mhurhangee/ep-ind-claims huggingface dataset:
Method for monitoring a telecommunication network comprising at least one access node, a plurality of client devices, and a plurality of telecommunication lines connecting said at least one access node to respective client devices, the method being executed by a monitoring device, the method comprising the following steps: - determining a training set associated with the telecommunication network, said training set including a plurality of training examples, a training example specifying: - features related to the functioning of a telecommunication line, and - a label, - for at least one of said label: - clustering the training examples associated with said label, thereby determining a plurality of clusters associated with said label, - determining weights associated with the respective clusters, wherein the weight associated with a cluster is determined as a function of a position of said cluster in a feature space and as a function of said label, and - resampling said clusters according to said weights, thereby determining resampled clusters, - determining a resampled training set according to said resampled clusters, - training a machine learning model according to said resampled training set, thereby determining a trained machine learning model configured for determining or predicting a label as a function of operational data related to the functioning of a telecommunication line. - determining a training set associated with the telecommunication network, said training set including a plurality of training examples, a training example specifying: - features related to the functioning of a telecommunication line, and - a label, - features related to the functioning of a telecommunication line, and - a label, - for at least one of said label: - clustering the training examples associated with said label, thereby determining a plurality of clusters associated with said label, - determining weights associated with the respective clusters, wherein the weight associated with a cluster is determined as a function of a position of said cluster in a feature space and as a function of said label, and - resampling said clusters according to said weights, thereby determining resampled clusters, - clustering the training examples associated with said label, thereby determining a plurality of clusters associated with said label, - determining weights associated with the respective clusters, wherein the weight associated with a cluster is determined as a function of a position of said cluster in a feature space and as a function of said label, and - resampling said clusters according to said weights, thereby determining resampled clusters, - determining a resampled training set according to said resampled clusters, - training a machine learning model according to said resampled training set, thereby determining a trained machine learning model configured for determining or predicting a label as a function of operational data related to the functioning of a telecommunication line.
A reception device, comprising: a receiver which receives signals compliant with a DVB-T2 standard, wherein the signals include profile information indicating profile types of the signals and a mixture signal indicating whether the signal includes signals having only a single profile type or a mixture of signals having at least two profile types; a signal controller; a demodulator which demodulates signals supplied by the signal controller; and a profile information recognizer (44, 51) which recognizes the profile information indicating the profile types which are the configurations of the signals received by the receiver, wherein the signal controller supplies only a signal having a predetermined profile type, of the signals received by the receiver, to the demodulator only when the mixture signal indicates only a single profile type and supplies a signal having a profile type different from the predetermined profile type to the demodulator when the mixture signal indicates a mixture of signals having at least two profile types. a receiver which receives signals compliant with a DVB-T2 standard, wherein the signals include profile information indicating profile types of the signals and a mixture signal indicating whether the signal includes signals having only a single profile type or a mixture of signals having at least two profile types; a signal controller; a demodulator which demodulates signals supplied by the signal controller; and a profile information recognizer (44, 51) which recognizes the profile information indicating the profile types which are the configurations of the signals received by the receiver, wherein the signal controller supplies only a signal having a predetermined profile type, of the signals received by the receiver, to the demodulator only when the mixture signal indicates only a single profile type and supplies a signal having a profile type different from the predetermined profile type to the demodulator when the mixture signal indicates a mixture of signals having at least two profile types.
A capacitor structure, comprising: a semiconductor substrate, wherein an insulating layer disposed on a backside of the semiconductor substrate forming a wafer-backside trench isolation structure (504, 505, 506, 507); a first vertical diffusion plate disposed in the semiconductor substrate (100, 100a, 100b), wherein the first vertical diffusion plate further comprises a first lower portion that is part of the semiconductor substrate, and wherein the first lower portion is surrounded and electrically isolated by a first wafer-backside trench isolation structure, which is forming part of the wafer-backside trench isolation structure; a first shallow trench isolation, STI, structure disposed in the semiconductor substrate and the first STI structure surrounding the first vertical diffusion plate; and a second vertical diffusion plate of a first conductivity type disposed in the semiconductor substrate, wherein the second vertical diffusion plate further comprises a second lower portion that is part of the semiconductor substrate and wherein the second lower portion is surrounded and electrically isolated by a second wafer-backside trench isolation, which is forming part of the wafer-backside trench isolation structure, and the second vertical diffusion plate surrounding the first STI structure, wherein a capacitor is formed between the first vertical diffusion plate and the second vertical diffusion plate with the first STI structure and the first wafer-backside trench isolation structure interposed therebetween acting as a capacitor dielectric layer. a semiconductor substrate, wherein an insulating layer disposed on a backside of the semiconductor substrate forming a wafer-backside trench isolation structure (504, 505, 506, 507); a first vertical diffusion plate disposed in the semiconductor substrate (100, 100a, 100b), wherein the first vertical diffusion plate further comprises a first lower portion that is part of the semiconductor substrate, and wherein the first lower portion is surrounded and electrically isolated by a first wafer-backside trench isolation structure, which is forming part of the wafer-backside trench isolation structure; a first shallow trench isolation, STI, structure disposed in the semiconductor substrate and the first STI structure surrounding the first vertical diffusion plate; and a second vertical diffusion plate of a first conductivity type disposed in the semiconductor substrate, wherein the second vertical diffusion plate further comprises a second lower portion that is part of the semiconductor substrate and wherein the second lower portion is surrounded and electrically isolated by a second wafer-backside trench isolation, which is forming part of the wafer-backside trench isolation structure, and the second vertical diffusion plate surrounding the first STI structure, wherein a capacitor is formed between the first vertical diffusion plate and the second vertical diffusion plate with the first STI structure and the first wafer-backside trench isolation structure interposed therebetween acting as a capacitor dielectric layer.
A support for a lighting element, wherein the lighting element comprises a light source support and a light source functionally coupled to the light source support, wherein the support comprises a body and a fixation element for fixating the light source support to the support, wherein the body has a plane, wherein at least part of the fixation element is part of the plane of the body, wherein the fixation element comprises a central part which is configurable in a first configuration and in a second configuration, different from the first configuration, wherein a change from one configuration to the other can be effected by applying a force on the central part, wherein the fixation element comprises two protruding elements configured extending from the central part in both configurations of the central part, wherein terminal parts of the respective protruding elements have a first mutual distance in the first configuration of the central part and a second mutual distance in the second configuration of the central part, wherein the first mutual distance is larger than the second mutual distance, and wherein the fixation element is configured to receive the light source support in the first configuration and to fixate the light source support to the support by the protruding elements in the second configuration, characterized in that when the central part is in the first configuration the light source support can be pressed in the fixation element by applying a force in a first direction, so that the central part snaps or jumps into the second configuration, and when the central part is in the second configuration the light source support can be released from the fixation element by applying a force in a second direction, wherein first direction and the second direction are perpendicular to the plane, the second direction being opposite to the first direction. when the central part is in the first configuration the light source support can be pressed in the fixation element by applying a force in a first direction, so that the central part snaps or jumps into the second configuration, and when the central part is in the second configuration the light source support can be released from the fixation element by applying a force in a second direction, wherein first direction and the second direction are perpendicular to the plane, the second direction being opposite to the first direction.
A method of operating a wireless device providing communication with a wireless network, the method comprising: registering with a first Public Land Mobile Network, PLMN, having a first PLMN identity; performing a first plurality of Random Access, RA, procedures while registered with the first PLMN; storing, in memory, first information related to the first plurality of RA procedures associated with the first PLMN having the first PLMN Identity; registering with a second PLMN having a second PLMN identity different than the first PLMN identity after registering with the first PLMN and after performing the first plurality of RA procedures; discarding the first information from the memory responsive to registering with the second PLMN; performing a second plurality of RA procedures while registered with the second PLMN; storing, in the memory, second information related to the second plurality of RA procedures associated with the second PLMN having the second PLMN Identity; and transmitting an information message to the second PLMN, wherein the information message includes a plurality of RACH reports corresponding to the second plurality of RA procedures associated with the second PLMN identity based on the second information. registering with a first Public Land Mobile Network, PLMN, having a first PLMN identity; performing a first plurality of Random Access, RA, procedures while registered with the first PLMN; storing, in memory, first information related to the first plurality of RA procedures associated with the first PLMN having the first PLMN Identity; registering with a second PLMN having a second PLMN identity different than the first PLMN identity after registering with the first PLMN and after performing the first plurality of RA procedures; discarding the first information from the memory responsive to registering with the second PLMN; performing a second plurality of RA procedures while registered with the second PLMN; storing, in the memory, second information related to the second plurality of RA procedures associated with the second PLMN having the second PLMN Identity; and transmitting an information message to the second PLMN, wherein the information message includes a plurality of RACH reports corresponding to the second plurality of RA procedures associated with the second PLMN identity based on the second information.
Power tool, in particular a chisel hammer, containing a first and second side handle (9a, 9b) and a tool housing having an interface device for releasably receiving and holding a first and second rechargeable battery (6a, 6b), wherein a side handle axis extending through the first and second side handle (9a, 9b) is arranged substantially perpendicular to a working axis extending through the tool housing, wherein a protection apparatus for protecting the first and second rechargeable battery is included, which has an internal volume for at least partially receiving the first and second rechargeable battery, characterized in that the protection apparatus contains a first frame element and a second frame element, wherein both the first and the second frame element (13a, 13b) each contain an upper side and a lower side, and wherein the first and the second frame element (13a, 13b) are releasably interconnected at the relevant upper side and the first and the second frame element (13a, 13b) are releasably connected to the tool housing at the relevant lower side.
Traction elevator in a rucksack construction, comprising the following features: - at least one drive consisting of a motor, a traction sheave and a brake is fastened to at least one drive carrier, - at least one of the drive carriers rests on at least two damping elements A for support thereof, - each damping element A is fastened to the rail backs of the two guide rails for the elevator car by means of a bracket, characterized in that a damping element A consists of at least two damping layers which are separated from one another by at least one damping mass, - the rail backs of the two guide rails for the elevator car are aligned with one another, - at least one drive carrier is connected via laterally arranged stop surfaces to at least one fixed counter bearing and secured against rotation, - elastic damping elements B being arranged between the laterally arranged stop surfaces and the counter bearings. - at least one drive consisting of a motor, a traction sheave and a brake is fastened to at least one drive carrier, - at least one of the drive carriers rests on at least two damping elements A for support thereof, - each damping element A is fastened to the rail backs of the two guide rails for the elevator car by means of a bracket, characterized in that a damping element A consists of at least two damping layers which are separated from one another by at least one damping mass, - the rail backs of the two guide rails for the elevator car are aligned with one another, - at least one drive carrier is connected via laterally arranged stop surfaces to at least one fixed counter bearing and secured against rotation, - elastic damping elements B being arranged between the laterally arranged stop surfaces and the counter bearings.
A collapsible obstacle device for use on a playing field, comprising: a base; a frame having a frame member in the form of a resilient, flexible hoop, the frame member having an expanded configuration that defines an expanded frame area, and the frame member being resiliently deformable to a collapsed configuration that defines a collapsed frame area that is less than the expanded frame area; a layer of fabric material attached to the frame member so that the fabric material is spread by the frame when the frame is in the expanded configuration; an elongate support member coupled to the base and held in a generally upright manner when so coupled, the frame member being removably coupled to the support member for supporting the frame member in the expanded configuration; the device being characterised by: a head piece removably coupled to the support member; the fabric material including a head piece portion that covers the head piece; and in which the head piece and expanded frame area approximate in shape the front profile of a human head and torso. a base; a frame having a frame member in the form of a resilient, flexible hoop, the frame member having an expanded configuration that defines an expanded frame area, and the frame member being resiliently deformable to a collapsed configuration that defines a collapsed frame area that is less than the expanded frame area; a layer of fabric material attached to the frame member so that the fabric material is spread by the frame when the frame is in the expanded configuration; an elongate support member coupled to the base and held in a generally upright manner when so coupled, the frame member being removably coupled to the support member for supporting the frame member in the expanded configuration; the device being characterised by: a head piece removably coupled to the support member; the fabric material including a head piece portion that covers the head piece; and in which the head piece and expanded frame area approximate in shape the front profile of a human head and torso. a head piece removably coupled to the support member; the fabric material including a head piece portion that covers the head piece; and in which the head piece and expanded frame area approximate in shape the front profile of a human head and torso.
A lead-free piezoelectric ceramic material having the general chemical formula: xBiCoO 3 -y(Bi 0.5 Na 0.5) TiO 3 -zNaNbO 3; xBiCoO 3 -y(Bi 0.5 Na 0.5)TiO 3 -zKNbO 3; or xBiCoO 3 -yBi(Mg 0.5 Ti 0.5)O 3 -z(Bi 0.5 Na 0.5)TiO 3; wherein x+y+z=1, and x, y, z ≠0.
A vectoring processor for mitigating cross-talk (121, 122, 123); wherein the vectoring processor is configured to interface with a plurality of communication units supporting full-duplex bi-directional communication over respective transmission lines; wherein the vectoring processor is further configured to pre-compensate downstream tone data received from the communication units for downstream far end cross-talk, DS-FEXT thereby obtaining pre-compensated downstream tone data, and to supply the pre-compensated downstream tone data to the communication units for further transmission over the respective transmission lines; wherein the vectoring processor is further configured to receive from the communication units upstream tone data (143, 144) and associated delayed pre-compensated downstream tone data previously supplied by the vectoring processor, and to post-compensate the upstream tone data, with the delayed pre-compensated downstream tone data, for near end cross-talk, NEXT, and for upstream far end cross-talk, US-FEXT, thereby obtaining post-compensated upstream tone data, and to supply the post-compensated upstream tone data to the communication units for further demodulation.
A communication method applied to a communications system, wherein the communications system comprises a paging area, there are at least a first access network device and a second access network device in the paging area, there is a communication link between the first access network device and a core network device, and the method comprises: receiving, by the first access network device from the core network device, signaling destined for a terminal in a radio resource control, RRC, inactive mode; sending, by the first access network device, a first paging message to the second access network device, wherein the first paging message is used to page the terminal; and receiving, by the first access network device, first indication information from the second access network device, wherein the first indication information is used to indicate that the terminal has accessed the second access network device; characterized in the the method further comprises: sending, by the first access network device, second indication information to the core network device, wherein the second indication information is used to indicate that the terminal has moved out of coverage of the first access network device. receiving, by the first access network device from the core network device, signaling destined for a terminal in a radio resource control, RRC, inactive mode; sending, by the first access network device, a first paging message to the second access network device, wherein the first paging message is used to page the terminal; and receiving, by the first access network device, first indication information from the second access network device, wherein the first indication information is used to indicate that the terminal has accessed the second access network device; characterized in the the method further comprises: sending, by the first access network device, second indication information to the core network device, wherein the second indication information is used to indicate that the terminal has moved out of coverage of the first access network device.