Enabla<p>When our life is flooded with tons of incoming information, how can one distill what really matters? Of course, using dimensional reduction! 😁 In this lecture, Prof. Rodriguez Garcia explores this exact topic, focusing on Principal Component Analysis (PCA) and multidimensional scaling. He unpacks the intricacies of PCA as a linear transformation method and its role in reducing dimensionality while addressing challenges such as the identification of significant components and the implications of data lying in hyperplanes.</p><p>You're also welcome to explore various multidimensional scaling methods presented in the lecture and their applications in nonlinear dimensional reduction and intrinsic dimensionality estimation.</p><p>📽️ Don't miss the chance to watch this Abdus Salam International Centre for Theoretical Physics (ICTP) <a href="https://mathstodon.xyz/tags/OpenAccess" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>OpenAccess</span></a> lecture for free and engage in discussions with Prof. Rodriguez Garcia and the Enabla community: <a href="https://enabla.com/pub/1107/about" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">enabla.com/pub/1107/about</span><span class="invisible"></span></a></p><p><a href="https://mathstodon.xyz/tags/DimensionalReduction" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DimensionalReduction</span></a> <a href="https://mathstodon.xyz/tags/PrincipalComponentAnalysis" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>PrincipalComponentAnalysis</span></a> <a href="https://mathstodon.xyz/tags/DataScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataScience</span></a> <a href="https://mathstodon.xyz/tags/MultidimensionalScaling" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>MultidimensionalScaling</span></a> <a href="https://mathstodon.xyz/tags/OpenScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>OpenScience</span></a> <a href="https://mathstodon.xyz/tags/ICTP" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ICTP</span></a></p>
mastodon.world is one of the many independent Mastodon servers you can use to participate in the fediverse.
Generic Mastodon server for anyone to use.
Administered by:
Server stats:
8.4Kactive users
mastodon.world: About · Status · Profiles directory · Privacy policy
Mastodon: About · Get the app · Keyboard shortcuts · View source code · v4.4.0
#PrincipalComponentAnalysis
0 posts · 0 participants · 0 posts today
💧🌏 Greg Cocks<p>Multispectral Remote Sensing Expression of Lineaments and Alteration Minerals in Part of Crystalline Rock Units of Southwestern Nigeria - Implication on Gold Prospecting<br>--<br><a href="https://doi.org/10.1016/j.oreoa.2025.100091" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">doi.org/10.1016/j.oreoa.2025.1</span><span class="invisible">00091</span></a> <-- shared paper<br>--<br><a href="https://techhub.social/tags/GIS" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>GIS</span></a> <a href="https://techhub.social/tags/spatial" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>spatial</span></a> <a href="https://techhub.social/tags/mapping" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>mapping</span></a> <a href="https://techhub.social/tags/ASTER" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ASTER</span></a> <a href="https://techhub.social/tags/Gold" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Gold</span></a> <a href="https://techhub.social/tags/Hydrothermal" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Hydrothermal</span></a> <a href="https://techhub.social/tags/HydrothermalAlteration" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>HydrothermalAlteration</span></a> <a href="https://techhub.social/tags/Lineament" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Lineament</span></a> <a href="https://techhub.social/tags/Landsat" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Landsat</span></a> <a href="https://techhub.social/tags/ETM" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ETM</span></a> <a href="https://techhub.social/tags/EnhancedThematicMapper" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>EnhancedThematicMapper</span></a> <a href="https://techhub.social/tags/phyllic" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>phyllic</span></a> <a href="https://techhub.social/tags/Ilesha" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Ilesha</span></a> <a href="https://techhub.social/tags/schist" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>schist</span></a> <a href="https://techhub.social/tags/belt" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>belt</span></a> <a href="https://techhub.social/tags/geology" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>geology</span></a> <a href="https://techhub.social/tags/mining" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>mining</span></a> <a href="https://techhub.social/tags/Nigeria" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Nigeria</span></a> <a href="https://techhub.social/tags/naturalresources" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>naturalresources</span></a> <a href="https://techhub.social/tags/mineral" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>mineral</span></a> <a href="https://techhub.social/tags/mineralresources" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>mineralresources</span></a> <a href="https://techhub.social/tags/golddeposits" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>golddeposits</span></a> <a href="https://techhub.social/tags/aerogeophysical" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>aerogeophysical</span></a> <a href="https://techhub.social/tags/remotesensing" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>remotesensing</span></a> <a href="https://techhub.social/tags/geophysical" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>geophysical</span></a> <a href="https://techhub.social/tags/spatialanalysis" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>spatialanalysis</span></a> <a href="https://techhub.social/tags/geomorphology" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>geomorphology</span></a> <a href="https://techhub.social/tags/geomorphometry" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>geomorphometry</span></a> <a href="https://techhub.social/tags/alteration" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>alteration</span></a> <a href="https://techhub.social/tags/propylitic" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>propylitic</span></a> <a href="https://techhub.social/tags/argillic" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>argillic</span></a> <a href="https://techhub.social/tags/mineralogy" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>mineralogy</span></a> <a href="https://techhub.social/tags/XRD" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>XRD</span></a> <a href="https://techhub.social/tags/structuralgeology" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>structuralgeology</span></a> <a href="https://techhub.social/tags/lithology" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>lithology</span></a> <a href="https://techhub.social/tags/PrincipalComponentAnalysis" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>PrincipalComponentAnalysis</span></a> <a href="https://techhub.social/tags/PCA" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>PCA</span></a> <a href="https://techhub.social/tags/prospecting" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>prospecting</span></a> <a href="https://techhub.social/tags/fracture" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>fracture</span></a> <a href="https://techhub.social/tags/joints" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>joints</span></a> <a href="https://techhub.social/tags/faulting" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>faulting</span></a> <a href="https://techhub.social/tags/Multispectral" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Multispectral</span></a> <a href="https://techhub.social/tags/Lineaments" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Lineaments</span></a> <a href="https://techhub.social/tags/Crystalline" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Crystalline</span></a></p>
💧🌏 Greg Cocks<p>Ecological Modeling, Biogeography, And Phenotypic Analyses Setting The Tiger Cats’ Hyperdimensional Niches Reveal A New Species<br>--<br><a href="https://www.nature.com/articles/s41598-024-52379-8" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">nature.com/articles/s41598-024</span><span class="invisible">-52379-8</span></a> <-- shared paper<br>--<br><a href="https://techhub.social/tags/GIS" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>GIS</span></a> <a href="https://techhub.social/tags/spatial" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>spatial</span></a> <a href="https://techhub.social/tags/mapping" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>mapping</span></a> <a href="https://techhub.social/tags/biogeography" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>biogeography</span></a> <a href="https://techhub.social/tags/ecology" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ecology</span></a> <a href="https://techhub.social/tags/phenotype" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>phenotype</span></a> <a href="https://techhub.social/tags/tigercat" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>tigercat</span></a> <a href="https://techhub.social/tags/hyperdimesional" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>hyperdimesional</span></a> <a href="https://techhub.social/tags/species" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>species</span></a> <a href="https://techhub.social/tags/tigercat" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>tigercat</span></a> <a href="https://techhub.social/tags/tigrinus" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>tigrinus</span></a> <a href="https://techhub.social/tags/model" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>model</span></a> <a href="https://techhub.social/tags/modeling" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>modeling</span></a> <a href="https://techhub.social/tags/ecologicmodeling" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ecologicmodeling</span></a> <a href="https://techhub.social/tags/multidimensional" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>multidimensional</span></a> <a href="https://techhub.social/tags/niche" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>niche</span></a> <a href="https://techhub.social/tags/spotting" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>spotting</span></a> <a href="https://techhub.social/tags/coat" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>coat</span></a> <a href="https://techhub.social/tags/principalcomponentanalysis" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>principalcomponentanalysis</span></a> <a href="https://techhub.social/tags/CentralAmerica" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>CentralAmerica</span></a> <a href="https://techhub.social/tags/SouthAmerica" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SouthAmerica</span></a> <a href="https://techhub.social/tags/oncilla" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>oncilla</span></a> <a href="https://techhub.social/tags/pardinoide" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>pardinoide</span></a> <a href="https://techhub.social/tags/Andes" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Andes</span></a> <a href="https://techhub.social/tags/genetics" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>genetics</span></a> <a href="https://techhub.social/tags/distribution" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>distribution</span></a> <a href="https://techhub.social/tags/monitoring" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>monitoring</span></a> <a href="https://techhub.social/tags/habitat" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>habitat</span></a> <a href="https://techhub.social/tags/characterisation" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>characterisation</span></a> <a href="https://techhub.social/tags/savannah" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>savannah</span></a> <a href="https://techhub.social/tags/mountains" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>mountains</span></a> <a href="https://techhub.social/tags/forest" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>forest</span></a></p>
TrendingLive feeds
Mastodon is the best way to keep up with what's happening.
Follow anyone across the fediverse and see it all in chronological order. No algorithms, ads, or clickbait in sight.
Create accountLoginDrag & drop to upload