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Causal analysis & decision intelligence for manufacturing at Bosch-Alessandro Oltramari&Cory Henson
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Abstract
Bosch is a multinational engineering and technology company that develops products in various business sectors, including mobility, industrial technology, energy and building technology, and consumer goods. Currently, Bosch employs over 427K workers and generates ~100B/yr in sales revenue. At the Bosch Center for Artificial Intelligence, in Pittsburgh, we focus on research in the area of neuro-symbolic AI, combining machine learning with knowledge engineering technologies. In this talk, we will illustrate recent efforts in the areas of causal analysis and decision intelligence to improve industrial manufacturing processes. More specifically, we discuss the application of neuro-symbolic methods for (1) root-cause analysis and (2) cognitive architectures for decision making.
About the authors
Bosch is a multinational engineering and technology company that develops products in various business sectors, including mobility, industrial technology, energy and building technology, and consumer goods. Currently, Bosch employs over 427K workers and generates ~100B/yr in sales revenue. At the Bosch Center for Artificial Intelligence, in Pittsburgh, we focus on research in the area of neuro-symbolic AI, combining machine learning with knowledge engineering technologies. In this talk, we will illustrate recent efforts in the areas of causal analysis and decision intelligence to improve industrial manufacturing processes. More specifically, we discuss the application of neuro-symbolic methods for (1) root-cause analysis and (2) cognitive architectures for decision making.
About the authors
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