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Titlebook: Applied Time Series Analysis and Innovative Computing; Sio-Iong Ao Book 2010 Springer Science+Business Media B.V. 2010 Computing Algorithm

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發(fā)表于 2025-3-21 18:11:24 | 只看該作者 |倒序?yàn)g覽 |閱讀模式
期刊全稱(chēng)Applied Time Series Analysis and Innovative Computing
影響因子2023Sio-Iong Ao
視頻videohttp://file.papertrans.cn/161/160203/160203.mp4
發(fā)行地址With comprehensive introductory chapter to the time series analysis.With detailed descriptions of some current innovative computing paradigms.With detailed descriptions of some tailor-made innovative
學(xué)科分類(lèi)Lecture Notes in Electrical Engineering
圖書(shū)封面Titlebook: Applied Time Series Analysis and Innovative Computing;  Sio-Iong Ao Book 2010 Springer Science+Business Media B.V. 2010 Computing Algorithm
影響因子.Applied Time Series Analysis and Innovative Computing .contains the applied time series analysis and innovative computing paradigms, with frontier application studies for the time series problems based on the recent works at the Oxford University Computing Laboratory, University of Oxford, the University of Hong Kong, and the Chinese University of Hong Kong. The monograph was drafted when the author was a post-doctoral fellow in Harvard School of Engineering and Applied Sciences, Harvard University. It provides a systematic introduction to the use of innovative computing paradigms as an investigative tool for applications in time series analysis. .Applied Time Series Analysis and Innovative Computing .offers the state of art of tremendous advances in applied time series analysis and innovative computing paradigms and also serves as an excellent reference work for researchers and graduate students working on applied time series analysis and innovative computing paradigms..
Pindex Book 2010
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Applied Time Series Analysis,rol of the system, or to obtain better forecasting of future values. Applied time series analysis consists of empirical models for analyzing time series in order to extract meaningful statistics and other properties of the time series data. Time series models have various forms and represent differe
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Real-Word Application II: Developing Innovative Computing Algorithms for Biological Time Series,ries data sets. An ensemble of the ENN and SVM models are described for how to further improve the prediction accuracy of the individual models. In order to provide the neural networks with explanation capabilities, a pedagogical rule extraction technique is considered for inferring the output of ou
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Real-Word Application III: Developing Innovative Computing Algorithms for Astronomical Time Series,and semi-automatic methods in the classifications/detections of the astrophysical objects. In fact, for surveys of millions of objects, it may not be possible to detect the desired objects by expert inspection alone. Quasars are interesting astrophysical objects that have been recently discovered mo
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https://doi.org/10.1007/978-3-319-12283-0moving average models. The autoregressive integrated moving average models are the general class of these models for forecasting a time series that can be stationarized by transformations such as differencing. In a frequency domain model, the analysis of mathematical functions or signals is conducte
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Epilepsy Towards the Next Decade knowledge metadata systems are presented. The advances in visualization, design and communication are described in Section 3.4. Section 3.5 is about the advances of innovative computing for time series problems, like retrieval, automatic classification, clustering, and automatic monitoring of time
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