In the world of machine learning and artificial intelligence, clean data is everything. Even a small number of mislabeled ...

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In this paper, we propose a framework for generating test data from software specifications. The selected specification is Unified Modeling Language (UML) state machine diagram. UML state machine ...

(U.S. Navy photo) The Navy is working with the Defense Innovation Unit to use artificial intelligence and machine learning to process the vast quantity of data it receives and make sense of it for ...

The study aims to determine the best plan for data preprocessing in machine learning by comparing approaches. Finally, the findings help to improve our knowledge and application of imputation ...

Engineering Laboratory, University of Cambridge, Cambridge CB2 1PZ, U.K. Department of Physics and Astronomy, University College, London WC1E 6BT, U.K. Yusuf Hamied Department of Chemistry, University ...