Information mining over heterogeneous and high-dimensional time-series data in clinical trials databases.

Information mining over heterogeneous and high-dimensional time-series data in clinical trials databases.

An effective analysis of clinical trials data involves analyzing different types of data such as heterogeneous and high dimensional time series data. The current time series analysis methods generally assume that the series at hand have sufficient length to apply statistical techniques to them. Othe...

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Detalles Bibliográficos
Publicado en:IEEE Transactions on information technology in biomedicine 10, 2 (2006).
Autor Principal: Altiparmak, F.
Formato: Artigo
Idioma:English
Subjects:
Clinical trials databases.
Clustering technique.
Data mining algorithm.
Declustering technique.
Feature selection.
Heterogeneous data.
High-dimensional time-series data.
Information mining.
Statistical techniques.