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Time Series Pattern Recognition Based on MAP Transform ...
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由 I Batyrshin 著作2006被引用 8 次 — We discuss main properties of MAP transform, introduce a concept of a MAP image of time series and distance between time series patterns based on this concept ...
Time Series Pattern Recognition Based on MAP Transform ...
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2024年10月22日 — The methods of pattern recognition in time series based on moving approximation (MAP) transform and MAP image of patterns are proposed.
Time Series Pattern Recognition Based on MAP Transform and ...
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The methods of pattern recognition in time series based on moving approximation (MAP) transform and MAP image of patterns are proposed and an example of ...
Time Series Pattern Recognition Based on MAP Transform ...
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We discuss main properties of MAP transform, introduce a concept of a MAP image of time series and distance between time series patterns based on this concept ...
Time Series Pattern Recognition Based on MAP Transform ...
Springer
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由 I Batyrshin 著作2006被引用 8 次 — This technique consists of two parts: i) moving approximation (MAP) transform calculates slopes in sliding window of a given size; and ii) a “local trend” ...
Time Series Pattern Recognition Based on MAP Transform and ...
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Time Series Pattern Recognition Based on MAP Transform and Local Trend Associations · List of references · Publications that cite this publication.
Perception Based Time Series Data Mining with MAP ...
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2024年10月22日 — The paper proposes novel methods of perception based time series data mining using perceptual patterns, fuzzy rules and linguistic descriptions.
Time series shape association measures and local trend ...
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We discuss a new method of time series data mining using moving approximation (MAP) transform and association measures based on MAP. MAP transform replaces time ...
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Time-series pattern recognition in Smart Manufacturing ...
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由 MA Farahani 著作2023被引用 39 次 — The purpose of this paper is to provide a structured perspective of the current state of time-series pattern recognition in manufacturing with a problem- ...
Perception-based approach to time series data mining
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Time series data mining (TSDM) techniques permit exploring large amounts of time series data in search of consistent patterns and/or interesting ...
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