Abstract: A machine learning model is trained using information pertaining to a job title and accesses of data items at a software-as-a-service (SaaS) management platform. A first training input is generated. The first training input includes information identifying a job title for each user of a subset of user accounts associated with a client organization. A second training input is generated. The second training input includes information pertaining to the accesses of data items at the SaaS management platform by the subset of user accounts. A first target output is generated. The first target output indicates, for each user account whether an occurrence of malicious activity is detected at the SaaS management platform. The training data is provided to train the machine learning model on (i) a set of training inputs including the first and second training inputs, and (ii) a set of target outputs including the first target output.

Abstract: A machine learning model is trained using information pertaining to accesses of data items at a software-as-a-service (SaaS) management platform. A first training input is generated. The first training input includes access data identifying multiple data items accessed at the SaaS management platform using a subset of user accounts of multiple user accounts associated with a client organization. A first target output is generated. The first target output identifies for each user account, information identifying a respective job title associated with the client organization. The training data is provided to train the machine learning model on (i) a set of training inputs including the first training input, and (ii) a set of target outputs including the first target output.

Abstract: A machine learning model is trained using information pertaining to accesses of data items at a software-as-a-service (SaaS) management platform. A first training input is generated. The first training input includes first access data identifying a multiple data items accessed at the SaaS management platform by a subset of multiple user accounts associated with a client organization. A first target output is generated. The first target output indicates, for each of the subset of user accounts, whether an occurrence of malicious activity is detected at the SaaS management platform. The training data is provided to train the machine learning model on (i) a set of training inputs including the first training input, and (ii) a set of target outputs including the first target output.

Abstract: The interactive aircraft cabin environment control system employs at least one microphone array disposed within the cabin to capture spoken utterances from a passenger and is configured to provide an estimation of passenger location within the cabin based on arrival time analysis of the spoken utterances. A data source onboard the aircraft provides flight context information. Such data sources include sensors measuring real-time parameters on the aircraft, the current flight plan of the aircraft, singly and in combination. A control processor, coupled to the microphone array, is configured to ascertain passenger identity based on the spoken utterances. The control processor is programmed and configured to learn and associate passenger preference to passenger identity.

Abstract: Compounds and methods for inhibiting STAT3.

Abstract: A system for fault detection in a circuit. The system includes an input configured to receive an input signal, an output, a reference node, a first detector, and a second detector. The first detector is configured to be in an on state when the second detector is in an off state, and to be in an off state when the second detector is in an on state. A first switching device is coupled between the input and the output and configured allow current to pass from input to output in a first state, and to prevent current from passing from input to output in a second state.

Abstract: Compounds and methods for modulating RAS-PI3K.

Abstract: Aspects and embodiments disclosed herein include a supply circuit for a radio frequency system comprising a first coupling diode coupled between an input node of a first voltage supply and a first input node of a voltage clamp of the supply circuit, an output of the first coupling diode being coupled to the first input node of the voltage clamp, and a second coupling diode coupled between an input node of a second voltage supply and the first input node of the voltage clamp, an output of the second coupling diode being coupled to the input node of the voltage clamp.

Abstract: A method of flood exposing a photocurable printing blank to actinic radiation from a UV light source to crosslink and cure the photocurable printing blank. The photocurable printing blank includes a support, at least one photocurable layer upon the support, wherein the at least one photocurable layer is capable of being selectively crosslinked and cured upon exposure to actinic radiation at a desired wavelength. The photocurable printing blank is subjected to flood exposure by positioning the photocurable printing blank in an exposure unit that includes a plurality of UV LED light tubes arranged at a distance from a surface of the photocurable printing blank.

Abstract: A method for designing an electronic circuit includes providing a prototype electronic circuit comprising one or more capacitors and one or more other components, at least one of the one or more capacitors being a variable capacitor; testing the electronic circuit by adjusting the capacitance of the one or more variable capacitors to determine one or more first capacitance values of the one or more variable capacitors that cause the electronic circuit to have one or more operating parameters that meet one or more desired operating parameters of the electronic circuit; determining, based on the testing of the electronic circuit, capacitance values for one or more fixed-value capacitors to replace the one or more variable capacitors in the electronic circuit, each of the fixed-value capacitors having a second capacitance value equivalent to the first value of the corresponding variable capacitor. A method of designing such a prototype electronic circuit is also provided.

Abstract: A system, method, and gaming machine for implementing an optimized nudge operation. The gaming machine includes a processor for executing a set of instructions to implement a game, a memory for storing the set of instructions, nudge logic for determining an effect of all possible nudge operations on initial results of the game when played by a user, and two hardware nudge buttons for selecting among the nudge operations for the game to change the initial results to a final outcome for the game.

Abstract: Examples of the disclosure include an amplifier system comprising an amplifier having an input to receive an input signal, and an output to provide an amplified output signal, the amplifier having a power level indicative of at least one of the input signal power and the amplified output signal power, and a linearizer coupled to the amplifier and having a plurality of modes of operation including a fully disabled mode and a fully enabled mode, the linearizer being configured to determine the power level of the amplifier, select a mode of operation of the plurality of modes of operation based on the power level of the amplifier, determine one or more linearization parameters corresponding to the selected mode of operation, and control linearization of the amplified output signal based on the determined one or more linearization parameters.

Abstract: The interactive aircraft cabin environment control system employs at least one microphone array disposed within the cabin to capture spoken utterances from a passenger and is configured to provide an estimation of passenger location within the cabin based on arrival time analysis of the spoken utterances. A data source onboard the aircraft provides flight context information. Such data sources include sensors measuring real-time parameters on the aircraft, the current flight plan of the aircraft, singly and in combination. A control processor, coupled to the microphone array, is configured to ascertain passenger identity based on the spoken utterances. The control processor is programmed and configured to learn and associate passenger preference to passenger identity.

Abstract: A human-factor lamp and system capable of intelligently adjusting ambient light includes light emitting devices, each having a detection unit. When the detection unit detects a human within the lamps sensor field of view one of the light emitting device, such light emitting device is defined as a primary lamp and all others are defined as secondary lamps. The primary lamp is adjusted to a maximum luminous intensity and the secondary lamps are adjusted outwardly from the primary lamp and decremented to a minimum luminous intensity. When any secondary lamp is near more primary lamps away from different distances, the one with a larger luminous intensity is used as a basis for adjusting the brightness after the luminous intensity of the secondary lamp is decremented. In the environment having the human-factor lighting system, the overall ambient luminous performance can be changed according to the moving position of people.

Abstract: Apparatus and methods for front-end systems with directional couplers and a shared back switch are provided. In certain configurations, a method includes transmitting a first transmit signal from a first transmit port to an antenna port, generating a first coupled signal in response to the first transmit signal using a first directional coupler, providing the first coupled signal to a receive port by way of a first loopback selection switch and a shared back switch, transmitting a second transmit signal from a second transmit port to the antenna port, generating a second coupled signal in response to the second transmit signal using a second directional coupler, and providing the second coupled signal to the receive port by way of a second loopback selection switch and the shared back switch.

Abstract: Examples of the disclosure include an amplifier system comprising an amplifier having an input to receive an input signal, and an output to provide an amplified output signal, the amplifier having a power level indicative of at least one of the input signal power and the amplified output signal power, and a linearizer coupled to the amplifier and having a plurality of modes of operation including a fully disabled mode and a fully enabled mode, the linearizer being configured to determine the power level of the amplifier, select a mode of operation of the plurality of modes of operation based on the power level of the amplifier, determine one or more linearization parameters corresponding to the selected mode of operation, and control linearization of the amplified output signal based on the determined one or more linearization parameters.

Abstract: Disclosed are a method and system for controlling a display condition which is pre-written into a passive light board by a mobile device. A display status is pre-written into a passive light board which is not powered by electricity before, and a control application program loaded into the mobile device is provided for a user to input a brightness parameter and a color temperature parameter. The light board which is not powered by electricity before can carry out the presetting of the display condition, and related manufacturers can set the light boards quickly and easily after the light boards exit the factory, and the light boards can display according to the conditions in compliance with the brightness parameter and the color temperature parameter after the light boards are powered on.

Abstract: Disclosed are a method and system for controlling a display condition which is pre-written into a passive light board by a mobile device. A display status is pre-written into a passive light board which is not powered by electricity before, and a control application program loaded into the mobile device is provided for a user to input a brightness parameter and a color temperature parameter. The light board which is not powered by electricity before can carry out the presetting of the display condition, and related manufacturers can set the light boards quickly and easily after the light boards exit the factory, and the light boards can display according to the conditions in compliance with the brightness parameter and the color temperature parameter after the light boards are powered on.

Abstract: An ultraviolet light (UV) sanitizing cabinet for banking equipment may include one or more UV light assemblies coupled to an electronics module and disposed within a housing. In some examples, the UV sanitizing cabinet may include racks or compartments configured to receive pneumatic tube canisters. In some examples, the UV sanitizing cabinet may include rollers or tumblers configured to rotate the pneumatic tube canisters to allow UV sanitization of all sides of the canisters.

Abstract: Apparatus and methods for front-end systems with directional couplers and a shared back switch are provided. In certain configurations, a method includes transmitting a first transmit signal from a first transmit port to an antenna port, generating a first coupled signal in response to the first transmit signal using a first directional coupler, providing the first coupled signal to a receive port by way of a first loopback selection switch and a shared back switch, transmitting a second transmit signal from a second transmit port to the antenna port, generating a second coupled signal in response to the second transmit signal using a second directional coupler, and providing the second coupled signal to the receive port by way of a second loopback selection switch and the shared back switch.