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integrated search algorithm
Tradução de "integrated search algorithm" em chinês
集成的搜索算法
集成搜索算法
August 9, 2005 A computer implemented method of signal characterization for event code analysis in a manufacturing facility, comprising an integrated search algorithm that cooperatively optimizes data mining sub-tasks, the integrated search algorithm including a machine learning model, the integrated search algorithm comprising: processing the data for data embedding that includes extracting quantity or quality features from the data; data embedding the processed data for searching for patterns; extracting time and frequency patterns to provide training samples that include temporal and useful patterns of data that can be used for modeling, estimation, prediction and/or analysis of data features; and training the machine learning model to represent the temporal and useful data patterns for signal characterization according to the training samples, wherein the temporal and useful patterns of data include information that is used to optimize a system or process.
2005年8月9日 处理数据：事件代码分析的制造工厂，包括一个整合的搜索算法，协同优化数据挖掘子任务，集成搜索算法，包括机器学习模型，集成的搜索算法，包括信号特征的计算机实现方法数据嵌入，其包括从所述数据中提取的数量或质量特性；数据嵌入用于搜索模式的处理后的数据；提取时间和频率模式来提供训练样本，包括时间和有用数据模式可以被用于建模，估计，预测和/或数据的特征数据；和训练机器学习模型根据训练样本，其特征在于，数据的时间和有用的模式包括被用来优化一个系统或过程的信息来表示的时间的和有用的数据型态的信号表征。
A system, method, and apparatus for signal characterization, estimation, and prediction comprising an integrated search algorithm that cooperatively optimizes several data mining sub-tasks, the integrated search algorithm including a machine learning model, and the method comprising processing the data for data embedding, data embedding the processed data for searching for patterns, extracting time and frequency patterns, and training the model to represent learned patterns for signal characterization, estimation, and prediction.
摘要 一种系统，方法及装置的信号特性，估算，并预测其包括一个集成的搜索算法，该算法协同优化几个数据挖掘子任务，集成搜索算法包括机器学习模型，并且该方法包括处理该数据为数据嵌入，数据嵌入用于搜索的模式，提取时间和频率模式，训练模式，代表学模式信号鉴定，评估，预测和处理后的数据。
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