International Business Machines Corporation

Isaac Markus Serfaty

Shikhar Kwatra

Michael S Gordon

Komminist S Weldemariam

James R Kozloski

Abdigani Mohamed Diriye

Srihari Sridharan

An artificial neural network trained to predict the availability of an unused duration of a parking space based on input features is executed. Input features may include at least a contextual situation associated with the second entity, a behavior factor associated with a first entity that has been using the parking space, geographical location and time, events occurring within a threshold distance from the parking space. The artificial neural network may be further trained to output a transfer affinity based on the predicted availability of an unused duration, the contextual situation associated with the second entity and the behavior factor associated with the first entity. Based at least on the transfer affinity, the second entity can be selected. The unused duration can be transferred to the second entity from the first entity. The transferring can also include storing a payment and associated computation as a blockchain node in a blockchain.

Parking continuity with unused duration between automated vehicles

Methods and systems for generating a multichannel audio object. One or more features in a given video frame are identified using one or more image analysis neural networks. A multichannel audio object is generated based on the one or more identified features and one or more baseline audio tracks using an audio neural network.

Spatial-based audio object generation using image information

A social media control method, system, and computer program product, include detecting a contextual meaning of a content of a third-party post on a user's social media account, classifying the content into user-defined categories based on an overlap between the contextual meaning and the user-defined categories, identifying an undesired piece of information from the content, identifying a trusted online friend within a social media circle of the user, and providing a one-time access control to the identified trusted online friend to rectify the undesired content in the third-party post.

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Miami, FL, United States of America

Isaac Markus Serfaty