Samsung Electronics Co., Ltd.

Universitaet Zuerich

Other

Unversität Zürich

Enea Ceolini

Shih-Chii Liu

Daniel Neil

Stefan Braun

Jithendar Anumula

Arko Ghosh

A sensor transformation attention network (STAN) model including sensors configured to collect input signals, attention modules configured to calculate attention scores of feature vectors corresponding to the input signals, a merge module configured to calculate attention values of the attention scores, and generate a merged transformation vector based on the attention values and the feature vectors, and a task-specific module configured to classify the merged transformation vector is provided.

Sensor transformation attention network (STAN) model

A sensor transformation attention network (STAN) model including sensors, attention modules, a merge module and a task-specific module is provided. The attention modules calculate attention scores of feature vectors corresponding to the input signals collected by the sensors. The merge module calculates attention values of the attention scores, and generates a merged transformation vector based on the attention values and the feature vectors. The task-specific module classifies the merged transformation vector.

The invention relates to a method for monitoring touchscreen events () of a handheld device (), wherein &#x2014;a monitoring application () is provided, &#x2014;at least one touchscreen event () on a display screen () of said handheld device () is detected by means of said monitoring application (), wherein the touchscreen event () is directed to a foreground application (), &#x2014;event data () is generated for said at least one touchscreen event () by means of said monitoring application (), wherein said event data () comprises a time stamp () of said at least one touchscreen event () and an identification () of said foreground application (), &#x2014;said event data () is stored by means of said monitoring application (). The invention further relates to a computer program for executing the steps of the method according to the invention.

Method and computer program for monitoring touchscreen events of a handheld device

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Zurich, Switzerland

Enea Ceolini