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This paper proposes a new multiple instance learning (MIL) method based on a MIL back-propagation neural network (MIBP), which is an extension of the standard back-propagation neural network (BPNN) that uses labeled bags of instances as training data. The method finds a concept point t in the feature space which is close to instances from positive bags and far from instances in negative bags. Our...
Chinese wines of different wine styles and varieties have different microstructure, and their micrograph show floccule, stick and granule of variant shape and size. Chinese wines can be classification or graded by the micrographs. Shape and structure of wines' particles in microstructure is the most important feature for recognition and classification of wines. After denoising and segment of micrographs,...
In fusion welding process, a monolithic structure is obtained at the weldment between the two pieces to be joined. This monolithic structure called the welded zone has got different shapes, which depend upon the type of welding process and its parameters. The strength of the welded structure depends upon the extent to which the metal penetrates between the joint and the volume of the parent metal...
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