International Business Machines Corporation

Brad Hoover

John S Werner

Luke N Buschmann

Rajaram B Krishnamurthy

Chanchal Saha

Jayapreetha Natesan

Thomas Ward

Michael Lapointe

Kanayo Okonji

Embodiments of the present invention provide a computer-implemented method for generating test plans based on test failure root causes or symptoms. The method generates a heat map of manufacturing process test failures based at least in part on historical test failures and prior repair actions. A database is searched for test failure records that are relevant to user input. Relevant test failure records are prioritized via an index score that is assigned based at least in part on proximity of the relevant test failure records to the user input. Failure records that have an index score that is higher than a threshold value are detected. Unstructured text data of each of the detected failure records is analyzed to identify relevant keywords and relevancy rates. A test solution priority list is displayed, via a GUI, in a window or view that is separate from the heat map.

Cognitive manufacturing systems test repair action

Embodiments are directed to a computer-implemented method of operating a driver assistance component (DAC) of a vehicle. The method includes receiving sensed operator state data and sensed vehicle state data that represents a vehicle state of the vehicle. Based at least in part on the sensed operator state data, an operator state model is created, trained, and updated. Based at least in part on the sensed vehicle state data, a vehicle state model is created, trained, and updated. Based at least in part on new sensed operator state data, an operator state model classification output is created. Based at least in part on new sensed vehicle state data, a vehicle state model classification output is created. The operator state model classification output and the vehicle state model classification output are correlated, and operating parameters for the DAC are predicted.

Automatic and personalized control of driver assistance components

Embodiments include methods, systems and computer program products for preventing the loss of wireless accessories for mobile devices. Aspects include calculating, by a processor, a distance between a mobile device and at least one of two or more wireless accessories in communication with the mobile device an determining whether the distance between the mobile device and the at least one of two or more wireless accessories is greater than a first threshold distance. Aspects also include generating an alert by the mobile device that indicates that the at least one of two or more wireless accessories is greater than the threshold distance away from the mobile device based on a determination that the distance between the mobile device and the at least one of two or more wireless accessories is greater than the first threshold distance.

Preventing the loss of wireless accessories for mobile devices

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Austin, TX, United States of America

Brad Hoover