Description Usage Arguments Value References
This mainly internal function offers a unified framework to access the
dist
function from the proxy
package and additional
(semi-)metrics.
1 2 3 4 5 |
x |
[ |
y |
[ |
method |
[
|
dmin, dmax, dmin1, dmax1, dmin2, dmax2 |
[ |
t1, t2 |
[ |
.poi |
[ |
custom.metric |
[ |
a, b, c |
[ |
lambda |
[ |
... |
additional parameters to the (semi-)metrics. |
a matrix of dimensions nrow(x)
by nrow(y)
containing the
distances of the functional observations contained in x
and y
,
if y
is specified. Otherwise a matrix containing the distances of all
functional observations within x
to each other.
Boersch-Supan (2016). rucrdtw: Fast time series subsequence search in R. The Journal of Open Source Software URL http://doi.org/10.21105/joss.00100
Fuchs, K., J. Gertheiss, and G. Tutz (2015): Nearest neighbor ensembles for functional data with interpretable feature selection. Chemometrics and Intelligent Laboratory Systems 146, 186 - 197.
Rakthanmanon, Thanawin, et al. "Searching and mining trillions of time series subsequences under dynamic time warping." Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining. ACM, 2012.
Srivastava, A. and E. P. Klassen (2016). Functional and Shape Data Analysis. Springer.
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