Abstract: A system for providing software development performance predictions is disclosed. The system can include one or more processors and a memory in communication with the processors storing instructions that, when executed by the processors are configured to cause the system to perform method steps. The system can receive data associated with a plurality of completed projects and a request for a new software development project. The system can determine first metrics associated with each completed project and second metrics associated with the new software development project. The first and second metrics may be associated with one or more predictive variables. The system can define predictive model systems based on one or more predictive variables and identify completed projects including a first subgroup of first metrics that match the second metrics beyond a predetermined threshold. The system can determine a performance prediction based on the identified first subgroup of first metrics.

Abstract: The present disclosure describes a system and method for coaxial LiDAR scanning. The system includes a first light source configured to provide first light pulses. The system also includes one or more beam steering apparatuses optically coupled to the first light source. Each beam steering apparatus comprises a rotatable concave reflector and a light beam steering device disposed at least partially within the rotatable concave reflector. The combination of the light beam steering device and the rotatable concave reflector, when moving with respect to each other, steers the one or more first light pulses both vertically and horizontally to illuminate an object within a field-of-view; obtain one or more first returning light pulses, the one or more first returning light pulses being generated based on the steered first light pulses illuminating an object within the field-of-view, and redirects the one or more first returning light pulses.

Abstract: The present disclosure describes a system and method for coaxial LiDAR scanning. The system includes a first light source configured to provide first light pulses. The system also includes one or more beam steering apparatuses optically coupled to the first light source. Each beam steering apparatus comprises a rotatable concave reflector and a light beam steering device disposed at least partially within the rotatable concave reflector. The combination of the light beam steering device and the rotatable concave reflector, when moving with respect to each other, steers the one or more first light pulses both vertically and horizontally to illuminate an object within a field-of-view; obtain one or more first returning light pulses, the one or more first returning light pulses being generated based on the steered first light pulses illuminating an object within the field-of-view, and redirects the one or more first returning light pulses.

Abstract: Systems and methods are disclosed herein for determining a source of leaked sensitive data (e.g., passwords, insecure coding, log information, any information that should not exist, etc.) in compiled software applications. According to some aspects, a computing device (e.g., a software analysis device, a cloud-computing device, a server, a smart device, binary file/code scanner, etc.) may receive scan pattern information and a binary file of a software application. The computing device may be configured to determine one or more executable files of the software application based on the binary file. Based on the scan pattern information and the one or more executable files, the computing device may determine location information for one or more sensitive data elements configured with the software application. The computing device may use the location information for each of the one or more sensitive data elements to determine a respective source of the sensitive data element.

Abstract: An electronic device and an antenna structure thereof are provided. The antenna structure includes a first, a second and a third radiating element and a grounding element. The first radiating element includes a first and a second radiating portion, a feeding portion and a grounding portion. The grounding portion includes a first, a second, a third, a fourth and a fifth section. The first section is connected between the first radiating portion and the feeding portion. The grounding element is connected with the fourth section and the fifth section. The second radiating element is connected with the grounding element. The second radiating element includes a third radiating portion, and the third and the second radiating portion are coupled with each other. The third radiating element is connected with the feeding portion, and the third radiating element and the first section are coupled with each other.

Abstract: The present disclosure discloses a MEMS microphone including a substrate with a back cavity, and an electric capacitance system arranged on the substrate. The electric capacitance system includes a back plate and a diaphragm opposite to the back plate. The back plate includes a body part, a fixing portion connected to the substrate, and a connecting portion connecting the body part and the fixing portion. The diaphragm is fixed to the substrate and located at a side of the back plate close to the substrate. The fixing portion includes a first surface away from the substrate, the first surface includes a first arc surface connected with the body part, the first arc surface protrudes toward a direction away from the substrate. Compared with the related art, MEMS microphone disclosed by the present disclosure has a better reliability.

Abstract: Disclosed are various methods and apparatus for forming sheet glass from molten glass whose liquidus viscosity is <5 kP. Also disclosed is a roller for receiving and cooling continuously-fed ribbon of glass whose liquidus viscosity is <5 kP onto the roller's outer surface, where the roller is configured to be maintained at a predetermined temperature and can be rotated at a predetermined speed so that the glass ribbon comes in contact with the roller for a set duration of time and rolls off the roller at the end of the set duration of time.

Abstract: Embodiments discussed herein refer to LiDAR systems and methods that use a virtual window to monitor for potentially unsafe operation of a laser. If an object is detected within the virtual window, the LiDAR system can be instructed to deactivate laser transmission.

Abstract: The present disclosure describes a system and method for coaxial LiDAR scanning. The system includes a first light source configured to provide first light pulses. The system also includes one or more beam steering apparatuses optically coupled to the first light source. Each beam steering apparatus comprises a rotatable concave reflector and a light beam steering device disposed at least partially within the rotatable concave reflector. The combination of the light beam steering device and the rotatable concave reflector, when moving with respect to each other, steers the one or more first light pulses both vertically and horizontally to illuminate an object within a field-of-view; obtain one or more first returning light pulses, the one or more first returning light pulses being generated based on the steered first light pulses illuminating an object within the field-of-view, and redirects the one or more first returning light pulses.

Abstract: Methods and systems are described for generating dynamic conversational responses using machine learning models. The dynamic conversational responses may be generated in real time and reflect the likely goals and/or intents of a user. The machine learning model may provide these features by monitoring one or more user actions and/or lengths of time between one or more user actions during conversational interactions.

Abstract: A camera module includes a mounting frame defining a first through hole, a filter installed in the first through hole, and a circuit board including a first surface and a second surface. The mounting frame is on the first surface. An air escaping channel is recessed from the second surface, an air escaping hole penetrates the first surface and the second surface and communicates with the air escaping channel. The circuit board, the mounting frame, and the filter cooperate with each other to form a first cavity, the first cavity communicates with the air escaping hole. The air escaping channel includes a first channel portion and a second channel portion, an angle is formed between the first channel portion and the second channel portion. The air escaping hole communicates with the first channel portion, the second channel portion extends to an edge of the circuit board to form an opening.

Abstract: A light detection and ranging (LiDAR) scanning system is provided. The system comprises a light steering device; a galvanometer mirror controllable to oscillate between two angular positions; and a plurality of transmitter channels configured to direct light to the galvanometer mirror. The plurality of transmitter channels are separated by an angular channel spacing from one another. The system further comprises a control device. Inside an end-of-travel region, the control device controls the galvanometer mirror to move based on a first mirror movement profile. Outside the end-of-travel region, the control device controls the galvanometer mirror to move based on a second mirror movement profile. The second mirror movement profile is different from the first mirror-movement profile. Movement of the galvanometer mirror based on the first mirror movement profile facilitates minimizing instances of scanlines corresponding to the end-of-travel region having a pitch exceeding a first target pitch.

Abstract: Disclosed are conjugates of biomolecule and use thereof. The disclosed conjugates of biomolecule contain a biomolecule and a functional moiety covalently linked to the biomolecule. The functional moiety contains a group that prevents the biomolecule from binding to its ligand or receptor, a cleavable linker arm that can be activated by proteolytic enzymes or can be acidically activated in a microenvironment of a disease, a linker arm that will automatically shed after the cleavable linker arm is cleaved, and a group that maintains or promotes the binding capacity of the biomolecule to its ligand or receptor.

Abstract: The present disclosure provides an electronic cigarette includes a housing, an atomizer spaced apart from the smoking port, an e-liquid chamber located between the atomizer and the smoking port, and a MEMS sensor located in the housing. The housing includes a smoking port passing through an upper end thereof, a through hole passing through a lower end thereof, and an air passage communicating with the smoking port. The MEMS sensor includes a cover having a first opening, a printed circuit board, and a MEMS chip received in the accommodating room formed by the cover and the printed circuit board. The printed circuit board includes a second opening communicating to an outside by the through hole.

Abstract: Embodiments discussed herein refer to using LiDAR systems for steering consecutive light pulses using micro electro-mechanical system (MEMS) to illuminate objects in a field of view. Embodiments discussed herein also refer to using a multiple lens array to process returned light pulses.

Abstract: Provided herein are systems and methods for sanitizing logged data packets in a distributed system prior to storing them in a remote or third-party data server. Interactions with an application are monitored and values in a data packet are extracted from the interaction. The values are classified based on a classification configuration and respective labels of the values. The values are then sanitized based on the classification to prevent exposure of secure or private data. The sanitized data packets are then logged into the remote data server. The logged data can be used to help resolve events occurring in the application. The classification configuration can be iteratively updated and the interactions repeated to capture data that was previously sanitized to aid in resolution of events. The logged data can also be used in research or analysis, such as for identifying potential improvements to the application.

Abstract: Machine classifiers in accordance with embodiments of the invention capture long-term temporal dependencies in particular tasks, such as turn-based dialogues. Machine classifiers may be used to help users to perform tasks indicated by the user. When a user utterance is received, natural language processing techniques may be used to understand the user's intent. Templates may be determined based on the user's intent in the generation of responses to solicit information from the user. A variety of persona attributes may be determined for a user. The persona attributes may be determined based on the user's utterances and/or provided as metadata included with the user's utterances. A response persona may be used to generate responses to the user's utterances such that the generated responses match a tone appropriate to the task. A response persona may be used to generate templates to solicit additional information and/or generate responses appropriate to the task.

Abstract: A method for determining a wearing state of an earphone. Acceleration data are acquired using an acceleration sensor. A time characteristic of the acceleration data is ascertained, and curve segments are ascertained. The curve segments are each formed by first and second sections. A first wearing state of the earphone is determined, in which the earphone is worn on the ear, if a curve segment including a first section having a positive course and a second section having a negative course is ascertained, and if a first characteristic shape is ascertained for the curve segment. A second wearing state of the earphone is determined, in which the earphone is not worn on the ear, if a curve segment including a first section having a negative course and a second section having a positive course is ascertained, and if a second characteristic shape is ascertained for the curve segment.

Abstract: Embodiments discussed herein refer to using LiDAR systems that uses a rotating polygon with a multi-facet mirror. Such multi-facet galvanometer mirror arrangements generate a point map that has reduced curvature.

Abstract: A method for identifying head-shaking gestures and nodding gestures by using an accelerometer arrangement of a device that is worn on the head, the accelerometer arrangement providing acceleration signals for three linearly independent directions in space. The method includes the following steps: calculation of a norm of total acceleration with the aid of the acceleration signals provided by the accelerometer arrangement; and identification of head-shaking gestures and nodding gestures using the calculated norm of total acceleration; identification of a head-shaking gesture being performed as a function of a comparison between the calculated norm of total acceleration and a predetermined threshold value; and identification of a nodding gesture being performed as a function of identifying an oscillation of the calculated norm of total acceleration about a predetermined acceleration value.