Review on time series distance measuring for similarity query
Yajun Liu · Jisuanji gongcheng yu sheji · 2010
Separating into unitary time series and multivariate time series,it reviews and summarizes the main presented methods of time series distance measuring.The theory and characteristic of each algorithm is analyzed,the tolerance is compared to time series transformations and time complexity with each other.Objectively,there is no absolute preference between the algorithms because the theory and character of each algorithm is different,then every algorithm suit different problem domain.The research of this paper can guide user to select suitable distance measuring algorithm in a specific application.It also provides reference to designing new distance measuring algorithm in time series data mining.