Implements TRACDS (Temporal Relationships between Clusters for Data Streams), a generalization of Extensible Markov Model (EMM). TRACDS adds a temporal or order model to data stream clustering by superimposing a dynamically adapting Markov Chain. Also provides an implementation of EMM (TRACDS on top of tNN data stream clustering).
Stable CRAN version: install from within R with
Current development version: install from GitHub (needs devtools and Rtools for Windows).
See Examples section in the paper rEMM: Extensible Markov model for data stream clustering in R..
Development of this package was supported in part by NSF IIS-0948893 and R21HG005912 from the National Human Genome Research Institute.