Abstract: There are proposed methods, devices, and computer program products for feature management. In the method, a first event associated with a first and a second object, and a second event associated with the first and second events are obtained, and a type of the first event is different from a type of the second event. A first feature of the first object is determined based on a first encoder, and a second feature of the second object is determined based on a second encoder. The first encoder is updated based on the first and second features and the first and second events. With these implementations, multiple events are used in determining the encoder for extracting the feature, and thus the encoder may have better performance in accuracy and increase performance of downstream tasks.

Abstract: A system comprises a computer including a processor and a memory. The memory includes instructions such that the processor is programmed to receive geoindexed detected vehicle event data from at least one vehicle occurring within a predefined time period, normalize the geoindexed detected vehicle event data according to Global Position System (GPS) data corresponding to a geoindex map, and generate an infrastructure recommendation based on the normalized and aggregated geoindexed detected vehicle event data.

Abstract: A system comprises a computer including a processor and a memory. The memory includes instructions such that the processor is programmed to receive geoindexed detected vehicle event data from at least one vehicle occurring within a predefined time period, normalize the geoindexed detected vehicle event data according to Global Position System (GPS) data corresponding to a geoindex map, and generate an infrastructure recommendation based on the normalized and aggregated geoindexed detected vehicle event data.

Abstract: A system and method of performing vehicle navigation services in coordination with a handheld wireless device that involves determining a vehicle location at a vehicle using a vehicle telematics unit of the vehicle; identifying a plurality of points-of-interest (POIs) within a predetermined range of the vehicle location; detecting a vehicle occupant has exited the vehicle; sending an instruction from the vehicle that directs a handheld wireless device associated with the vehicle occupant or the vehicle to begin generating location data; and receiving the location data from the handheld wireless device.

Abstract: A system and method of performing vehicle navigation services in coordination with a handheld wireless device that involves determining a vehicle location at a vehicle using a vehicle telematics unit of the vehicle; identifying a plurality of points-of-interest (POIs) within a predetermined range of the vehicle location; detecting a vehicle occupant has exited the vehicle; sending an instruction from the vehicle that directs a handheld wireless device associated with the vehicle occupant or the vehicle to begin generating location data; and receiving the location data from the handheld wireless device.

Abstract: A carpooling server includes a processor; a server communication transceiver that receives pick-up time and location, drop-off location, and window time from a mobile device communication platform, and delay threshold from a participating vehicle (PV) communication platform; and a real-time carpooling program. First filter includes computer readable instructions (CRI) to identify a qualified trip upon determining pick-up time is within a PV trip travel period. Second filter receives a then-current location of the PV associated with the qualified trip, and includes CRI to: estimate an arrival time (ETA) of PV at pick-up location; and identify a potential carpool candidate (PCC) upon determining ETA is within the window time. Third filter includes CRI to: estimate a new end time (ENET) for the PCC by combining the PV then-current location with pick-up/drop-off locations and an original PV destination; and identify a carpool candidate upon determining ENET is within the delay threshold.