Abstract: We present a machine learning optimization approach for task allocation between teams of robots and nurses working collaboratively in a hospital unit. We address task allocation challenges ...

A production-ready implementation of Factorization Machines for recommendation systems with comprehensive evaluation, interactive demos, and proper software engineering practices. This project ...

Abstract: The formation of part families and their corresponding machine cells is a critical phase in the design of a cellular manufacturing system. This article presents a constrained binary matrix ...

Machine learning is a subfield of artificial intelligence, which explores how to computationally simulate (or surpass) humanlike intelligence. While some AI techniques (such as expert systems) use ...