mhurhangee/ep-ind-claims huggingface dataset:
A method comprising: obtaining a first prediction model as a neural network, the first prediction model being a binarized neural network including two values of 1 and -1 as a plurality of parameters; wherein the first prediction model including learned parameters γ, σ, ε, β and μ used for uniformization processing included in prediction processing, the uniformization processing is indicated by the following equation: y = γ σ 2 + ε x + β − γμ σ 2 + ε wherein x indicates an input to the uniformization processing, and y indicates an output of the uniformization processing; calculating uniformization parameters s and t indicated by the following equations: s = γ σ 2 + ε t = β − γμ σ 2 + ε obtaining a second prediction model by applying the calculated uniformization parameters s and t to the equation of the uniformization processing; converting each negative numerical value in the plurality of parameters included in the second prediction model to a positive numerical value to obtain a converted prediction model, wherein when one element z is a negative numerical value, the element z is converted to p + z using a modulus p used for sharing, the plurality of parameters including the calculated uniformization parameters s and t, wherein the converting includes converting each value with a decimal fraction, in the plurality of parameters included in the second prediction model, to an integer value; and sharing the converted prediction model by a secret sharing method to obtain shared prediction models to be used for prediction processing while concealing an input data. obtaining a first prediction model as a neural network, the first prediction model being a binarized neural network including two values of 1 and -1 as a plurality of parameters; wherein the first prediction model including learned parameters γ, σ, ε, β and μ used for uniformization processing included in prediction processing, the uniformization processing is indicated by the following equation: y = γ σ 2 + ε x + β − γμ σ 2 + ε wherein x indicates an input to the uniformization processing, and y indicates an output of the uniformization processing; calculating uniformization parameters s and t indicated by the following equations: s = γ σ 2 + ε t = β − γμ σ 2 + ε obtaining a second prediction model by applying the calculated uniformization parameters s and t to the equation of the uniformization processing; converting each negative numerical value in the plurality of parameters included in the second prediction model to a positive numerical value to obtain a converted prediction model, wherein when one element z is a negative numerical value, the element z is converted to p + z using a modulus p used for sharing, the plurality of parameters including the calculated uniformization parameters s and t, wherein the converting includes converting each value with a decimal fraction, in the plurality of parameters included in the second prediction model, to an integer value; and sharing the converted prediction model by a secret sharing method to obtain shared prediction models to be used for prediction processing while concealing an input data.
Vehicle seat or vehicle cab comprising a suspension device having an upper cover part and a lower cover part that is deflectable relative to the upper cover part, which parts are resiliently interconnected by means of a suspension element, and comprising a damping device (25, 26) for damping vibrations acting on at least one of the two cover parts (3, 4), characterised in that the damping device (25, 26) and a distance-adjusting device for adjusting a distance between the upper cover part and the lower cover part comprise a common actuator fluid element controlled by pressure stages, it being possible for a defined conveyed quantity to be transferred from the tension-stage side to the pressure-stage side by means of a controllable conveying device.
An arrangement for securing a device intended to display signaling element on a mounting surface, said displaying device comprising a panel provided with a housing adapted to receive a signaling element, a lighting module for said signaling element comprising an elongated light source provided along a higher internal edge of said housing, said elongated light source consisting in a printed circuit board on which a plurality of electroluminescent diodes are mounted in alignment, a support housing intended to be mounted on said mounting surface, internally defining an accommodating volume for an electronic control module of said lighting module as well as means for securing said panel on said support housing, said support housing comprising clipping means suitable to cooperate, in a first mounting configuration on a wall mounting surface, with first complementary clipping means suitable to be fixed on a mounting wall covering the rear part of said housing to ensure the removable securing of said panel to said support housing in said first mounting configuration and, into a second mounting configuration on a ceiling mounting surface, with complementary second clipping means projecting from said higher internal edge of said housing to ensure the removable securing of said panel to said support housing in said second mounting configuration, characterized in that said support housing further comprises spring contacts to provide removable electric connection of said control module to electric terminals of said elongated light source, in order to cooperate, within said first mounting configuration, with a first connecting member associated to said first complementary clipping means and connected to said electric terminals of said elongated light source and, within said second mounting configuration, with a second connecting member associated to said second complementary clipping means and connected to said electric terminals of said elongated light source, so that the cooperation of said clipping means of said support housing respectively with said first and second complementary clipping means to ensure removable securing of said panel to said support housing respectively within said first and said second mounting configuration, makes it possible to jointly make said spring contacts to contact respectively said first and second connecting member.
A child seat device comprising a backrest, a seat and a tether system, the backrest being rotatably connected to the seat, the seat device having a sitting side and a back side, wherein the tether system comprises a shoulder strap and a crotch strap, the shoulder strap is arranged on the backrest, the crotch strap has a connecting end and a fixed end, the connecting end and the fixed end are respectively arranged on two opposite end portions of the length extension direction of the crotch strap, the portion of the crotch strap on the sitting side is a first strap segment, the connecting end is located on the first strap segment and can be detachably connected to one end of the shoulder strap, the fixed end is fixedly connected to the back side of the seat device, the seat device has a sitting-posture state and a lying-posture state, characterized in that the length of the first strap segment in the sitting-posture state is shorter than the length of the first strap segment in the lying-posture state, and during the transition process of the seat device from the sitting-posture state to the lying-posture state, the length of the first strap segment gradually becomes longer.
A method for manufacturing a solar cell panel, the method comprising: forming a stacked structure by stacking a first cover member, a first main sealing member, a solar cell string including a plurality of solar cells and a plurality of wiring members connecting the plurality of solar cells in one direction, a bus ribbon part including a bus ribbon connected to the solar cell string and extending outwards towards a periphery of the solar cell panel, a second main sealing member, and a second cover member; and laminating the stacked structure by applying heat and pressure to the stacked structure, wherein, in the forming the laminate structure, an additional sealing member is further positioned in a part of the stacked structure corresponding to the bus ribbon part between the first cover member and the second cover member, and wherein each of the first and second cover members (110, 120) is a glass substrate, characterized in that: an insulating member is provided between the solar cell string and the bus ribbon part in a part where the bus ribbon is overlapping at least a part of the solar cell string to insulate the bus ribbon from the at least a part of the solar cell string, and the additional sealing member is positioned opposite to the insulating member with respect to the solar cell string and between the first cover member and the first main sealing member. forming a stacked structure by stacking a first cover member, a first main sealing member, a solar cell string including a plurality of solar cells and a plurality of wiring members connecting the plurality of solar cells in one direction, a bus ribbon part including a bus ribbon connected to the solar cell string and extending outwards towards a periphery of the solar cell panel, a second main sealing member, and a second cover member; and laminating the stacked structure by applying heat and pressure to the stacked structure, wherein, in the forming the laminate structure, an additional sealing member is further positioned in a part of the stacked structure corresponding to the bus ribbon part between the first cover member and the second cover member, and wherein each of the first and second cover members (110, 120) is a glass substrate, characterized in that: an insulating member is provided between the solar cell string and the bus ribbon part in a part where the bus ribbon is overlapping at least a part of the solar cell string to insulate the bus ribbon from the at least a part of the solar cell string, and the additional sealing member is positioned opposite to the insulating member with respect to the solar cell string and between the first cover member and the first main sealing member. an insulating member is provided between the solar cell string and the bus ribbon part in a part where the bus ribbon is overlapping at least a part of the solar cell string to insulate the bus ribbon from the at least a part of the solar cell string, and the additional sealing member is positioned opposite to the insulating member with respect to the solar cell string and between the first cover member and the first main sealing member.
An atomizing head comprising a contacting member, an atomizing core and a core seat, wherein an atomizing cavity is formed in the core seat, the atomizing core is connected to the core seat, the atomizing core is a porous ceramic body, a conductive member is provided on the atomizing core, the contacting member is in contact with the conductive member to realize an electrical connection between the contacting member and the atomizing core; the core seat is provided with a through hole, the through hole is configured to install the atomizing core, and the through hole is in communication with the atomizing cavity; when the atomizing core is inserted in the through hole and installed on the core seat, the atomizing core is at least partially received in the atomizing cavity; characterized in that the core seat is provided with a first side surface, a second side surface, a third side surface and a fourth side surface, the area of the first side surface and the second side surface is smaller than that of the third side surface and the fourth side surface, a gap is formed between the first side surface or the second side surface and an inner wall of the liquid storage cavity, while the third side surface and the fourth side surface tightly abut against the inner wall of the liquid storage cavity, the through hole extends through the first side surface and the second side surface of the core seat in a direction perpendicular to an axial direction of the core seat. the core seat is provided with a through hole, the through hole is configured to install the atomizing core, and the through hole is in communication with the atomizing cavity; when the atomizing core is inserted in the through hole and installed on the core seat, the atomizing core is at least partially received in the atomizing cavity; characterized in that the core seat is provided with a first side surface, a second side surface, a third side surface and a fourth side surface, the area of the first side surface and the second side surface is smaller than that of the third side surface and the fourth side surface, a gap is formed between the first side surface or the second side surface and an inner wall of the liquid storage cavity, while the third side surface and the fourth side surface tightly abut against the inner wall of the liquid storage cavity, the through hole extends through the first side surface and the second side surface of the core seat in a direction perpendicular to an axial direction of the core seat.
A stator of an axial flow electric machine, comprising: - a toroidal core extending around an axis and comprising at least one annular receiving surface; - a plurality of teeth, positioned in contact on the receiving surface and extending away from the receiving surface along said axis, each of the teeth comprising a first tangential surface facing towards the axis and a second tangential surface which is opposite to the first tangential surface; - a plurality of windings, angularly distributed around the axis and operating in conjunction with the core and the teeth for linking a magnetic flow passing through the core and the teeth, characterised in that at least one of the teeth comprises, on at least one of the tangential surfaces (4c, 4d), a shaped profile forming at least one gripping surface facing in the opposite direction with reference to the toroidal core, and also being characterised in that the stator comprises a resin matrix binding together at least the toroidal core and the teeth. - a toroidal core extending around an axis and comprising at least one annular receiving surface; - a plurality of teeth, positioned in contact on the receiving surface and extending away from the receiving surface along said axis, each of the teeth comprising a first tangential surface facing towards the axis and a second tangential surface which is opposite to the first tangential surface; - a plurality of windings, angularly distributed around the axis and operating in conjunction with the core and the teeth for linking a magnetic flow passing through the core and the teeth,
A probiotic fruit juice drink consisting of fruit juice and probiotic bacteria and optionally add-back flavors and/or aromas, wherein the probiotic bacteria are Lactobacillus plantarum HEAL 9, DSM 15312, in combination with Lactobacillus paracasei 8700:2, DSM 13434; wherein the fruit juice consists of orange juice and a gas formation reducer which is acerola juice; and wherein the orange juice and acerola juice together total 100 % (w/w) of the fruit juice, wherein the orange juice is present in the range of 80-95 % (w/w) and the gas formation reducer is present in the range of 5-20 % (w/w).
Box with integrated inserts comprising: - A base. - Two emerging larger lateral sides from the base long sides and attached to the base by folding lines and. - Two sides emerging under the smaller sides of the base and attached to the base by folding lines, presenting inclined side edges in a divergent direction from the base. - Flaps for creating the box emerging from the ends of the larger lateral sides, and which are joined to the larger lateral sides by folding lines. - A closing lid emerging from the edge of one of the larger sides and connected by a fold line, having said closing lid on its free edge a closing flap bound by a fold line. - Extensions connected to the smaller lateral sides by a double folding line. Characterized by further features: Some cuts and score lines made on the base and smaller lateral sides, which form a surface in the creation of the box used to define some inserts, leaving the surface raised regarding the base, being attached to the base by a few sections and, which are attached to the base by a fold line and the surface by a fold line. - A base. - Two emerging larger lateral sides from the base long sides and attached to the base by folding lines and. - Two sides emerging under the smaller sides of the base and attached to the base by folding lines, presenting inclined side edges in a divergent direction from the base. - Flaps for creating the box emerging from the ends of the larger lateral sides, and which are joined to the larger lateral sides by folding lines. - A closing lid emerging from the edge of one of the larger sides and connected by a fold line, having said closing lid on its free edge a closing flap bound by a fold line. - Extensions connected to the smaller lateral sides by a double folding line. Some cuts and score lines made on the base and smaller lateral sides, which form a surface in the creation of the box used to define some inserts, leaving the surface raised regarding the base, being attached to the base by a few sections and, which are attached to the base by a fold line and the surface by a fold line.
Use of an alkali metal salt derivative of a vinyl aromatic monomer having general formula wherein the alkali metal is selected from lithium, sodium, and potassium; and R is selected from groups of formula and: wherein x is an integer of from 1 to 10; n is an integer of from 2 to 10; R 1 and R 2 groups within a repeat unit and in different repeat units are independently selected from a hydrogen atom and an alkyl group having from 1 to 4 carbon atoms; and R 3 and R 4 are independently selected from alkyl groups containing from 1 to 10 carbon atoms, aryl groups having 6 to 10 carbon atoms, allyl groups having 3 to 10 carbon atoms, and alkyloxy groups having the structural formula -(CH 2) y -O-(CH 2) z -CH 3, wherein y is an integer of from 1 to 10 and z is an integer of from 1 to 10; as initiator for the copolymerization of i) one or more conjugated diene monomers and ii) one or more vinyl aromatic monomers. the alkali metal is selected from lithium, sodium, and potassium; and R is selected from groups of formula and: x is an integer of from 1 to 10; n is an integer of from 2 to 10; R 1 and R 2 groups within a repeat unit and in different repeat units are independently selected from a hydrogen atom and an alkyl group having from 1 to 4 carbon atoms; and R 3 and R 4 are independently selected from alkyl groups containing from 1 to 10 carbon atoms, aryl groups having 6 to 10 carbon atoms, allyl groups having 3 to 10 carbon atoms, and alkyloxy groups having the structural formula -(CH 2) y -O-(CH 2) z -CH 3, wherein y is an integer of from 1 to 10 and z is an integer of from 1 to 10;
An apparatus for the removal of liquids from deformable containers, with a first holding device for holding a first region of a container and with a second holding device for holding a second region of the container, wherein this second region is arranged at a distance from the first region, with a removal device for removing liquid from the container and with a drive device which moves the second holding device in a pre-set direction of movement with respect to the first holding device, characterised in that the removal device is arranged on the apparatus in a removable manner and at least one element of the removal device is designed in the form of a one-way element wherein the removal device has a flow connection body which projects at least locally into the container in order to remove the liquid..
An optical probe suitable for measuring the level of a liquid in a tank, comprising: - a transparent and refracting optical waveguide suitable for receiving an injection of a collimated light beam at a predetermined angle of incidence, said optical waveguide being configured to internally reflect the collimated light beam according to a total reflection regime in any part of the optical waveguide located in a gaseous medium and to refract the collimated light beam according to a refraction regime in any part of the optical waveguide immersed in a liquid medium, said optical waveguide being capable of switching from the total reflection regime to the refraction regime at the interface between the gaseous medium and the liquid medium, - mirrors arranged around said optical waveguide with a spacing between said mirrors and said optical waveguide and suitable for reversing the path of a collimated light beam refracted by the optical waveguide, and - a telemetry tool suitable for injecting the light beam in the form of a light pulse into said optical waveguide and for receiving in return the collimated and reversed light beam making it possible to measure the length of the optical path travelled by the light beam and to deduce therefrom the level of the liquid in the tank. - a transparent and refracting optical waveguide suitable for receiving an injection of a collimated light beam at a predetermined angle of incidence, said optical waveguide being configured to internally reflect the collimated light beam according to a total reflection regime in any part of the optical waveguide located in a gaseous medium and to refract the collimated light beam according to a refraction regime in any part of the optical waveguide immersed in a liquid medium, said optical waveguide being capable of switching from the total reflection regime to the refraction regime at the interface between the gaseous medium and the liquid medium, - mirrors arranged around said optical waveguide with a spacing between said mirrors and said optical waveguide and suitable for reversing the path of a collimated light beam refracted by the optical waveguide, and - a telemetry tool suitable for injecting the light beam in the form of a light pulse into said optical waveguide and for receiving in return the collimated and reversed light beam making it possible to measure the length of the optical path travelled by the light beam and to deduce therefrom the level of the liquid in the tank.