Abstract: An apparatus comprises a processing device configured to monitor for events associated with users interacting with an e-commerce platform, to identify an event type of a given event associated with a given user interacting with the e-commerce platform, and to select, based on the identified event type, at least one of a plurality of machine learning models configured to characterize different types of potentially malicious behavior on the e-commerce platform. The processing device is also configured to determine, utilizing the selected at least one machine learning model, whether the given user is exhibiting at least one of the different types of potentially malicious behavior. The processing device is also configured, responsive to determining that the given user is exhibiting at least one of the different types of potentially malicious behavior, to initiate actions on the e-commerce platform to prevent or mitigate an effect of the potentially malicious behavior.

Abstract: Herein is database query acceleration from dynamic discovery of whether contents of a persistent column can be stored in an accelerated representation in storage-side memory. In an embodiment, based on data type discovery, a storage server detects that column values in a persistent column have a particular data type. Based on storage-side metadata including a frequency of access of the persistent column as an offload input column for offload computation requests on a certain range of memory addresses, the storage server autonomously decides to generate and store, in storage-side memory in the storage server, an accelerated representation of the persistent column that is based on the particular data type. The storage server receives a request to perform an offload computation for the offload input column. Based on the accelerated representation of the persistent column, execution of the offload computation is accelerated.

Abstract: A device may receive network data, business data, and user configuration data associated with an entity that is a candidate for a private network and may process the business data and the user configuration data, with a classification machine learning model, to determine a network hardware equipment prediction. The device may process the network data and the business data, with a first linear regression machine learning model, to determine a business output prediction and may utilize a second linear regression machine learning model to determine a data consumption prediction based on the network hardware equipment prediction. The device may process the network hardware equipment prediction, the business output prediction, and the data consumption prediction, with a machine learning model, to determine a financial profitability prediction for the private network and may perform one or more actions based on the financial profitability prediction.

Abstract: A sealed electrical connector includes a seal retainer defining a plurality of wire openings, a compliant mat seal having a plurality of apertures, and a plug. The plug has a base inserted within one of the plurality of wire openings and a cylindrical post extending outwardly from the base that is inserted within one of the plurality of apertures. A method of manufacturing such a sealed electrical connector is also presented.

Abstract: A method includes receiving, by a computing device, device information for a user device and user environment devices; sending, by the computing device, image templates to the user device using the device information; adjusting, by the computing device, device settings on the user device and the user environment devices in response to a selection of an image template of the image templates; receiving, by the computing device, an image from the user device; comparing, by the computing device, the image to a target image; determining, by the computing device, the image is acceptable; and in response to determining the image is acceptable, sending, by the computing device, the acceptable image to a third party.

Abstract: Computer-implemented methods and systems are provided for characterizing compatibility between a source group and a target group. Individuals of the source and target groups interact with an electronic-form questionnaire related to a predefined set of professional traits to collect and store question-specific response data to the questionnaire. The question-specific response data is processed to generate a score related to compatibility of the source group and the target group. The question-specific response data is further processed to assign the professional traits to labels that relate to compatibility of the source group and the target group for highlight purposes. The score and additional information based on the traits-to-labels assignment can be presented for display for evaluation of compatibility of the source group and the target group.

Abstract: Particulate biomaterial containing particles having geodesic shapes for filling or replacement of bone tissue, and a method of making the particulate biomaterial containing particles having geodesic shapes for filling or replacement of bone tissue, made by rapid prototyping technique (RP), wherein said particles have non-prismatic, semi-spherical geodesic forms.

Abstract: The present invention relates to the technical field of physiotherapeutic apparatuses and devices for locating or stimulating reflex points in the body of a patient. Specifically, it provides a sensory band comprising a frame having two arched arms, two antennas, a pair of ultrasonic transducers, three vibrators, and a microcontroller operatively connected to said pair of ultrasonic transducers, and to said three vibrators. The present invention further provides a method for obstacle detection that comprises said sensory band, wherein said method comprises the steps of transmitting an ultrasonic wave by means of said pair of ultrasonic transducers; measuring the reflection of said ultrasonic wave by means of said pair of ultrasonic transducers; providing vibrations to said three vibrators, from the reflection characteristics of said ultrasonic wave; wherein said vibration varies depending on the reflection characteristics of said ultrasonic wave.

Abstract: A method, computer program, and computer system are provided for providing artificial intelligence explanations. An explanation request corresponding to an output or a behavior of an artificial intelligence system is received from a user. A context or user profile associated with the user is identified. A plurality of explanation methods corresponding to the artificial intelligence system is accessed. Each explanation method provides an independent explanation for the output or the behavior of the artificial intelligence system and is rated based on a set of explanation evaluation criteria corresponding to the context or user profile. An explanation method having a highest rating is selected from among the plurality of explanation methods, and an explanation of the output or the behavior of the artificial intelligence system corresponding to the selected explanation method to the user.

Abstract: In an approach to generating conversational image representations, one or more computer processors detect one or more utterances by a user, wherein utterances are either textual or acoustic. The one or more computer processors generate one or more image representations of the one or more detected utterances utilizing a generative adversarial network restricted by one or more user privacy parameters, wherein the generative adversarial network is fed with an extracted sentiment, a generated avatar, an identified topic, an extracted location, and one or more user preferences. The one or more computer processors display the generated one or more image representations on one or more devices associated with respective one or more recipients of the one or more utterances.

Abstract: Provided is a computer-implemented method for authenticating a customer during payment transactions based on biometric identification parameters of the customer that includes receiving image data associated with an image template for identification of a customer, receiving image data associated with an image of a biometric identification parameter of the customer during a payment transaction between the customer and a merchant, establishing a short-range communication connection with a user device associated with the customer during the payment transaction between the customer and the merchant, authenticating an identity of the customer for the payment transaction via the short-range communication connection, determining an account identifier of an account of the customer based on authenticating the identity of the customer for the payment transaction, and processing the payment transaction using the account identifier of the account of the customer. A system and computer program product are also disclosed.

Abstract: Content of entertainment media that is being consumed by a user is analyzed. An element of the content that is of a first character is identified. A preference associated with the user to consume entertainment media that contains elements of a second character is identified. An updated version of the element is generated. The updated version of the element is of the second character, such that the media is consumed by the user with the element in the updated version.

Abstract: A method, computer system, and a computer program product for payload stabilization is provided. The present invention may include, in response to receiving at least one sensor data associated with a suspended payload, detecting an unstable movement in the suspended payload during a transport of the suspended payload. The present invention may also include implementing at least one sail coupled to the suspended payload to stabilize the detected unstable movement of the suspended payload.

Abstract: A state of a driver operating a vehicle based at least on a rest pattern of the driver and a driver safety score and vehicle characteristic associated with the vehicle are determined. A risk of a planned route is received based on environment information. A safety risk for at least one location along the planned route is determined based on the received risk. Based on the safety risk, a use of available driver attention determined based on the state of the driver, possible modification of the planned route and vehicle state may be planned that minimize the safety risk. It may be determined that the driver is approaching a location along the planned route having a safety risk. Responsive to determining that the driver is approaching a location along the planned route having a safety risk, alert may be caused to be sent to the driver.

Abstract: A method includes receiving, by a computing device, device information for a user device and user environment devices; sending, by the computing device, image templates to the user device using the device information; adjusting, by the computing device, device settings on the user device and the user environment devices in response to a selection of an image template of the image templates; receiving, by the computing device, an image from the user device; comparing, by the computing device, the image to a target image; determining, by the computing device, the image is acceptable; and in response to determining the image is acceptable, sending, by the computing device, the acceptable image to a third party.

Abstract: The titanium (IV) and iron (III) MOF solid MUV-17 (TiFe2), has general formula (1): [TiIVFeIII2(O)(L)2(X)3]S, where X is each equal or different selected from: O2?, OH?, H2O, F?, Cl?, Br?, I?, NO3?, ClO4?, BF4?, SCN?, OH?, CH3COO?, C5H7O2?, SO42? and CO32?, L is a tricarboxylic ligand and S is at least one molecule of a polar solvent selected from the group consisting of N,N?-dimethylformamide,N,N?-diethylformamide,N,N?-dimethylacetamide, N-methyl-2-pyrrolidone, methanol, ethanol, isopropanol, n-propanol, water and mixtures thereof. The titanium (IV) and iron (III) MOF solid has long-term catalytic activity for the degradation of toxic compounds. The method for obtaining them comprises dissolving the components under anaerobic conditions. The invention also relates to the use of the titanium (IV) and iron (III) MOF solid as an additive with detoxifying properties of toxic compounds.

Abstract: Provided is a computer-implemented method for authenticating a customer during payment transactions based on biometric identification parameters of the customer that includes receiving image data associated with an image template for identification of a customer, receiving image data associated with an image of a biometric identification parameter of the customer during a payment transaction between the customer and a merchant, establishing a short-range communication connection with a user device associated with the customer during the payment transaction between the customer and the merchant, authenticating an identity of the customer for the payment transaction via the short-range communication connection, determining an account identifier of an account of the customer based on authenticating the identity of the customer for the payment transaction, and processing the payment transaction using the account identifier of the account of the customer. A system and computer program product are also disclosed.

Abstract: An eye test administered to a remote subject over a computer network, where sensors provide feedback through the computer network so that light source position, light source brightness and/or a display configuration and/or parameter setting related to a visual display that is used to implement the remote eye test.

Abstract: Method, apparatus, and computer program product are provided for verifying location using sound. In some embodiments, location data representing an unverified location of a first electronic device are received. Audio data generated based on sound detected by a sensor of the first electronic device during a predetermined time are received, as well as audio data generated based on trusted sound detected by a sensor of a second electronic device during the predetermined time, wherein the second electronic device is located near the unverified location of the first electronic device, and wherein the trusted sound includes one or more frequencies inaudible to humans (e.g., infrasonic and/or ultrasonic sound). The audio data generated by the first and second electronic devices are analyzed and a similarity score representing a similarity between the respective audio data is generated. The unverified location of the first electronic device may be verified based on the similarity score.

Abstract: A method for dynamically determining a separation distance in which thermal images of a space are received that indicate a count and location of users within the space, temperature of the users within the space are received along with acoustic data from the users within the space, which is filtered to include specific symptom-related sounds and discard other sounds. The one or more processors generate a probability of a contagious infection of users within the space at a location determined by the thermal images, based on correlating the temperature and the acoustic data associated with the users within the space. A separation distance from the users within the space is calculated, based on the locations and the probabilities of infection of the users within the space, and a notification corresponding to the calculated separation distance is delivered to a protected user.