mhurhangee/ep-ind-claims huggingface dataset:
A computer-implemented method comprising: training a neural network, wherein training the neural network comprises using metric learning and sub-word embeddings to train the neural network; receiving forensics information corresponding to a plurality of message attachments; generating, for each of the plurality of message attachments, a feature representation; inputting the feature representations into the neural network, wherein inputting the feature representations into the neural network results in a numeric representation for each of the plurality of message attachments; applying a clustering algorithm to cluster each of the plurality of message attachments based on the numeric representations, resulting in clustering information; extracting, from the clustering information, one or more indicators of compromise indicating that one or more of the plurality of attachments corresponds to a threat campaign; and sending, to an enterprise user device, user interface information comprising the one or more indicators of compromise, wherein sending the user interface information causes the enterprise user device to display a user interface identifying the one or more indicators of compromise. training a neural network, wherein training the neural network comprises using metric learning and sub-word embeddings to train the neural network; receiving forensics information corresponding to a plurality of message attachments; generating, for each of the plurality of message attachments, a feature representation; inputting the feature representations into the neural network, wherein inputting the feature representations into the neural network results in a numeric representation for each of the plurality of message attachments; applying a clustering algorithm to cluster each of the plurality of message attachments based on the numeric representations, resulting in clustering information; extracting, from the clustering information, one or more indicators of compromise indicating that one or more of the plurality of attachments corresponds to a threat campaign; and sending, to an enterprise user device, user interface information comprising the one or more indicators of compromise, wherein sending the user interface information causes the enterprise user device to display a user interface identifying the one or more indicators of compromise.
A nonwoven web, formed of spunlaid fibers comprising a first polyolefin, a second polyolefin, and a softness enhancer additive, wherein said composition used to make said fibers comprises between 5% and 25% by weight of said second polyolefin and between 0.05% to 1 % softness enhancer additive by weight of said fibers; wherein said softness enhancer additive comprises at least one of oleamide, erucamide, and or stearamide; and wherein the second polyolefin is a propylene copolymer and is a different polyolefin than the first polyolefin, wherein the nonwoven web is impressed with a first pattern of bond impressions, the first pattern of bond impressions defining a second pattern of unbonded raised regions, and the nonwoven web has undergone a hydroengorgement process following a calendar bonding process.
An input/output signal controller, comprising: a transmission part for outputting a transmission signal to a transmission path side, with termination resistors (r1, r2) connected to both ends; switching parts (Q1, Q2) connected to a constant voltage power source with the transmission path interposed, for switching on/off of power supply from the constant voltage power source and outputting the transmission signal to the transmission path, being the transmission signal from the transmission part; a reception part for receiving the transmission signal from the transmission path; a detection part connected between the constant voltage power source and the switching parts (Q1, Q2), for detecting output of the transmission signal flowing through the switching parts (Q1, Q2) from the transmission part; the controller being characterised by a selection part for selecting the reception part when the output of the transmission signal from the transmission part is not detected by the detection part. a transmission part for outputting a transmission signal to a transmission path side, with termination resistors (r1, r2) connected to both ends; switching parts (Q1, Q2) connected to a constant voltage power source with the transmission path interposed, for switching on/off of power supply from the constant voltage power source and outputting the transmission signal to the transmission path, being the transmission signal from the transmission part; a reception part for receiving the transmission signal from the transmission path; a detection part connected between the constant voltage power source and the switching parts (Q1, Q2), for detecting output of the transmission signal flowing through the switching parts (Q1, Q2) from the transmission part; the controller being characterised by a selection part for selecting the reception part when the output of the transmission signal from the transmission part is not detected by the detection part.
Process for producing a polycarbonate by the interfacial process comprising at least the following steps: (a) dissolving a diphenol or two or more different diphenols in an aqueous phase and dissolving a carbonyl halide in an organic solvent, (b) reacting the diphenol dissolved in the aqueous phase or the two or more different diphenols dissolved in the aqueous phase with the carbonyl halide dissolved in the organic solvent to afford a polycarbonate dissolved in the organic solvent, (c) supplying this polycarbonate dissolved in the organic solvent to step (d), (d) removing the polycarbonate obtained in step (b) from the organic solvent and recycling the organic solvent to step (a), wherein the organic solvent comprises the following components: methylene chloride 0% to 99.65% by weight, chlorobenzene 0% to 99.65% by weight, chloroform 0% to 99.65% by weight, chloroethane 0.3% to 10% by weight, tetrachloromethane 0.05% to 7.0% by weight, other components 0% to 2.0% by weight, wherein the sum of the contents of methylene chloride, chlorobenzene and chloroform is at least 81.00% by weight and at most 99.65% by weight and wherein the sum of the contents of methylene chloride, chlorobenzene and chloroform plus the sum of the contents of chloroethane, tetrachloroethane and the other components is 100% by weight. (a) dissolving a diphenol or two or more different diphenols in an aqueous phase and dissolving a carbonyl halide in an organic solvent, (b) reacting the diphenol dissolved in the aqueous phase or the two or more different diphenols dissolved in the aqueous phase with the carbonyl halide dissolved in the organic solvent to afford a polycarbonate dissolved in the organic solvent, (c) supplying this polycarbonate dissolved in the organic solvent to step (d), (d) removing the polycarbonate obtained in step (b) from the organic solvent and recycling the organic solvent to step (a),
A method for wireless communications performed by a wireless node, comprising: monitoring for downlink positioning reference signals, PRS, transmitted, from one or more base stations, BSs, within a narrowband region of a wider system bandwidth, charatcerised in that the downlink PRS are repeated within a single tone of a subframe; and estimating timing from the one or more BSs based on the downlink PRS. monitoring for downlink positioning reference signals, PRS, transmitted, from one or more base stations, BSs, within a narrowband region of a wider system bandwidth, charatcerised in that the downlink PRS are repeated within a single tone of a subframe; and estimating timing from the one or more BSs based on the downlink PRS.
A beta-galactosidase mutant having improved thermal stability or enzymatic activity, by deleting C-terminus of a beta-galactosidase represented by an amino acid sequence of SEQ ID NO: 3, wherein the deletion of C-terminus is selected from the group consisting of: a) a C-terminal deletion mutation after amino acid residue 873; b) a C-terminal deletion mutation after amino acid residue 950; c) a C-terminal deletion mutation after amino acid residue 1000; d) a C-terminal deletion mutation after amino acid residue 1059; e) a C-terminal deletion mutation after amino acid residue 1115; f) a C-terminal deletion mutation after amino acid residue 1164; and g) a C-terminal deletion mutation after amino acid residue 1350. a) a C-terminal deletion mutation after amino acid residue 873; b) a C-terminal deletion mutation after amino acid residue 950; c) a C-terminal deletion mutation after amino acid residue 1000; d) a C-terminal deletion mutation after amino acid residue 1059; e) a C-terminal deletion mutation after amino acid residue 1115; f) a C-terminal deletion mutation after amino acid residue 1164; and g) a C-terminal deletion mutation after amino acid residue 1350.
A biomedical sensor system (100, 400, 500, 600, 700, 800, 900) comprising: a hub (102, 402, 502, 602, 702, 802, 902); a sensor (104, 204, 404, 504, 604, 704, 804, 904) adapted to create a signal based on a physiological characteristic from a subject, the signal including at least one of an electromagnetic signal, an electrical signal, an acoustic signal, a mechanical signal, a thermal signal, and a chemical signal; a connector (106, 206, 306, 406, 706, 806, 906) coupled to the sensor, the connector adapted to be further coupled to the hub to provide a pathway between the hub and the sensor for the signal, the connector having a variable length; wherein the connector comprises a viscoelastic support member (164, 166, 264, 364, 464, 564, 664, 764, 864, 964) having a variable length; and a conductor (162, 252, 262, 362, 462, 662, 762, 862, 962) coupled to the support member, the conductor including at least one bend (165, 265, 365, 465) to accommodate the variable length of the viscoelastic support member; characterized in that the viscoelastic support member includes a linear low-density polyethylene (LLDPE) /polyethylene foam/LLDPE trilayer laminate. a hub (102, 402, 502, 602, 702, 802, 902); a sensor (104, 204, 404, 504, 604, 704, 804, 904) adapted to create a signal based on a physiological characteristic from a subject, the signal including at least one of an electromagnetic signal, an electrical signal, an acoustic signal, a mechanical signal, a thermal signal, and a chemical signal; a connector (106, 206, 306, 406, 706, 806, 906) coupled to the sensor, the connector adapted to be further coupled to the hub to provide a pathway between the hub and the sensor for the signal, the connector having a variable length; a viscoelastic support member (164, 166, 264, 364, 464, 564, 664, 764, 864, 964) having a variable length; and a conductor (162, 252, 262, 362, 462, 662, 762, 862, 962) coupled to the support member, the conductor including at least one bend (165, 265, 365, 465) to accommodate the variable length of the viscoelastic support member; characterized in that the viscoelastic support member includes a linear low-density polyethylene (LLDPE) /polyethylene foam/LLDPE trilayer laminate.
Method of determining the number and positioning of DPI, deep packet inspection, probes in a communication network, the DPI probes constituting a DPI component, permitting analysis of the "deep packet inspection" type of data packets intercepted on the network, characterised in that it comprises steps consisting in: a- starting from a group of parent individuals (GPi), generating a population of child individuals (PEi), each individual corresponding to a possible configuration of the DPI component in terms of the number and positioning of DPI probes in the communication network; b- for each individual (Ij) of the population of child individuals (PEi), simulating the behaviour of the communication network equipped with the DPI component corresponding to said individual; c- evaluating a value (Hj) of a cost function for said individual as a function especially of the simulated behaviour; d- selecting from said population of child individuals (PEi) a group of child individuals (GEi) exhibiting the lowest values of the cost function; and as long as a convergence condition is not complied with, iterating steps a to d taking the group of child individuals of the current iteration (GEi) as the group of parent individuals for the following iteration (GPi+1), otherwise retaining an individual from the group of child individuals as the solution individual (Is), the solution individual giving the optimal configuration of the DPI component. a- starting from a group of parent individuals (GPi), generating a population of child individuals (PEi), each individual corresponding to a possible configuration of the DPI component in terms of the number and positioning of DPI probes in the communication network; b- for each individual (Ij) of the population of child individuals (PEi), simulating the behaviour of the communication network equipped with the DPI component corresponding to said individual; c- evaluating a value (Hj) of a cost function for said individual as a function especially of the simulated behaviour; d- selecting from said population of child individuals (PEi) a group of child individuals (GEi) exhibiting the lowest values of the cost function; and
Electronic switch assembly associable with a device-holder box comprising: - a closing frame for closing said device-holder box, said closing frame comprising at least one device engagement seat; - at least one electronic switch device adapted to engage in said at least one engagement seat of said closing frame and comprising in its inside a control unit for controlling said electronic switch device; - a covering plate arranged to engage in a removable manner on the visible face of said closing frame in a manner such to hide from view said closing frame and said at least one electronic switch device; - user interface means (13, 14) adapted to generate an actuation signal corresponding to a user's command; - a processing and control unit connected to said user interface means (13, 14) and to said control unit and configured to control said device by means of said control unit on the basis of said actuation signal, said processing and control unit and said user interface means (13, 14) being associated with said covering plate. - a closing frame for closing said device-holder box, said closing frame comprising at least one device engagement seat; - at least one electronic switch device adapted to engage in said at least one engagement seat of said closing frame and comprising in its inside a control unit for controlling said electronic switch device; - a covering plate arranged to engage in a removable manner on the visible face of said closing frame in a manner such to hide from view said closing frame and said at least one electronic switch device; - user interface means (13, 14) adapted to generate an actuation signal corresponding to a user's command; - a processing and control unit connected to said user interface means (13, 14) and to said control unit and configured to control said device by means of said control unit on the basis of said actuation signal, said processing and control unit and said user interface means (13, 14) being associated with said covering plate.
A battery containing body, wherein the battery containing body has a flat shape; a handle is provided at an end portion on a front side in a direction of insertion to a chassis; and when the battery containing body is inserted upright, a recess portion for supporting a lower end portion is provided at the lower end portion.
A system for a vehicle having a vehicle frame, the vehicle frame having a pair of side portions extending between a top portion and a bottom portion that collectively define a front opening there within, said system comprising: a window assembly having an upper edge, a lower edge, a first side edge and a second side edge each extending between said upper edge and said lower edge, said first side edge opposite said second side edge, said window assembly adapted to be installed within the front opening of the vehicle frame such that said upper edge is positioned adjacent to the top portion and said lower edge is positioned adjacent to the bottom portion and such that said first and second side edge are positioned adjacent to a respective one of the pair of side portions, said window assembly comprising; an inner transparent sheet, an outer transparent sheet, and an interlayer of polymer disposed between said inner transparent sheet and said outer transparent sheet, wherein a first portion of said interlayer has a first variable thickness profile and wherein a second portion of said interlayer has a second variable thickness profile, said first portion of said interlayer distinct from said second portion of said interlayer; and a front-facing camera positioned within the vehicle for receiving light transmissions from an object located outside the vehicle through said first portion, wherein said first variable thickness profile is configured to reduce or minimize light displacement associated with light reflectance of the light transmissions within said window assembly traveling from said object to said front-facing camera through said first portion. a window assembly having an upper edge, a lower edge, a first side edge and a second side edge each extending between said upper edge and said lower edge, said first side edge opposite said second side edge, said window assembly adapted to be installed within the front opening of the vehicle frame such that said upper edge is positioned adjacent to the top portion and said lower edge is positioned adjacent to the bottom portion and such that said first and second side edge are positioned adjacent to a respective one of the pair of side portions, said window assembly comprising; an inner transparent sheet, an outer transparent sheet, and an interlayer of polymer disposed between said inner transparent sheet and said outer transparent sheet, wherein a first portion of said interlayer has a first variable thickness profile and wherein a second portion of said interlayer has a second variable thickness profile, said first portion of said interlayer distinct from said second portion of said interlayer; and a front-facing camera positioned within the vehicle for receiving light transmissions from an object located outside the vehicle through said first portion, wherein said first variable thickness profile is configured to reduce or minimize light displacement associated with light reflectance of the light transmissions within said window assembly traveling from said object to said front-facing camera through said first portion.
A homodimer consisting of covalently linked monomer peptides, each monomer consisting of the amino acid sequence CQQYNSYPLT (SEQ ID NO:1), wherein the monomer peptides are linked by a disulphide bond between the N-terminal cysteine residues of the monomers, or a pharmaceutically acceptable salt of the homodimer, for use in the treatment or prevention of hyperinsulinaemia, hyperglucagonaemia, glucose intolerance, and/or insulin resistance in a mammalian subject by oral administration.
System for producing or producing and handling of glazing bars which are separated from workpieces by means of a processing machine, in particular a moulder machine, in which the workpieces are processed with tools on the longitudinal sides and which have an inlet and an outlet for the workpieces from which the glazing bar is completely separated from the workpiece by means of at least two tools (10, 16) during passage of the workpiece through the processing machine, which glazing bar is finish-profiled on the longitudinal sides during passage, wherein one tool sits on a horizontal spindle, which is located in the transport path of the workpiece in the region above the workpiece and the other tool has an axis of rotation located obliquely to the transport direction of the workpiece and has a frustroconical milling tool and a saw blade, characterized in that the other tool has a splitting wedge located downstream thereof which forms a support for the glazing bar.
A method of hermetically sealing a fill hole (42, 44) in a glass package, the glass package including a first glass plate and a second glass plate, an outer peripheral portion of the first glass plate being attached and sealed to an outer peripheral portion of the second glass plate, with the first glass plate spaced from the second glass plate defining a cell cavity between the first glass plate and the second glass plate, at least one fill hole (42, 44) passing through the second glass plate, in communication with the cell cavity, the cell cavity being filled with a heat sensitive liquid, said method being characterized in that it includes the steps of: obtaining a glass patch (52, 54) having an inner surface and an outer surface and a loop-shaped sealing line on the inner surface of the glass patch (52, 54); placing the inner surface of the glass patch (52, 54) on an outer surface of the second glass plate, over the at least one fill hole (42, 44) with the sealing line surrounding the at least one fill hole (42,44); and uniformly heating the sealing line with a focused high intensity beam of light having a wavelength outside of the absorbing range of the cell components to a substantially uniform temperature at least as high as a melting temperature of the sealing line to melt the sealing line and thereby hermetically seal the fill hole (42, 44) with the glass patch (52, 54) without heating the heat sensitive liquid to a temperature over 150°C. obtaining a glass patch (52, 54) having an inner surface and an outer surface and a loop-shaped sealing line on the inner surface of the glass patch (52, 54); placing the inner surface of the glass patch (52, 54) on an outer surface of the second glass plate, over the at least one fill hole (42, 44) with the sealing line surrounding the at least one fill hole (42,44); and uniformly heating the sealing line with a focused high intensity beam of light having a wavelength outside of the absorbing range of the cell components to a substantially uniform temperature at least as high as a melting temperature of the sealing line to melt the sealing line and thereby hermetically seal the fill hole (42, 44) with the glass patch (52, 54) without heating the heat sensitive liquid to a temperature over 150°C.
A negative pressure wound therapy dressing configured for treating a circumferential surface, comprising: a cover layer; a wound contact layer; a plurality of spacer sections positioned between the cover layer and the wound contact layer, each section separated from another section by a gap region therebetween, wherein the cover layer and the wound contact layer are configured to be sealed together at the one or more gap regions; a port configured to be connected to a source of negative pressure; and a connector configured to fluidically connect each of the plurality of spacer sections with the port. a cover layer; a wound contact layer; a plurality of spacer sections positioned between the cover layer and the wound contact layer, each section separated from another section by a gap region therebetween, wherein the cover layer and the wound contact layer are configured to be sealed together at the one or more gap regions; a port configured to be connected to a source of negative pressure; and a connector configured to fluidically connect each of the plurality of spacer sections with the port.