mhurhangee/ep-ind-claims huggingface dataset:
An explanation system for enhancing cybersecurity anomaly explainability, the explanation system comprising: a memory; and a processor in operable communication with the memory, the processor configured to perform cybersecurity anomaly explanation steps which include (a) obtaining at least two user behavior vectors, each user behavior vector derived from a trained collaborative filter, each user behavior vector including at least one latent feature, each user behavior vector corresponding to at least one behavior of a user with respect to a monitored computing system, (b) computing a similarity of user behavior based on a distance between user behavior vectors and on a similarity threshold, and (c) producing an explanation of a cybersecurity anomaly which is based at least on a change in user behavior similarity and which describes the change in user behavior similarity; whereby the system enhances explainability of cybersecurity anomalies which are detected using the trained collaborative filter by associating in the explanation a collaborative filter anomaly detection result with a change in behavior of an identified user. a memory; and a processor in operable communication with the memory, the processor configured to perform cybersecurity anomaly explanation steps which include (a) obtaining at least two user behavior vectors, each user behavior vector derived from a trained collaborative filter, each user behavior vector including at least one latent feature, each user behavior vector corresponding to at least one behavior of a user with respect to a monitored computing system, (b) computing a similarity of user behavior based on a distance between user behavior vectors and on a similarity threshold, and (c) producing an explanation of a cybersecurity anomaly which is based at least on a change in user behavior similarity and which describes the change in user behavior similarity; whereby the system enhances explainability of cybersecurity anomalies which are detected using the trained collaborative filter by associating in the explanation a collaborative filter anomaly detection result with a change in behavior of an identified user.
Electronic assembly, comprising: a. an electronics housing, which is accessible from a cover side and can be closed with a cover or a cover component and in which electronics are arranged, characterized in that the electronic assembly further comprises: b. two adapter arrangements (1, 1') of mutually corresponding design, which are arranged on opposite housing end faces (53, 54) of the electronics housing interchangeably in receptacles of the electronics housing and are inserted therein from the cover side, c. wherein each of the adapter arrangements (1, 1') is designed for connecting electrical lines to an electronics housing, having an adapter housing (11, 11') which has an interior space and which has an opening (131, 141) on each of two mutually opposite end sides (13, 14), and having a plug connector (12, 12') which is arranged in the interior space of the adapter housing (11, 11') and is accessible in each case through the openings (131, 141), d. wherein each of the adapter arrangements (1, 1') further comprises a connecting region having a fastening means (23, 23') for fastening a second corresponding adapter arrangement (1', 1) and a sealing region, which is arranged in the receptacle, having two sealing rings (21, 22) for sealing arrangement in the electronics housing, wherein the sealing rings (21, 22) are arranged one behind the other in a direction of extension of the adapter housing. a. an electronics housing, which is accessible from a cover side and can be closed with a cover or a cover component and in which electronics are arranged, b. two adapter arrangements (1, 1') of mutually corresponding design, which are arranged on opposite housing end faces (53, 54) of the electronics housing interchangeably in receptacles of the electronics housing and are inserted therein from the cover side, c. wherein each of the adapter arrangements (1, 1') is designed for connecting electrical lines to an electronics housing, having an adapter housing (11, 11') which has an interior space and which has an opening (131, 141) on each of two mutually opposite end sides (13, 14), and having a plug connector (12, 12') which is arranged in the interior space of the adapter housing (11, 11') and is accessible in each case through the openings (131, 141), d. wherein each of the adapter arrangements (1, 1') further comprises a connecting region having a fastening means (23, 23') for fastening a second corresponding adapter arrangement (1', 1) and a sealing region, which is arranged in the receptacle, having two sealing rings (21, 22) for sealing arrangement in the electronics housing, wherein the sealing rings (21, 22) are arranged one behind the other in a direction of extension of the adapter housing.
A system, comprising: a hydraulic suspension system including: a front suspension actuator, and a front suspension pressure sensor associated with the front suspension actuator; a tire inflation system; and one or more processing circuits comprising one or more memory devices coupled to one or more processors, the one or more memory devices configured to store instructions thereon that, when executed by the one or more processors, cause the one or more processors to: determine a dynamic weight based on information received from the front suspension pressure sensor of the hydraulic suspension system, the system being characterized in that said instructions further cause said one or more processors to: determine a current front axle lead ratio based on the dynamic weight, determine a target front axle lead ratio, and control operation of the tire inflation system to adjust from the current front axle lead ratio to the target front axle lead ratio. a hydraulic suspension system including: a front suspension actuator, and a front suspension pressure sensor associated with the front suspension actuator; a front suspension actuator, and a front suspension pressure sensor associated with the front suspension actuator; a tire inflation system; and one or more processing circuits comprising one or more memory devices coupled to one or more processors, the one or more memory devices configured to store instructions thereon that, when executed by the one or more processors, cause the one or more processors to: determine a dynamic weight based on information received from the front suspension pressure sensor of the hydraulic suspension system, the system being characterized in that said instructions further cause said one or more processors to: determine a current front axle lead ratio based on the dynamic weight, determine a target front axle lead ratio, and control operation of the tire inflation system to adjust from the current front axle lead ratio to the target front axle lead ratio. determine a dynamic weight based on information received from the front suspension pressure sensor of the hydraulic suspension system, the system being characterized in that said instructions further cause said one or more processors to: determine a current front axle lead ratio based on the dynamic weight, determine a target front axle lead ratio, and control operation of the tire inflation system to adjust from the current front axle lead ratio to the target front axle lead ratio. determine a current front axle lead ratio based on the dynamic weight, determine a target front axle lead ratio, and control operation of the tire inflation system to adjust from the current front axle lead ratio to the target front axle lead ratio.
A cooling system for removing heat from a heat source fluid cooling circuit, the cooling system comprising: a first fluid manifold for flow of a heat transfer fluid, the first fluid manifold comprising a flow inlet and a flow outlet; a heat exchanger and a heat sink unit each in heat transfer communication with the first fluid manifold; characterised in that, in a first mode of operation, heat transfer fluid enters the flow inlet and part of the heat transfer fluid flow is controlled to be in heat transfer communication with the heat exchanger, and the remainder of the heat transfer fluid flow is controlled to be in heat transfer communication with the heat sink unit, after which the flows are combined before passing through the flow outlet; and in a second mode of operation, heat transfer fluid enters the flow inlet and all of the heat transfer fluid flow is controlled to first be in heat transfer communication with the heat sink unit and then in heat transfer communication with the heat exchanger. a first fluid manifold for flow of a heat transfer fluid, the first fluid manifold comprising a flow inlet and a flow outlet; a heat exchanger and a heat sink unit each in heat transfer communication with the first fluid manifold; characterised in that, in a first mode of operation, heat transfer fluid enters the flow inlet and part of the heat transfer fluid flow is controlled to be in heat transfer communication with the heat exchanger, and the remainder of the heat transfer fluid flow is controlled to be in heat transfer communication with the heat sink unit, after which the flows are combined before passing through the flow outlet; and in a second mode of operation, heat transfer fluid enters the flow inlet and all of the heat transfer fluid flow is controlled to first be in heat transfer communication with the heat sink unit and then in heat transfer communication with the heat exchanger.
A solar cell, comprising: a substrate having a front surface and a back surface opposite to the front surface; a first passivation layer, a second passivation layer and a third passivation layer sequentially formed on the front surface of the substrate and in a direction away from the substrate; wherein the first passivation layer includes a dielectric material; the second passivation layer includes a first Si u N v material, and a value of v/u is in a range of 1.3 to 1.7; and the third passivation layer includes a Si r O s material, and a value of s/r is in a range of 1.9 to 3.2; and a tunneling oxide layer and a doped conductive layer sequentially formed on the back surface of the substrate and in a direction away from the back surface, wherein the doped conductive layer and the substrate are doped to have a same conductivity type; characterized in that the third passivation layer includes a first silicon oxide sub-layer and a second silicon oxide sub-layer stacked in the direction away from the substrate, wherein the value of s/r of the Si r O s material of the first silicon oxide sub-layer is in a range of 1.9 to 2.2; the value of s/r of the Si r O s material of the second silicon oxide sub-layer is in a range of 2.2 to 3.2, and a refractive index of the first silicon oxide sub-layer is greater than a refractive index of the second silicon oxide sub-layer. a substrate having a front surface and a back surface opposite to the front surface; a first passivation layer, a second passivation layer and a third passivation layer sequentially formed on the front surface of the substrate and in a direction away from the substrate; wherein the first passivation layer includes a dielectric material; the second passivation layer includes a first Si u N v material, and a value of v/u is in a range of 1.3 to 1.7; and the third passivation layer includes a Si r O s material, and a value of s/r is in a range of 1.9 to 3.2; and a tunneling oxide layer and a doped conductive layer sequentially formed on the back surface of the substrate and in a direction away from the back surface, wherein the doped conductive layer and the substrate are doped to have a same conductivity type; characterized in that the third passivation layer includes a first silicon oxide sub-layer and a second silicon oxide sub-layer stacked in the direction away from the substrate, wherein the value of s/r of the Si r O s material of the first silicon oxide sub-layer is in a range of 1.9 to 2.2; the value of s/r of the Si r O s material of the second silicon oxide sub-layer is in a range of 2.2 to 3.2, and a refractive index of the first silicon oxide sub-layer is greater than a refractive index of the second silicon oxide sub-layer.
A graphics processing unit configured to process fragments, the graphics processing unit comprising: hidden surface removal logic configured to perform hidden surface removal on fragments, wherein one or more of the fragments have a shader-dependent property; and processing logic configured to execute shader programs for fragments, wherein a shader program for a particular one of the one or more fragments having the shader-dependent property is split into two stages; wherein the graphics processing unit is configured to: perform initial processing of fragments at the hidden surface removal logic, wherein said initial processing comprises performing a depth test on said particular fragment which has the shader-dependent property; and execute a first stage, but not a second stage, of the shader program for the particular fragment at the processing logic in response to the particular fragment passing the depth test of the initial processing in the hidden surface removal logic, wherein the first stage of the shader program comprises one or more instructions for determining the shader-dependent property of the particular fragment. hidden surface removal logic configured to perform hidden surface removal on fragments, wherein one or more of the fragments have a shader-dependent property; and processing logic configured to execute shader programs for fragments, wherein a shader program for a particular one of the one or more fragments having the shader-dependent property is split into two stages; wherein the graphics processing unit is configured to: perform initial processing of fragments at the hidden surface removal logic, wherein said initial processing comprises performing a depth test on said particular fragment which has the shader-dependent property; and execute a first stage, but not a second stage, of the shader program for the particular fragment at the processing logic in response to the particular fragment passing the depth test of the initial processing in the hidden surface removal logic, wherein the first stage of the shader program comprises one or more instructions for determining the shader-dependent property of the particular fragment. perform initial processing of fragments at the hidden surface removal logic, wherein said initial processing comprises performing a depth test on said particular fragment which has the shader-dependent property; and execute a first stage, but not a second stage, of the shader program for the particular fragment at the processing logic in response to the particular fragment passing the depth test of the initial processing in the hidden surface removal logic, wherein the first stage of the shader program comprises one or more instructions for determining the shader-dependent property of the particular fragment.
A fabric for a carbon fiber reinforced composite material, the fabric formed by partially binding a front texture, in which warp threads (B, D, F, H) and weft threads (1, 3, 5, 7) are carbon fibers, and a back texture, in which warp threads (A, C, E, G) and weft threads (2, 4, 6, 8) are thermoplastic resin fibers, at binding points so that the front texture and the back texture are integrated with each other, characterized in that the binding points where the front texture and the back texture are bound are 1 to 10 % of interlaced points of the warp (A, B, C, D, E, F, G) and weft threads (1, 2, 3, 4, 5, 6, 7, 8) of the front texture and the back texture, wherein the binding points are formed by weaving the weft threads (1, 3, 5, 7) of the front texture and the warp threads (A, C, E, G) of the back texture into each other at locations that are adjacent and subsequent to locations at which the warp threads (A, C, E, G) of the back texture are drawn over the weft threads (2, 4, 6, 8) of the back texture.
Tube-shaped pen for the application of semi-permanent gel nail polish, comprising a tube filled with semi-permanent gel nail polish and a cap, characterized in that the tube is provided with a micro-perforated tip made of soft silicone and the tube is configured so that the application of the semi-permanent gel nail polish is obtained through a slight pressure of the tube and the consequent leakage of the nail polish through the micro-perforated tip.
Casing of a heating, ventilating and/or air-conditioning unit, comprising: - a distribution channel connected to a first outlet channel and to a second outlet channel by a Y-shaped distributing zone, and - a control flap which pivots within the distributing zone about an axis of rotation (Δ) situated substantially at the intersection of the outlet channels (10, 11) and which comprises a first wing and a second wing that are substantially parallel to the axis of rotation (Δ) and offset radially with respect to the axis of rotation (Δ), being spaced apart from one another so as to define an intermediate channel, characterized in that the flap is designed such that: - in a first position, the first wing at least partially closes off the first outlet channel and the second wing is situated inside the distributing zone such that air can flow, notably via the intermediate channel, between the second outlet channel and the distribution channel, - in a second position, the first wing at least partially closes off the first outlet channel and the second wing at least partially closes off the second outlet channel, - in a third position, the second wing at least partially closes off the second outlet channel and the first wing is situated in the distributing zone such that air can flow between the first outlet channel and the distribution channel. - a distribution channel connected to a first outlet channel and to a second outlet channel by a Y-shaped distributing zone, and - a control flap which pivots within the distributing zone about an axis of rotation (Δ) situated substantially at the intersection of the outlet channels (10, 11) and which comprises a first wing and a second wing that are substantially parallel to the axis of rotation (Δ) and offset radially with respect to the axis of rotation (Δ), being spaced apart from one another so as to define an intermediate channel, - in a first position, the first wing at least partially closes off the first outlet channel and the second wing is situated inside the distributing zone such that air can flow, notably via the intermediate channel, between the second outlet channel and the distribution channel, - in a second position, the first wing at least partially closes off the first outlet channel and the second wing at least partially closes off the second outlet channel, - in a third position, the second wing at least partially closes off the second outlet channel and the first wing is situated in the distributing zone such that air can flow between the first outlet channel and the distribution channel.
A method for processing frequency offset, characterized by comprising: obtaining (102, 202, 302) a current frequency offset state, wherein the current frequency offset state comprises: a current antenna state and a current half-frame number; determining (104, 204) whether the current frequency offset state is consistent with a historical effective frequency offset state; wherein the historical effective frequency offset state is a frequency offset state corresponding to a correct decoding result; if it is determined yes, performing (106, 206) a pre-compensation to a fine frequency offset estimation according to the historical effective frequency offset state. obtaining (102, 202, 302) a current frequency offset state, wherein the current frequency offset state comprises: a current antenna state and a current half-frame number; determining (104, 204) whether the current frequency offset state is consistent with a historical effective frequency offset state; wherein the historical effective frequency offset state is a frequency offset state corresponding to a correct decoding result; if it is determined yes, performing (106, 206) a pre-compensation to a fine frequency offset estimation according to the historical effective frequency offset state.
Guide device, in particular for movable furniture parts, comprising a housing and a guide along which a carrier is movably mounted, wherein the carrier can be engaged together with an activator, in order to accelerate or retard a movable furniture part and the guide has at least one linear section and at least one angled section, on which the activator can be engaged with or disengaged from the carrier, whereby at least one damping element is provided by means of which an impact of the carrier on the guide or on the housing is avoided, characterized in that at least one curved damping element is provided on a transition between the angled section and the linear section.
A pack for cigarettes, wherein the pack has a cup-shaped box part for accommodating pack contents, in particular a cigarette group, and a lid for closing the box part and also a collar arranged in the box part, and wherein the pack has upright side walls, namely a large-surface-area front wall and an opposite rear wall and also narrow-side walls (22, 23) connecting the front wall and the rear wall, and wherein the side walls extend over the box part and the lid part and are connected together by upright folding lines, and wherein an intermediate surface is formed at two adjacent side walls (29, 30; 31, 32; 18, 30; 21, 32), said intermediate surface extending continuously over parts of the two adjacent side walls (29, 30; 31, 32; 18, 30; 21, 32) and interrupting the folding line between the two adjacent side walls (29, 30; 31, 32; 18, 30; 21, 32), and wherein, in the region of the intermediate surface, the adjacent side walls (29, 30; 31, 32; 18, 30; 21, 32) have a course that deviates from the plane of the respective side walls outside the intermediate surface, characterized in that the intermediate surface is bounded by a weakening line which is applied to the material of the side walls (29, 30; 31, 32; 18, 30; 21, 32), said weakening line running, preferably continuously, along the contour of the intermediate surface, wherein the weakening line is formed by a score and/or groove, and in that the adjacent side walls (29, 30; 31, 32; 18, 30; 21, 32), which have the intermediate surface, are arranged outside the region of the intermediate surface at an angle of ≥ 135°.
Method of identifying sensors (C1, C2, C3, C4) of an information system for vehicle of the type of those associating a plurality of sensors housed in the wheels and provided with a subassembly for transmitting the collected information towards a module for transmitting and receiving said collected information provided with at least one transmission/reception antenna, wherein each axle end is provided with twin wheels, an inner wheel and an outer wheel, each wheel accommodating a sensor provided (Ci or Ce) with a subassembly for transmitting, CHARACTERISED IN THAT it comprises varying the power of the transmission antenna in such a way that the transmission field of the antenna varies and includes or excludes the sensor(s) (Ci or Ce) arranged in its radius of action in such a way that through deduction, the module for transmitting and receiving will receive one or several streams of data, with the one no longer being received (via a decrease in power) or received in addition (via an increase in power) able to be identified in relation to the others.
A fuel tank for a vehicle, said fuel tank comprising a plurality of chambers (101a, 201b), said chambers fluidly connected so as to allow a flow of fuel between the chambers, and wherein at least one of the chambers comprises a flexible fluid container and said flexible fluid container is contained within an expandable rigid outer shell (201in, 201out), characterised in that the expandable rigid outer shell is provided with a latch mechanism to lock the rigid outer shell into any one of a plurality of expanded positions.