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软件学报  2003 

A Multi-Instance Regression Algorithm Based on Neural Network
基于神经网络的多示例回归算法

Keywords: multi-instance learning,multi-instance regression,machine learning,neural network,neural network ensemble
多示例学习
,多示例回归,机器学习,神经网络,神经网络集成

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Abstract:

Through employing a new error function capturing the nature of multi-instance learning, a neural network based multi-instance regression algorithm is presented in this paper. Experiments on benchmark data sets show that this algorithm deals well with the multi-instance regression problems.

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