Finds a low-dimensional embedding of high-dimensional data, conditioning on available manifold information. The current version supports conditional MDS (based on either conditional SMACOF in Bui (2021) <arXiv:2111.13646> or closed-form solution in Bui (2022) <doi:10.1016/j.patrec.2022.11.007>) and conditional ISOMAP in Bui (2021) <arXiv:2111.13646>.

Anh Bui

Conditional Manifold Learning

cz function

<dl> <dt>w</dt>
<dd>the <code>dist</code> object of a weight matrix.</dd> <dt>d</dt>
<dd>the <code>dist</code> object of a distance/dissimilarity matrix.</dd> <dt>dz</dt>
<dd>the <code>dist</code> object of conditional distances.</dd></dl>

Arguments

Author

C(Z) — cz

<dl>

 <dt>w</dt>
<dd>the <code>dist</code> object of a weight matrix.</dd>

 <dt>d</dt>
<dd>the <code>dist</code> object of a distance/dissimilarity matrix.</dd>

 <dt>dz</dt>
<dd>the <code>dist</code> object of conditional distances.</dd>

</dl>

cz: C(Z)

Description

Usage

Value

Arguments

Author

References