Multiple Classifier Systems: Software Engineered, Automatically Modular Leading to a Taxonomic Overview

Derek Partridge; Niall Griffith

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Multiple Classifier Systems: Software Engineered, Automatically Modular Leading to a Taxonomic Overview

机译：多个分类器系统：软件设计，自动模块化的分类学概述

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摘要

One vigorous branch of research aimed at improving the performance of pattern recognition system explores the possibilities for exploiting the differences between a set of variously configured classifiers. This is the field of multiple Classifier systems (MCS), and it is based on the premise that it ought to be possible to organise and exploit the strengths and weaknesses of individual classifiers such that the MCS performance is superior to that of any of this components. Important concerns are the efficiency of multiple classifier constriction, and the effectiveness of the final MCS.

机译：旨在改善模式识别系统性能的一项有力的研究工作探索了利用各种配置的分类器之间的差异的可能性。这是多个分类器系统（MCS）的领域，它基于这样一个前提，即应该有可能组织和利用各个分类器的优缺点，从而使MCS性能优于任何此类组件。。重要的问题是多重分类器收缩的效率以及最终MCS的有效性。

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来源
《Pattern Analysis and Applications》 |2002年第2期|p.180-188|共9页
作者
Derek Partridge; Niall Griffith;
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作者单位

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收录信息美国《科学引文索引》(SCI);
原文格式 PDF
正文语种 eng
中图分类计算技术、计算机技术;
关键词
Classifier diversity; Classifier independence; MCS taxonomy; modular subnets;

机译：分类器多样性;分类器独立性;MCS分类法;模块化子网;

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1. On the Automatic Modularization of Software Systems Using the Bunch Tool [J] . Brian S. Mitchell, Spiros Mancoridis IEEE Transactions on Software Engineering . 2006,第3期

机译：使用捆绑工具对软件系统进行自动模块化
2. The Design and Implementation of a Framework for Automatic Modularization of Software Systems [J] . S. PARSA, O. BUSHEHRIAN Journal of supercomputing . 2005,第1期

机译：软件系统自动模块化框架的设计与实现
3. Multiple classifier systems for automatic sleep scoring in mice [J] . Gao Vance, Turek Fred, Vitaterna Martha Journal of Neuroscience Methods . 2016,第Null期

机译：用于小鼠自动睡眠评分的多个分类器系统
4. A Critical Overview of Modular and Geometric Type Design Categorization in Typographic Taxonomy Systems [C] . Jo?o Brand?o, Jorge dos Reis Duarte, Jo?o Gomes Virtual Conference on Ergonomics in Design;International Conference on Applied Human Factors and Ergonomics . 2020

机译：印刷分类系统中模块化和几何设计分类的关键概述
5. Modular Understanding: A Taxonomy and Toolkit for Designing Modularity in Audio Software and Hardware. [D] . Hetrick, Michael Lynn Saverio. 2017

机译：模块化理解：用于在音频软件和硬件中设计模块化的分类法和工具包。
6. Multiple classifier systems for automatic sleep scoring in mice [O] . Vance Gao, Fred Turek, Martha Vitaterna -1

机译：用于小鼠自动睡眠评分的多个分类器系统
7. Reverse Architecting: Automatic labelling of- Concerns in Reverse Engineered Software Systems [O] . Andam Berima K. 2015

机译：逆向架构：逆向工程软件系统中的自动标注问题

Multiple Classifier Systems: Software Engineered, Automatically Modular Leading to a Taxonomic Overview

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