged in an order of high to low importance and having a common transmission deadline; sending the plurality of data packets to a data queue of the first layer in the order of high to low importance; transmitting from the data queue of the first layer the plurality of data packets for which the transmission deadline has not yet expired to a data queue of a second layer of the network protocol stack; comparing the transmission deadline for each of the plurality of data packets in the first and second layers (104, 106) with a master clock maintained by the first layer; flushing from the data queue of the first layer the plurality of data packets for which the transmission deadline has expired; and issuing a flush command (FlushL) by the first layer to the second layer (106; 108) to flush from the data queue of the second layer the plurality of data packets for which the transmission deadline has expired. encoding a data set into a plurality of coding units, with each coding unit been progressively encoded to sequentially present most significant data followed by less significant data; packetizing a coding unit into a plurality of data packets by a first layer of a network protocol stack, the plurality of data packets being arranged in an order of high to low importance and having a common transmission deadline; sending the plurality of data packets to a data queue of the first layer in the order of high to low importance; transmitting from the data queue of the first layer the plurality of data packets for which the transmission deadline has not yet expired to a data queue of a second layer of the network protocol stack; comparing the transmission deadline for each of the plurality of data packets in the first and second layers (104, 106) with a master clock maintained by the first layer; flushing from the data queue of the first layer the plurality of data packets for which the transmission deadline has expired; and issuing a flush command (FlushL) by the first layer to the second layer (106; 108) to flush from the data queue of the second layer the plurality of data packets for which the transmission deadline has expired.
A catheter assembly for an intravascular ultrasound system, the catheter assembly comprising: a catheter having a longitudinal length, a distal end, and a proximal end, the catheter comprising a hub comprising a flush port, an elongate member coupled to the hub and comprising a sealable lumen extending along the longitudinal length of the catheter from the proximal end to the distal end, and a movable plunger or a movable seal disposed in the flush port of the hub and in fluid communication with the lumen, the movable plunger or the movable seal providing a gas-tight seal, the movable plunger or the movable seal configured and arranged for adjusting to changes in volume of the lumen when the lumen is filled with an acoustically-favorable medium and sealed; and an imaging core configured and arranged for inserting into the sealable lumen and for coupling to a control module. a catheter having a longitudinal length, a distal end, and a proximal end, the catheter comprising a hub comprising a flush port, an elongate member coupled to the hub and comprising a sealable lumen extending along the longitudinal length of the catheter from the proximal end to the distal end, and a movable plunger or a movable seal disposed in the flush port of the hub and in fluid communication with the lumen, the movable plunger or the movable seal providing a gas-tight seal, the movable plunger or the movable seal configured and arranged for adjusting to changes in volume of the lumen when the lumen is filled with an acoustically-favorable medium and sealed; and a hub comprising a flush port, an elongate member coupled to the hub and comprising a sealable lumen extending along the longitudinal length of the catheter from the proximal end to the distal end, and a movable plunger or a movable seal disposed in the flush port of the hub and in fluid communication with the lumen, the movable plunger or the movable seal providing a gas-tight seal, the movable plunger or the movable seal configured and arranged for adjusting to changes in volume of the lumen when the lumen is filled with an acoustically-favorable medium and sealed; and an imaging core configured and arranged for inserting into the sealable lumen and for coupling to a control module.
A method of regulating a temperature of a fluid within a hose of a fluid dispensing system, the method comprising: passing the fluid through the hose, wherein the fluid dispensing system comprises: a control unit; a hose attached to and fluidly connected with the control unit, the hose having a length (L H) and a channel extending therethrough; and a heating element mounted to and extending within the entire length (L H) of the channel; sensing, with the heating element, a temperature of the fluid in the hose, the sensed temperature being an average temperature of the fluid along the entire length (L H) of the hose; comparing, with the control unit, the sensed temperature of the fluid in the hose to a reference temperature of the fluid; adjusting, with the control unit, an input of the heating element in response to the comparison of the sensed temperature of the fluid in the hose to the reference temperature such that the temperature of the fluid is adjusted towards the reference temperature. a control unit; a hose attached to and fluidly connected with the control unit, the hose having a length (L H) and a channel extending therethrough; and a heating element mounted to and extending within the entire length (L H) of the channel; sensing, with the heating element, a temperature of the fluid in the hose, the sensed temperature being an average temperature of the fluid along the entire length (L H) of the hose; comparing, with the control unit, the sensed temperature of the fluid in the hose to a reference temperature of the fluid; adjusting, with the control unit, an input of the heating element in response to the comparison of the sensed temperature of the fluid in the hose to the reference temperature such that the temperature of the fluid is adjusted towards the reference temperature.
A method of manufacturing a hot-dip galvanized steel pipe, comprising: a step of pickling a material pipe by means of sulfuric acid having a temperature of at least 65°C; a step of treating the pickled material pipe by means of a flux solution; and followed by a step of dipping the treated material pipe in a hot-dip galvanizing bath, wherein the flux solution containing at least 600 g/L in total of at least one of zinc chloride and ammonium chloride and 0.05 to 0.3 mass% of surface active agent, the hot-dip galvanizing bath contains 0.002 to 0.01 mass% of Al, the balance being Zn and impurities, and a total content of Pb, Sn, Cd, Sb, Bi, Cu, Ni, and In of the impurities is at most 0.1 mass%. a step of pickling a material pipe by means of sulfuric acid having a temperature of at least 65°C; a step of treating the pickled material pipe by means of a flux solution; and followed by a step of dipping the treated material pipe in a hot-dip galvanizing bath, wherein the flux solution containing at least 600 g/L in total of at least one of zinc chloride and ammonium chloride and 0.05 to 0.3 mass% of surface active agent, the hot-dip galvanizing bath contains 0.002 to 0.01 mass% of Al, the balance being Zn and impurities, and a total content of Pb, Sn, Cd, Sb, Bi, Cu, Ni, and In of the impurities is at most 0.1 mass%.
An assembly comprising a housing, a battery accomodated in the housing and an apparatus for sensing swelling of a battery to be accommodated in the housing: wherein the housing is made of a conductor and comprises a hole formed at one side of the housing and a protrusion formed at the side of the housing to be coupled to a sensing circuit and to protrude within the hole; wherein the apparatus comprises a sensing circuit including an upper portion and a lower portion, one of the upper portion and the lower portion being made of insulating materials and the other one of the upper portion and the lower portion being made of conductive materials, wherein, the sensing circuit is adapted so that prior to the occurrence of the swelling of the battery in the housing, the upper portion of the sensing circuit contacts a lower portion of the side of the housing facing the battery, and when the swelling of the battery occurs and thus the expansion pressure is applied to the sensing circuit, the sensing circuit moves in the swelling direction and thus is lifted so that the lower portion of the sensing circuit contacts an upper portion of the side of the housing; a current sensing unit configured to sense whether a current is conducted between the sensing circuit and the side of the housing; and a determination unit configured to determine from the current sensing whether the battery is swelled. wherein the housing is made of a conductor and comprises a hole formed at one side of the housing and a protrusion formed at the side of the housing to be coupled to a sensing circuit and to protrude within the hole; wherein the apparatus comprises a sensing circuit including an upper portion and a lower portion, one of the upper portion and the lower portion being made of insulating materials and the other one of the upper portion and the lower portion being made of conductive materials, wherein, the sensing circuit is adapted so that prior to the occurrence of the swelling of the battery in the housing, the upper portion of the sensing circuit contacts a lower portion of the side of the housing facing the battery, and when the swelling of the battery occurs and thus the expansion pressure is applied to the sensing circuit, the sensing circuit moves in the swelling direction and thus is lifted so that the lower portion of the sensing circuit contacts an upper portion of the side of the housing; a current sensing unit configured to sense whether a current is conducted between the sensing circuit and the side of the housing; and a determination unit configured to determine from the current sensing whether the battery is swelled.
Method of in vitro prognosis of global survival and/or survival without relapse from a liver HCC sample of a subject suffering from HCC, comprising: a) determining an expression profile comprising or consisting of a combination of gene TAF9 and at least 1 gene selected from the group consisting of NRCAM, PIR, RAMP3, SLC21A2, TNA, HN1, PSMD1, MRPS7, CDC20, ENO1, HLF, STRA13, RAGD, NRAS, ARFGEF2, RAB1A, G0S2, SMAD3, DNAJA3, HELO1, RHOQ, C14orf156, NPEPPS, PDCD2, PHB, KIAA0090, IMP-3, KPNA2, KIAA0268, UNQ6077, LOC440751, G6PD, STK6, TFRC, GLA, TRIP13, SPP1, AKR1C1, AKR1C2, GIMAP5, ADM, CCNB1, TKT, AGPS, RAN, NUDT9, HRASLS3, HLA-DQA1, NEU1, RARRES2, PAPOLA, ABCB6, BIRC5, FLJ20273, C14orf109, CHKA, TUBB2, HMGB3, TXNRD1, IFITM1, KIAA0992, MPPE1, KLRB1, CCL5, SYNE1, DNASE1L3, CYP2C18, PACSIN2, PON3, and PPP2R1B; b) calculating from said expression profile a global survival score and/or a survival without relapse score; and c) comparing the obtained global survival score and/or survival without relapse score each with a threshold value, wherein - a global survival/survival without relapse score strictly inferior to said threshold value indicates a good survival/survival without relapse prognosis, whereas - a global survival/survival without relapse score superior or equal to said threshold value indicates a bad survival/survival without relapse prognosis. a) determining an expression profile comprising or consisting of a combination of gene TAF9 and at least 1 gene selected from the group consisting of NRCAM, PIR, RAMP3, SLC21A2, TNA, HN1, PSMD1, MRPS7, CDC20, ENO1, HLF, STRA13, RAGD, NRAS, ARFGEF2, RAB1A, G0S2, SMAD3, DNAJA3, HELO1, RHOQ, C14orf156, NPEPPS, PDCD2, PHB, KIAA0090, IMP-3, KPNA2, KIAA0268, UNQ6077, LOC440751, G6PD, STK6, TFRC, GLA, TRIP13, SPP1, AKR1C1, AKR1C2, GIMAP5, ADM, CCNB1, TKT, AGPS, RAN, NUDT9, HRASLS3, HLA-DQA1, NEU1, RARRES2, PAPOLA, ABCB6, BIRC5, FLJ20273, C14orf109, CHKA, TUBB2, HMGB3, TXNRD1, IFITM1, KIAA0992, MPPE1, KLRB1, CCL5, SYNE1, DNASE1L3, CYP2C18, PACSIN2, PON3, and PPP2R1B; b) calculating from said expression profile a global survival score and/or a survival without relapse score; and c) comparing the obtained global survival score and/or survival without relapse score each with a threshold value, wherein - a global survival/survival without relapse score strictly inferior to said threshold value indicates a good survival/survival without relapse prognosis, whereas - a global survival/survival without relapse score superior or equal to said threshold value indicates a bad survival/survival without relapse prognosis. - a global survival/survival without relapse score strictly inferior to said threshold value indicates a good survival/survival without relapse prognosis, whereas - a global survival/survival without relapse score superior or equal to said threshold value indicates a bad survival/survival without relapse prognosis.