Shortened Persistent Homology for a Biomedical Retrieval System with Relevance Feedback

机译：具有相关反馈的生物医学检索系统的持久同源性缩短

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This is the report of a preliminary study, in which a new coding of persistence diagrams and two relevance feedback methods, designed for use with persistent homology, are combined. The coding consists in substituting persistence diagrams with complex polynomials; these are "shortened", in the sense that only the first few coefficients are used. The relevance feedback methods play on the user's feedback for changing the impact of the different filtering functions in determining the output.

机译：这是一项初步研究的报告，其中结合了针对持久性同源性设计的新的持久性图编码和两种相关性反馈方法。编码包括用复杂的多项式代替持久性图。在仅使用前几个系数的意义上，它们是“缩短的”。相关性反馈方法将根据用户的反馈进行操作，以更改不同过滤功能在确定输出时的影响。

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来源
《Machine Learning and Knowledge Extraction》|2018年|282-292|共11页
会议地点 Hamburg(DE)
作者
Alessia Angeli; Massimo Ferri; Eleonora Monti; Ivan Tomba;
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作者单位

Department of Mathematics, University Bologna, Bologna, Italy;

Department of Mathematics and ARCES, University Bologna, Bologna, Italy;

Department of Mathematics, University Bologna, Bologna, Italy;

2RD Department, CA-MI S.r.l., Via Ugo La Malfa 13, Pilastro di Langhirano, PR, Italy;

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原文格式 PDF
正文语种 eng
中图分类
关键词
Persistence diagram; Elementary symmetric function; Projected gradient;

机译：持久性图；基本对称函数；投影渐变;

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1. Convolutional neural networks for relevance feedback in content based image retrieval A Content based image retrieval system that exploits convolutional neural networks both for feature extraction and for relevance feedback [J] . Lorenzo Putzu, Luca Piras, Giorgio Giacinto Multimedia Tools and Applications . 2020,第37a38期

机译：基于内容的图像检索的相关反馈的卷积神经网络基于内容的图像检索系统，用于利用特征提取和相关性反馈的卷积神经网络
2. Lexical paraphrasing and pseudo relevance feedback for biomedical document retrieval [J] . Wasim Muhammad, Asim Muhammad Nabeel, Ghani Muhammad Usman, Multimedia Tools and Applications . 2019,第21期

机译：词汇释义和伪相关反馈，用于生物医学文献检索
3. Enhanced Biomedical Retrieval Using Discriminative Term Selection for Pseudo Relevance Feedback [J] . Wasim Muhammad, Khan Muhammad Usman Ghani, Mahmood Waciar Journal of Medical Imaging and Health Informatics . 2018,第5期

机译：利用鉴别术语选择增强生物医学检索伪相关反馈
4. Shortened Persistent Homology for a Biomedical Retrieval System with Relevance Feedback [C] . Alessia Angeli, Massimo Ferri, Eleonora Monti, International Cross-Domain Conference for Machine Learning and Knowledge Extraction . 2018

机译：具有相关反馈的生物医学检索系统的持续同源性
5. Local feature saliency maps for persistent relevance feedback-driven content-based image retrieval. [D] . Jones, Brett Charles. 2001

机译：局部特征显着图，用于持久性相关性反馈驱动的基于内容的图像检索。
6. Integrating unified medical language system and association mining techniques into relevance feedback for biomedical literature search [O] . Yanqing Ji, Hao Ying, John Tran, 2016

机译：将统一的医学语言系统和关联挖掘技术集成到相关反馈中以进行生物医学文献搜索
7. Shortened Persistent Homology for a Biomedical Retrieval System with Relevance Feedback [O] . Alessia Angeli, Massimo Ferri, Eleonora Monti, 2018

机译：具有相关反馈的生物医学检索系统的持续同源性

Shortened Persistent Homology for a Biomedical Retrieval System with Relevance Feedback

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