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Dynamic time war** (DTW) has proven itself to be an exceptionally strong distance
measure for time series. DTW in combination with one-nearest neighbor, one of the simplest …

Tallenna Viittaa Viittausten määrä 423 Aiheeseen liittyviä artikkeleita Kaikki 8 versiota

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A review on time series data mining

T Fu - Engineering Applications of Artificial Intelligence, 2011 - Elsevier

Time series is an important class of temporal data objects and it can be easily obtained from
scientific and financial applications. A time series is a collection of observations made …

Tallenna Viittaa Viittausten määrä 1859 Aiheeseen liittyviä artikkeleita Kaikki 5 versiota

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Experimental comparison of representation methods and distance measures for time series data

X Wang, A Mueen, H Ding, G Trajcevski… - Data Mining and …, 2013 - Springer

The previous decade has brought a remarkable increase of the interest in applications that
deal with querying and mining of time series data. Many of the research efforts in this context …

Tallenna Viittaa Viittausten määrä 1134 Aiheeseen liittyviä artikkeleita Kaikki 20 versiota

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A time series forest for classification and feature extraction

H Deng, G Runger, E Tuv, M Vladimir - Information Sciences, 2013 - Elsevier

A tree-ensemble method, referred to as time series forest (TSF), is proposed for time series
classification. TSF employs a combination of entropy gain and a distance measure, referred …

Tallenna Viittaa Viittausten määrä 747 Aiheeseen liittyviä artikkeleita Kaikki 7 versiota

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A review on time series data mining

Experimental comparison of representation methods and distance measures for time series data

A time series forest for classification and feature extraction