Indexing multi-dimensional time-series with support for multiple distance measures
Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining
Computational Genome Analysis: An Introduction
Computational Genome Analysis: An Introduction
Similarity search: a matching based approach
VLDB '06 Proceedings of the 32nd international conference on Very large data bases
Bioinformatics
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It is described a concept of an algorithm of similar sequences of samples detection in groups of long biomedical time-processes. The concept is based on the properties of a similarity measure. The method is based on the operations of splitting the process into sections and/or subsections, assessment the similarities between selected pairs of sections and on collection of similar sections into similarity groups. Calculation costs reduction by selection of jointly admissible pairs of sections of the analyzed process is proposed. A possibility to extend the approach on streaming processes is shortly described. Basic points of the method are illustrated by numerical examples.