similarity-based modeling -回复 什么是基于相似性建模(similarity-based modeling)? 基于相似性建模是一种机器学习方法,它利用样本之间的相似性来构建模型。相似性建模是通过寻找样本之间的共同特征和相似性来识别模式和关联的过程。这种方法基于一个基本假设,即相似的样本往往会有相似的特征和行为。 为什么需要基于相似...
滕卫明, et al. "基于 SBM 技术的发电设备故障预警系统研究." 中国电力 1 (2015): 40-46. Tobar, Felipe A., et al. "Anomaly detection in power generation plants using similarity-based modeling and multivariate analysis." Proceedings of the 2011 American Control Conference. IEEE, 2011. L Quinte...
滕卫明, et al. "基于 SBM 技术的发电设备故障预警系统研究." 中国电力 1 (2015): 40-46. Tobar, Felipe A., et al. "Anomaly detection in power generation plants using similarity-based modeling and multivariate analysis." Proceedings of the 2011 American Control Conference. IEEE, 2011. L Quinte...
Similarity-based modeling (SBM) is a technique whereby the normal operation of a system is modeled in order to detect faults by analyzing their similarity to the normal system states. First proposed around two decades ago, SBM has been successfully used for fault detection in varied systems. In...
successful prediction of the metabolic state of cancer cells across different gene knockdowns and modeling the effects of drug applications on a large scale... O.,Folger,L.,... - 《Molecular Systems Biology》 被引量: 366发表: 2014年 Structure-based prediction of protein-protein interaction site...
Purpose – To provide an overview of the similarity-based modeling (SBM) technology and review its application to condition monitoring of rotating equipment using features calculated from vibration sensor signals. Design/methodology/approach – Concentrates on the practical capabilities and underlying technol...
To this end, first we describe process modeling based on the BPM-compliant standard so that the manufacturing processes can be controlled by BPM systems. Second, we present similarity measures for manufacturing process models that serve ... H Ahn,TW Chang - 《Sustainability》 被引量: 0发表: ...
We describe probabilistic word association models based on distributional word similarity, and apply them to two tasks, language modeling and pseudo-word disambiguation. In the language modeling task, a similarity-based model is used to improve probability estimates for unseen bigrams in a back-off ...
Nonparametric modeling techniques are utilized extensively in applications involving the analysis of complex data sets. Nonparametric approaches have the desirable characteristic that they do not require a priori knowledge of the analytical form of the model meant to characterize a dataset. Instead, they ...
在诸多的模糊推理方法之中,基于相似度的加权模糊推理是一种既简单又灵活的方法。 www.dictall.com 4. Asimilarity-basedsmoothingalgorithm forChineselanguagemodelingand itsapplicationinpinyin-to-characterconversion 一种基于相似度的汉语语言模型平滑技术及其在音字转换中的应用 ...