International Business Machines Corporation

Shell Usa, Inc.

Jorge Luis Guevara Diaz

Bianca Zadrozny

Carlos Henrique Cardonha

Ligang Lu

Matthias Kormaksson

Campbell D Watson

Marisa Affonso Vasconcelos

Alvaro Bueno Buoro

Dario Augusto Borges Oliveira

Breno William Santos Rezende De Carvalho

Bernardo Nunes Goncalves

Mingqi Wu

Detlef Hohl

John Tolle

Jan Limbeck

A processor may receive weather event data. The processor may determine, utilizing an artificial intelligence model mapping weather events having weather impacts with a higher likelihood of occurrence proximate to each other in the latent space, a weather impact associated with a weather event. In some embodiments, the artificial intelligence model may be trained using historical weather event data and historical weather impact data associated with the historical weather event data. The processor may output the weather impact associated with the weather event to a user.

Automatic weather event impact estimation

A system, method and program product for implementing a machine learning platform that processes a data map having feature and operational information. A system is disclosed that includes an interpretable machine learning model that generates a function in response to an inputted data map, wherein the data map includes feature data and operational data over a region of interest, and wherein the function relates a set of predictive variables to one or more response variables; an integration/interpolation system that generates the data map from a set of disparate data sources; and an analysis system that evaluates the function to predict outcomes at unique points in the region of interest.

Machine learning platform for processing data maps

A wait time control method, system, and computer program product, includes extracting wait times for treatment at emergency facilities and routing times to the emergency facilities based on an emergency request and assigning a patient to an emergency facility by calculating a minimal treatment time for the patient comprising a minimum combined time of a wait time at the emergency facility and a routing time to the emergency facility from a location of the emergency request.

System, method and computer program product for dispatching of medical emergencies and wait time control

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Sao Paulo, Brazil

Jorge Luis Guevara Diaz