| 示例学习的抽象信道模型及其应用 |
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| 引用本文： | 钟鸣,陈文伟.示例学习的抽象信道模型及其应用[J].计算机研究与发展,1992,29(1):37-43. |
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| 作者姓名： | 钟鸣 陈文伟 |
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| 作者单位： | [1]解放军防化研究院计算中心，北京102205 [2]国防科学技术 |
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| 摘 要： | 本文提出了示例学习的抽象信道模型，引入一个新的特征选择量－信道容量。介绍了应用这个模型建立的示例学习系统IBLE及其用于质谱解析取得的结果。
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| 关 键 词： | 示例学习 人工智能 机器学习 抽象信道模型 |
The Abstract Channel Model for Learning From Examples and Its Application |
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| Zhong Ming
Computing Centre of Chemical Defence Institute,Beijing
Chen Wenwei
National University of Defence Technology,Changsha.The Abstract Channel Model for Learning From Examples and Its Application[J].Journal of Computer Research and Development,1992,29(1):37-43. |
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| Authors: | Zhong Ming
Computing Centre of Chemical Defence Institute Beijing
Chen Wenwei
National University of Defence Technology Changsha |
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| Affiliation: | Zhong Ming
Computing Centre of Chemical Defence Institute,Beijing 102205
Chen Wenwei
National University of Defence Technology,Changsha 410073 |
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| Abstract: | The abstract channel model for learning from examples is presented and a new attribute selection measure (channel capacity) is introduced. The system IBLE of learning from examples built with the model and the results obtained by using IBLE for the interpretation of mass spectra are recommended. |
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| Keywords: | learning from examples information theory ID algorithm channel capacity interpretation of mass spectra |
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