Abstract: An embodiment apparatus for predicting traffic flow on a new road includes a memory, an input device, and a controller configured to input traffic data corresponding to a default context of the new road received by the input device to a prediction model stored in the memory, training of which is completed, and to predict a traffic flow corresponding to various contexts of the new road based on the prediction model.

Abstract: An apparatus for predicting a traffic speed and a method thereof are provided. The apparatus includes an input device that receives traffic speed sequences of a plurality of links and a controller that detects a spatio-temporal relationship between traffic speeds of the plurality of links and predicts a future traffic speed of a target link based on the spatio-temporal relationship between the traffic speeds of the plurality of links.

Abstract: A device for detecting a rear collision of a vehicle, the device including a first sensor unit that is disposed on one side of a back of the vehicle and detects a target vehicle positioned behind the vehicle to generate first sensing data, a second sensor unit that is disposed on the other side of the back of the vehicle and detects the target vehicle to generate second sensing data, an ultrasonic sensor that is mounted on the back of the vehicle, and detects a proximity of the target vehicle to generate third sensing data, and a controller that determines a relative speed and a relative distance with the target vehicle using the first sensing data and the second sensing data, determines the proximity of the target vehicle using the third sensing data, and determines an output of a command of unfolding an airbag outwardly mounted on the back of the vehicle and an output of a command of controlling a vehicle headrest.

Abstract: According to one implementation, a narrative visualization system includes a computing platform having a hardware processor and a system memory storing a narrative visualization software code. The hardware processor is configured to execute the narrative visualization software code to receive multiple media files. For each of the media files, the hardware processor is further configured to execute the narrative visualization software code to parse the media file to identify a primary content and metadata describing the primary content, to analyze the metadata to determine representative features of the primary content, and to generate a visualization of the primary content based on the metadata and the representative features. The visualization depicts a temporal flow of the primary content in a story tune of the primary content in apposition to a temporal flow of the primary content in a narrative time of the primary content.

Abstract: According to one implementation, a narrative visualization system includes a computing platform having a hardware processor and a system memory storing a narrative visualization software code. The hardware processor is configured to execute the narrative visualization software code to receive multiple media files. For each of the media files, the hardware processor is further configured to execute the narrative visualization software code to parse the media file to identify a primary content and metadata describing the primary content, to analyze the metadata to determine representative features of the primary content, and to generate a visualization of the primary content based on the metadata and the representative features. The visualization depicts a temporal flow of the primary content in a story tune of the primary content in apposition to a temporal flow of the primary content in a narrative time of the primary content.

Abstract: A pressure side impact sensor for a vehicle according to an exemplary embodiment of the present invention includes: a housing which has a connector; a middle cover which is connected with the housing, and has a flow path for transmitting air; an air pressure sensor which is positioned between the housing and the middle cover, and detects air pressure in a vehicle; and a cover which is connected with the middle cover, in which the middle cover has a locking hole, and the cover further includes a guide locking portion which is movable inward and outward from the cover, and coupled to the locking hole.

Abstract: A power train for hybrid vehicles increases the range of the transmission gear ratio within which the efficiency of the power train is superior. Furthermore, the method of operating the power train is varied depending on the transmission gear ratio, so that the power train can be operated with superior efficiency.

Abstract: A power delivery system of a hybrid vehicle includes: a planetary gear part disposed including a first planetary gear, a second planetary gear, and a third planetary gear; a driving motor/generator part including a first motor/generator connected to the third planetary gear such that a power delivery can be performed therebetween, and a second motor/generator configured to deliver power to a driving shaft via the second planetary gear and supporting an engine in a starting state so as to operate the driving shaft; a clutch part connected to the planetary gear part such that the hybrid vehicle can drive by changing the operation mode at at least a critical mechanical point wherein the mechanical power of the driving motor/generator part is zero; and a controller controlling operations of the driving motor/generator part and the clutch part.

Abstract: A power train for hybrid vehicles increases the range of the transmission gear ratio within which the efficiency of the power train is superior. Furthermore, the method of operating the power train is varied depending on the transmission gear ratio, so that the power train can be operated with superior efficiency.