Information Dilution: Granule-Based Information Hiding in Table Data - A Case of Lenses Data Set in UCI Machine Learning Repository

机译：信息稀释：基于颗粒的信息隐藏在表数据中-以UCI机器学习存储库中的镜头数据集为例

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We reconsider information dilution, which was originally proposed in [4]. This adds the noises to the value in table data in order to hide the actual value, namely information dilution is a kind of information hiding in table data. In this paper, we pick up lenses data set ϕ in UCI machine learning repository, and we dilute this data set ϕ with preserving obtainable rules.

机译：我们重新考虑信息稀释，这最初是在[4]中提出的。这会将噪声添加到表数据中的值以隐藏实际值，即信息稀释是隐藏在表数据中的一种信息。在本文中，我们在UCI机器学习存储库中提取镜头数据集,，并通过保留可获得的规则来稀释该数据集ϕ。

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《2016 Third International Conference on Computing Measurement Control and Sensor Network》|2016年|52-55|共4页
会议地点 Matsue(JP)
作者
Hiroshi Sakai; Chenxi Liu; Michinori Nakata;
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原文格式 PDF
正文语种 eng
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关键词
Nickel; Lenses; Generators; Electronic mail; Rough sets; Algorithm design and analysis; Information systems;

机译：镍;透镜;发电机;电子邮件;粗糙集;算法设计与分析;信息系统;

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1. Classification Of Complex UCI Datasets Using Machine Learning And Evolutionary Algorithms [J] . Anuj Gupta International Journal of Scientific & Technology Research . 2015,第5期

机译：使用机器学习和进化算法对复杂UCI数据集进行分类
2. Application of machine learning for prediction of critical heat flux: Support vector machine for data-driven CHF look-up table construction based on sparingly distributed training data points [J] . He Mingfu, Lee Youho Nuclear Engineering and Design . 2018,第NOVa期

机译：机器学习在临界热通量预测中的应用：基于稀疏分布训练数据点的数据驱动CHF查找表构建的支持向量机
3. Outlier Detection Method on UCI Repository Dataset by Entropy Based Rough K-means [J] . Ashok P., Nawaz G. M. Kadhar Defence Science Journal . 2016,第2期

机译：基于熵的粗糙K均值对UCI存储库数据集的异常检测方法
4. Information Dilution: Granule-Based Information Hiding in Table Data - A Case of Lenses Data Set in UCI Machine Learning Repository [C] . Hiroshi Sakai, Chenxi Liu, Michinori Nakata International Conference on Computing Measurement Control and Sensor Network . 2017

机译：信息稀释：隐藏在表数据中的基于颗粒的信息 - UCI机器学习存储库中镜头数据集的情况
5. metadatabank.net: The user of standards in implementing a learning object meta-data repository. [D] . Raven, Scott. 2002

机译：metadatabank.net：实现学习对象元数据存储库的标准用户。
6. Comparative Characterization of Crofelemer Samples Using Data Mining and Machine Learning Approaches With Analytical Stability Data Sets [O] . Maulik K. Nariya, Jae Hyun Kim, Jian Xiong, -1

机译：使用数据挖掘和机器学习方法与分析稳定性数据集比较Crofelemer样品的表征
7. Table 6: Performance of the proposed architectures on other datasets downloaded from UC Irvine Machine Learning Repository (University of California Irvine, 1987), measured through logarithmic loss. [O] . -1

机译：表6：从UC Irvine机器学习储存库（加利福尼亚州Irvine大学）下载的其他数据集的拟议架构的性能通过对数损失来测量。

Information Dilution: Granule-Based Information Hiding in Table Data - A Case of Lenses Data Set in UCI Machine Learning Repository

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