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The recent need to extract real-time insights from data has driven the need for machine learning algorithms that can operate on data streams.
The normalization step to control cross-source bias did not annul the need for machine learning-based classifier to define a discriminative pattern; PCA of the two sources-mixed normalized data sets resulted again in poor separation between stomach cancer and control samples (Figure S4).
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So there is also a need for machine-generated questions in this domain.
The need for machining of GFRP composites has not been eliminated fully.
This indicates the need to produce 3D braided composite components to net-shape, thus, removing any need for machining that will reduce its performance.
The need for machining of the components is reduced to a minimum and welding during final assembly is reduced substantially compared to conventional practice.
To meet these requirements, it was decided to explore the mandrel drawing of carbon steel tubes to submicron surface finish and thereby reduce the need for machining and honing the inner diameter of the tube.
(T_{mch}^) Extra time needed for machine type m allocated to cell c in period h.
Intel has been beating the drum on FPGA as well, which is designed to be more modular and flexible as the needs for machine learning change over time.
Extra time needed for machine type m allocated to cell c in period h. the under-fulfillment of demand of part type p in period h under scenario s.
To achieve an effective and safe operation on the machine system where the human interacts with the machine mutually, there is a need for the machine to understand the human state, especially cognitive state, when the human's operation task demands an intensive cognitive activity.
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CEO of Professional Science Editing for Scientists @ prosciediting.com