Abstract: Techniques and systems for testing, evaluating and/or otherwise assessing the operation of vehicles are discussed herein. Some aspects relate to a system and method which may receive, at a first computer system, vehicle data derived from a vehicle data logging system, and may receive a playback time associated with a portion of the vehicle data. A sharable data structure may be generated which identifies the vehicle data and the playback time. The sharable data structure may be transmitted to a second computer system, wherein the sharable data structure allows the second computer system to retrieve the vehicle data.

Abstract: Exemplary embodiments provide an optical penile blood flow measuring technology for the monitoring of neurological and vascular function of structures at surgical risk. The measuring principle is to rely on optical absorption properties of blood components for penile blood flow monitoring. Certain embodiments use different wavelengths to measure changes in hemoglobin concentrations and are particularly advantageous in continuous, autonomous monitoring with real-time feedback to surgeons for potential intervention and decision-making in a timely manner. The measurements results can be used to provide real-time feedback to surgeons operating on the patient, or for off-line analysis and evaluation.

Abstract: Detecting and mitigating anomalous system behavior by providing a machine learning model comprising a knowledge graph depicting system entity relationships, and modeling behavioral correlations among system entities according to historical time-series data, receiving real-time time-series data for the system, detecting an anomalous system behavior in a system locale, according to the real-time time-series data, according to the machine learning model and multivariate sensor metrics, diagnosing the anomalous system behavior according to an upstream portion of the knowledge graph and a statistical behavior model for the system locale, and mitigating the anomalous behavior by deriving a recommended action according to the anomalous behavior and generating a work order to implement the recommended action.

Abstract: Computer-implemented methods for a system for storing and retrieving queries by content. Aspects include receiving data associated with a search query. Aspects further include generating a query table by executing a metaquery using the data on query metadata attributes of existing search queries. The query table can include information for a group of search queries of the existing search queries. Aspects also include generating search results by executing a selected query chosen from the query table and displaying the search results from the execution of the selected query.

Abstract: Techniques for generating model ensembles are provided. A plurality of models trained to generate predictions at each of a plurality of intervals is received. A respective prediction accuracy of each respective model of the plurality of models is determined for a first interval of the plurality of intervals by processing labeled evaluation data using the respective model. Additionally, a model ensemble specifying one or more of the plurality of models for each of the plurality of intervals is generated, comprising selecting, for the first interval, a first model of the plurality of models based on (i) the respective prediction accuracies and (ii) at least one non-error metric.

Abstract: The present disclosure relates to an air-speed sensor, system and monitoring process This sensor generally comprise a sensor casing having a leading surface and distinctly oriented input ports. Each input port can independently capture respective air pressure and connects to a pressure sensor that independently measures that air pressure digital processor connects to each pressure sensor and can digitally compute pressure ratios between the input ports and compare these ratios against designated pressure ratios corresponding to designated incident airspeed angles of incidence to output an airspeed incident angle and airspeed accordingly.

Abstract: A system for non-invasively interrogating an in vivo sample for measurement of analytes comprises a pulse sensor coupled to the in vivo sample for detect a blood pulse of the sample and for generating a corresponding pulse signal, a laser generator for generating a laser radiation having a wavelength, power and diameter, the laser radiation being directed toward the sample to elicit Raman signals, a laser controller adapted to activate the laser generator, a spectrometer situated to receive the Raman signals and to generate analyte spectral data; and a computing device coupled to the pulse sensor, laser controller and spectrometer which is adapted to correlate the spectral data with the pulse signal based on timing data received from the laser controller in order to isolate spectral components from analytes within the blood of the sample from spectral components from analytes arising from non-blood components of the sample.

Abstract: Embodiments of the invention are directed to a computer-implemented method. A non-limiting example of the computer-implemented method includes accessing, using a processor system, a process-step sequence that includes a plurality process-steps and a plurality of queue-times. A process-step sequence mining operation is applied to the process-step sequence, wherein the process-step sequence mining operation is operable to make a prediction of an impact of a portion of the process-step sequence on a characteristic of a product generated by the process-step sequence.

Abstract: A system for high gain stimulated Raman spectroscopy comprises a first continuous wave laser having an output beam at a tunable optical frequency modulated at a first RF frequency, a second continuous wave laser having a second output beam at an optical frequency modulated at a second RF frequency, wherein the modulation frequencies are selected such that their beat notes represent a Raman resonance frequency, a dual-beam rasterizing probe including first and second photosensors and a rasterizer configured to scan the first and second laser output beams onto a sample, exposing the sample to a reduced average power of laser radiation stimulating the sample to emit Raman radiation signals. The Raman signals are directed to the photosensors and the outputs of the photosensors are supplied to a differential amplifier configured to provide sensitivity and gain to signals at the beat note resonant frequency and to filter signals at other frequencies.

Abstract: Presented herein are techniques to geographically track and monitor an unpowered device. A method includes during a powered off state of the device, and upon detecting a predetermined event, enabling a radio frequency monitoring tag affixed to the device to collect, via radio frequency reception, information indicative of a geographical location of the radio frequency monitoring tag, storing the information indicative of the geographical location of the radio frequency monitoring tag in memory of the radio frequency monitoring tag, and upon powering up of the device, sending by the device, to a remote server, the information indicative of the detected geographical location of the radio frequency monitoring tag.

Abstract: The present invention provides compounds, pharmaceutically acceptable compositions thereof, and methods of using the same.

Abstract: Described are various devices, systems, and methods for determining an improved athletic body position during performance of an activity. One embodiment relates to a system comprising a digital data processor, a user interface, and a computer-readable medium having digital instructions stored thereon. The instructions are executable by the digital processor to access a digital dataset comprising a plurality of respective athletic body positions, each having associated therewith a respective aerodynamic interaction metric and a respective athletic output. The system may further receive as input an environmental interaction parameter, and, based at least in part thereon, compute the optimal athletic body position. The system may further display a signal corresponding to the optimal athletic body position via the user interface.

Abstract: A system for non-invasively interrogating an in vivo sample for measurement of analytes comprises a pulse sensor coupled to the in vivo sample for detect a blood pulse of the sample and for generating a corresponding pulse signal, a laser generator for generating a laser radiation having a wavelength, power and diameter, the laser radiation being directed toward the sample to elicit Raman signals, a laser controller adapted to activate the laser generator, a spectrometer situated to receive the Raman signals and to generate analyte spectral data; and a computing device coupled to the pulse sensor, laser controller and spectrometer which is adapted to correlate the spectral data with the pulse signal based on timing data received from the laser controller in order to isolate spectral components from analytes within the blood of the sample from spectral components from analytes arising from non-blood components of the sample.

Abstract: A system for non-invasively interrogating an in vivo sample for measurement of analytes comprises a pulse sensor coupled to the in vivo sample for detect a blood pulse of the sample and for generating a corresponding pulse signal, a laser generator for generating a laser radiation having a wavelength, power and diameter, the laser radiation being directed toward the sample to elicit Raman signals, a laser controller adapted to activate the laser generator, a spectrometer situated to receive the Raman signals and to generate analyte spectral data; and a computing device coupled to the pulse sensor, laser controller and spectrometer which is adapted to correlate the spectral data with the pulse signal based on timing data received from the laser controller in order to isolate spectral components from analytes within the blood of the sample from spectral components from analytes arising from non-blood components of the sample.

Abstract: Techniques are provided herein for coordinated data obfuscation. In one example, a first network device in a network obtains, from a controller in or having communication to the network, an obfuscation parameter that is further obtained by one or more second network devices in the network. Personally Identifiable Information (PII) of the first network device has a given logical relationship to PII of the one or more second network devices. Based on the obfuscation parameter, the first network device obfuscates the PII of the first network device to generate obfuscated PII of the first network device. The obfuscated PII of the first network device has the given logical relationship to obfuscated PII of the one or more second network devices. The first network device provides the obfuscated PII of the first network device to a server configured to collect the obfuscated PII of the one or more second network devices.

Abstract: The present invention provides compounds, pharmaceutically acceptable compositions thereof, and methods of using the same.

Abstract: A computer-implemented method for multi-modal interaction with structured web page data includes automatically injecting event monitoring code into a web page. One or more event streams generated by the injected event monitoring code are received. A request to perform an operation on data displayed on the web page is received from a user. A command is generated that has one or more parameters based at least in part on one or more mappings between the received request and the received one or more event streams. The command to fulfil the received request is executed by interacting with the web page.

Abstract: Human speech signals that are uttered within an environment are transcribed; the environment includes one or more avatars representing one or more software agents; the human speech signals are directed to at least one of the avatars. At least one non-speech behavioral trace is obtained within the environment; the trace is representative of non-speech behavior directed to the at least one of the avatars. The transcribed human speech signals and the at least one non-speech behavioral trace are forwarded to the one or more software agents. A proposed act is obtained from at least one of the agents; responsive thereto, a command is issued to cause the avatar corresponding to the software agent from which the proposed act is obtained to emit synthesized speech and to act visually in accordance with the proposed act.

Abstract: Apparatus and methods are described herein that provide a vibratory device that can apply a vibratory signal to a portion of a head of a user such that the vibratory signal can be conducted via bone to a vestibular system of the user and cause a portion of the vestibular system to move in a manner equivalent to that of a therapeutically effective vibratory signal applied to an area overlaying a mastoid bone of the user. The vibratory device can be associated with frequencies less than 200 Hz. The vibratory device can be effective at treating a physiological condition associated with the vestibular system.