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💧🌏 Greg CocksLinking Inca Terraces With Landslide Occurrence In The Ticsani Valley, Peru -- <a href="https://doi.org/10.3390/geosciences14110315" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://doi.org/10.3390/geosciences14110315</a> <-- shared paper -- [takes me back to my engineering geology days in the Southern Hemisphere, including my thesis – with a healthy dose of spatial analysis and modeling – and all with a specific use; what is not to like?] <a href="https://techhub.social/tags/GIS" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#GIS</a> <a href="https://techhub.social/tags/spatial" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#spatial</a> <a href="https://techhub.social/tags/mapping" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#mapping</a> <a href="https://techhub.social/tags/landslides" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#landslides</a> <a href="https://techhub.social/tags/massmovement" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#massmovement</a> <a href="https://techhub.social/tags/Inca" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Inca</a> <a href="https://techhub.social/tags/Andes" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Andes</a> <a href="https://techhub.social/tags/irrigation" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#irrigation</a> <a href="https://techhub.social/tags/terraces" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#terraces</a> <a href="https://techhub.social/tags/Peru" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Peru</a> <a href="https://techhub.social/tags/SouthAmerica" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#SouthAmerica</a> <a href="https://techhub.social/tags/confusionmatrix" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#confusionmatrix</a> <a href="https://techhub.social/tags/logisticregression" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#logisticregression</a> <a href="https://techhub.social/tags/geohazards" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#geohazards</a> <a href="https://techhub.social/tags/spatialanalysis" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#spatialanalysis</a> <a href="https://techhub.social/tags/spatiotemporal" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#spatiotemporal</a> <a href="https://techhub.social/tags/terracing" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#terracing</a> <a href="https://techhub.social/tags/water" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#water</a> <a href="https://techhub.social/tags/hydrology" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#hydrology</a> <a href="https://techhub.social/tags/surfaceflow" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#surfaceflow</a> <a href="https://techhub.social/tags/geomechanical" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#geomechanical</a> <a href="https://techhub.social/tags/geotechnical" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#geotechnical</a> <a href="https://techhub.social/tags/Ticsani" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Ticsani</a> <a href="https://techhub.social/tags/algorithm" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#algorithm</a> <a href="https://techhub.social/tags/processes" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#processes</a> <a href="https://techhub.social/tags/geostatistics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#geostatistics</a> <a href="https://techhub.social/tags/river" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#river</a> <a href="https://techhub.social/tags/slope" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#slope</a> <a href="https://techhub.social/tags/agriculture" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#agriculture</a> <a href="https://techhub.social/tags/farming" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#farming</a> <a href="https://techhub.social/tags/soils" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#soils</a> <a href="https://techhub.social/tags/geology" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#geology</a> <a href="https://techhub.social/tags/risk" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#risk</a> <a href="https://techhub.social/tags/hazard" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#hazard</a> <a href="https://techhub.social/tags/publicsafety" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#publicsafety</a> <a href="https://techhub.social/tags/fem" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#fem</a> <a href="https://techhub.social/tags/model" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#model</a> <a href="https://techhub.social/tags/modeling" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#modeling</a> <a href="https://techhub.social/tags/rainfall" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#rainfall</a> <a href="https://techhub.social/tags/precipitation" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#precipitation</a> <a href="https://techhub.social/tags/permeability" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#permeability</a> <a href="https://techhub.social/tags/groundwater" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#groundwater</a> <a href="https://techhub.social/tags/subsurfaceflow" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#subsurfaceflow</a> <a href="https://techhub.social/tags/instability" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#instability</a> <a href="https://techhub.social/tags/fluvial" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#fluvial</a> <a href="https://techhub.social/tags/erosion" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#erosion</a>

Lukas BrauschMüssen es immer rechenintensive <a href="https://mastodontech.de/tags/deeplearning" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#deeplearning</a> Modelle sein oder reichen für manche Anwendungsfälle auch leichtgewichtigere Alternativen, wie <a href="https://mastodontech.de/tags/xgboost" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#xgboost</a>, <a href="https://mastodontech.de/tags/catboost" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#catboost</a>, <a href="https://mastodontech.de/tags/lightgbm" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#lightgbm</a> oder gar klassische Methoden wie <a href="https://mastodontech.de/tags/SVMs" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#SVMs</a> und <a href="https://mastodontech.de/tags/logisticregression" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#logisticregression</a>?Auf der <a href="https://mastodontech.de/tags/M3" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#M3</a> Konferenz in <a href="https://mastodontech.de/tags/K%C3%B6ln" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Köln</a> (vom 23.04.2025 bis zum 25.04.2024) werde ich diese Frage im Rahmen eines Vortrags diskutieren. Mehr Informationen unter: <a href="https://www.m3-konferenz.de/veranstaltung-21724-0-good-enough-for-biomedical-signals--wenn-klassische-ml-verfahren-besser-sind-als-neuronale-netze.html" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://www.m3-konferenz.de/veranstaltung-21724-0-good-enough-for-biomedical-signals--wenn-klassische-ml-verfahren-besser-sind-als-neuronale-netze.html</a>

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