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💧🌏 Greg CocksHigh Spatial-Resolution Satellite Mapping Of Suspended Particulate Matter In Global Coastal Waters Using Particle Composition-Adaptive Algorithms -- <a href="https://doi.org/10.1016/j.rse.2025.114745" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://doi.org/10.1016/j.rse.2025.114745</a> <-- shared paper -- <a href="https://tssmapping.projects.earthengine.app/view/sscmap" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://tssmapping.projects.earthengine.app/view/sscmap</a> <-- shared SedXplorer: Global Coastal Suspended Sediment Explorer (web mapping tool) -- <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/remotesensing" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#remotesensing</a> <a href="https://techhub.social/tags/coastal" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#coastal</a> <a href="https://techhub.social/tags/coast" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#coast</a> <a href="https://techhub.social/tags/sediment" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#sediment</a> <a href="https://techhub.social/tags/dynamics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#dynamics</a> <a href="https://techhub.social/tags/suspendedparticulatematter" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#suspendedparticulatematter</a> <a href="https://techhub.social/tags/particlecomposition" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#particlecomposition</a> <a href="https://techhub.social/tags/watertype" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#watertype</a> <a href="https://techhub.social/tags/classification" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#classification</a> <a href="https://techhub.social/tags/Landsat" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Landsat</a> <a href="https://techhub.social/tags/GoogleEarth" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#GoogleEarth</a> <a href="https://techhub.social/tags/GoogleEarthEngine" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#GoogleEarthEngine</a> <a href="https://techhub.social/tags/GEE" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#GEE</a> <a href="https://techhub.social/tags/opendata" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#opendata</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/sedimentology" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#sedimentology</a> <a href="https://techhub.social/tags/SPM" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#SPM</a> <a href="https://techhub.social/tags/earthobservation" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#earthobservation</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/marine" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#marine</a> <a href="https://techhub.social/tags/estaurine" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#estaurine</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/geomorphology" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#geomorphology</a> <a href="https://techhub.social/tags/global" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#global</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/erosion" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#erosion</a> <a href="https://techhub.social/tags/waterquality" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#waterquality</a> <a href="https://techhub.social/tags/turbidity" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#turbidity</a>

Donald HobernMajor updates this month to <a href="https://scicomm.xyz/tags/GlobalLepidopteraIndex" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#GlobalLepidopteraIndex</a>:Mimallonidae completely updated (127 additional <a href="https://scicomm.xyz/tags/species" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#species</a>) including all recent literature.Notodontidae updated to new subfamily classification (<a href="https://doi.org/10.5479/si.28912337" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://doi.org/10.5479/si.28912337</a>).Genus Simplicia (Herminiinae) updated to match new revision (<a href="https://doi.org/10.11646/zootaxa.5631.3.2" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://doi.org/10.11646/zootaxa.5631.3.2</a>)229 additional species (and hundreds of names and combinations) have been added this month.These updates will flow into this month's <a href="https://scicomm.xyz/tags/CatalogueOfLife" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#CatalogueOfLife</a> and then into <a href="https://biodiversity.social/@gbif" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@gbif</a> and other online platforms.For more information, see:<a href="https://www.checklistbank.org/dataset/55434/about" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://www.checklistbank.org/dataset/55434/about</a><a href="https://scicomm.xyz/tags/taxonomy" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#taxonomy</a> <a href="https://scicomm.xyz/tags/biodiversity" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#biodiversity</a> <a href="https://scicomm.xyz/tags/entomology" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#entomology</a> <a href="https://scicomm.xyz/tags/Lepidoptera" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Lepidoptera</a> <a href="https://scicomm.xyz/tags/classification" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#classification</a> <a href="https://scicomm.xyz/tags/moths" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#moths</a>

WIST Quotations<a href="https://wist.info/taleb-nassim-nicholas/76280/" rel="nofollow noopener noreferrer" target="_blank">A quotation from Nassim Nicholas Taleb</a><blockquote>Categorizing is necessary for humans, but it becomes pathological when the category is seen as definitive, preventing people from considering the fuzziness of boundaries, let alone revising their categories.</blockquote>Nassim Nicholas Taleb (b. 1960) Lebanese-American essayist, statistician, risk analyst, aphorist The Black Swan, Part 1, ch. 1 “The Apprenticeship of an Empirical Skeptic” (2007) Sourcing, notes: <a href="https://wist.info/taleb-nassim-nicholas/76280/" rel="nofollow noopener noreferrer" target="_blank">wist.info/taleb-nassim-nichola…</a><a href="https://my-place.social/search?tag=quote" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#quote</a> <a href="https://my-place.social/search?tag=quotes" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#quotes</a> <a href="https://my-place.social/search?tag=quotation" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#quotation</a> <a href="https://my-place.social/search?tag=qotd" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#qotd</a> <a href="https://my-place.social/search?tag=reality" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#reality</a> <a href="https://my-place.social/search?tag=truth" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#truth</a> <a href="https://my-place.social/search?tag=boundaries" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#boundaries</a> <a href="https://my-place.social/search?tag=brightline" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#brightline</a> <a href="https://my-place.social/search?tag=categorization" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#categorization</a> <a href="https://my-place.social/search?tag=category" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#category</a> <a href="https://my-place.social/search?tag=classification" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#classification</a> <a href="https://my-place.social/search?tag=complexity" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#complexity</a> <a href="https://my-place.social/search?tag=comprehension" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#comprehension</a> <a href="https://my-place.social/search?tag=inflexibility" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#inflexibility</a>

Holle Meding📰 Classifying Genre in Historical Medical PeriodicalsNext in line: Vera Danilova presents her work on genre classification in digitized periodicals from European patient organizations (1951–1990) using <a href="https://mastodon.social/tags/LLMs" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#LLMs</a> as part of the <a href="https://mastodon.social/tags/ActDisease" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ActDisease</a> project. 🔹 XLM-RoBERTa (UDM) led Q&A tasks with 32% more correct answers than mBERT/hmBERT. 🔹 hmBERT (UDM) topped Administrative classification (+16%) 🔹 CORE-based models excelled in legal genre prediction. <a href="https://mastodon.social/tags/DigitalHumanities" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#DigitalHumanities</a> <a href="https://wisskomm.social/@tuberlin" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@tuberlin</a> <a href="https://mastodon.social/tags/classification" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#classification</a> <a href="https://mastodon.social/tags/NLP" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#NLP</a>

Europe Says<a href="https://www.europesays.com/1952170/" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://www.europesays.com/1952170/</a> An automated parallel genetic algorithm with parametric adaptation for distributed data analysis <a href="https://pubeurope.com/tags/Classification" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Classification</a> <a href="https://pubeurope.com/tags/COMPUTERSCIENCE" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#COMPUTERSCIENCE</a> <a href="https://pubeurope.com/tags/Data" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Data</a> <a href="https://pubeurope.com/tags/GAsParameterControl" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#GAsParameterControl</a> <a href="https://pubeurope.com/tags/GeneticAlgorithms" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#GeneticAlgorithms</a>(GAs) <a href="https://pubeurope.com/tags/HumanitiesAndSocialSciences" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#HumanitiesAndSocialSciences</a> <a href="https://pubeurope.com/tags/LargeScaleDataProcessing" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#LargeScaleDataProcessing</a> <a href="https://pubeurope.com/tags/multidisciplinary" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#multidisciplinary</a> <a href="https://pubeurope.com/tags/science" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#science</a> <a href="https://pubeurope.com/tags/ScientificData" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ScientificData</a> <a href="https://pubeurope.com/tags/Spark" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Spark</a>

Osma SuominenThe first alpha version of Skosmos 3 has been published! This release provides a peek into the upcoming next major version of the Skosmos publishing tool for SKOS controlled vocabularies.The release features a reimplemented front-end with a fresh layout and improved accessibility, as well as many architectural improvements and modernization of the codebase.<a href="https://github.com/NatLibFi/Skosmos/releases/tag/v3.0-alpha.1" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://github.com/NatLibFi/Skosmos/releases/tag/v3.0-alpha.1</a><a href="https://sigmoid.social/tags/Skosmos" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Skosmos</a> <a href="https://sigmoid.social/tags/SKOS" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#SKOS</a> <a href="https://sigmoid.social/tags/thesaurus" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#thesaurus</a> <a href="https://sigmoid.social/tags/classification" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#classification</a> <a href="https://sigmoid.social/tags/ontology" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ontology</a> <a href="https://sigmoid.social/tags/code4lib" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#code4lib</a> <a href="https://sigmoid.social/tags/OpenSource" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#OpenSource</a>

nf-corePipeline release! nf-core/taxprofiler v1.2.3 - v1.2.3 - Bouncy Basenji Patch!Please see the changelog: <a href="https://github.com/nf-core/taxprofiler/releases/tag/1.2.3" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://github.com/nf-core/taxprofiler/releases/tag/1.2.3</a><a href="https://mstdn.science/tags/classification" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#classification</a> <a href="https://mstdn.science/tags/illumina" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#illumina</a> <a href="https://mstdn.science/tags/longreads" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#longreads</a> <a href="https://mstdn.science/tags/metagenomics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#metagenomics</a> <a href="https://mstdn.science/tags/microbiome" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#microbiome</a> <a href="https://mstdn.science/tags/nanopore" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#nanopore</a> <a href="https://mstdn.science/tags/pathogen" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#pathogen</a> <a href="https://mstdn.science/tags/profiling" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#profiling</a> <a href="https://mstdn.science/tags/shotgun" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#shotgun</a> <a href="https://mstdn.science/tags/taxonomicclassification" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#taxonomicclassification</a> <a href="https://mstdn.science/tags/taxonomicprofiling" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#taxonomicprofiling</a> <a href="https://mstdn.science/tags/nfcore" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#nfcore</a> <a href="https://mstdn.science/tags/openscience" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#openscience</a> <a href="https://mstdn.science/tags/nextflow" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#nextflow</a> <a href="https://mstdn.science/tags/bioinformatics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#bioinformatics</a>

Travis F WWhich is not to say that I want to engineer a better hashtag (though I do). I want to enable the whole range of classifications as a first-class construct in the <a href="https://fosstodon.org/tags/socialWeb" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#socialWeb</a> and <a href="https://fosstodon.org/tags/Fediverse" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Fediverse</a>.By which, I mean, yeah okay Dewey Decimal if you must, but actually everything. <a href="https://en.wikipedia.org/wiki/Library_classification" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://en.wikipedia.org/wiki/Library_classification</a> <a href="https://fosstodon.org/tags/classification" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#classification</a>

Travis F WI have to level with you. I would not be considering writing and running a <a href="https://fosstodon.org/tags/socialWeb" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#socialWeb</a> platform for <a href="https://fosstodon.org/tags/writers" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#writers</a> if I did not have a few itches to scratch.context: <a href="https://fosstodon.org/@travisfw/114099690246606913" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://fosstodon.org/@travisfw/114099690246606913</a>One itch is <a href="https://fosstodon.org/tags/classification" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#classification</a>. <a href="https://fosstodon.org/tags/Hashtags" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Hashtags</a> are nicely nonlinear. They are simple, and for being simple, they are effective. But, in giving authors direct access to declare the index their work appears in, you throw out all of the potential benefits modern approaches to indexing and search could yield. EG: stemming.

🔏 Matthias WiesmannClassification sommaire des problèmes <a href="https://wiesmann.codiferes.net/wordpress/archives/40725" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://wiesmann.codiferes.net/wordpress/archives/40725</a> <a href="https://mastodon.social/tags/classification" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#classification</a> <a href="https://mastodon.social/tags/politique" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#politique</a> <a href="https://mastodon.social/tags/probl%C3%A8mes" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#problèmes</a>

WIST Quotations<a href="https://wist.info/benchley-robert/75231/" rel="nofollow noopener noreferrer" target="_blank">A quotation from Robert Benchley</a><blockquote>There may be said to be two classes of people in the world: those who constantly divide the people of the world into two classes, and those who do not.</blockquote>Robert Benchley (1889-1945) American humorist, columnist, actor, wit Of All Things, ch. 20 “The Most Popular Book of the Month” (1921) Sourcing, notes: <a href="https://wist.info/benchley-robert/75231/" rel="nofollow noopener noreferrer" target="_blank">wist.info/benchley-robert/7523…</a><a href="https://my-place.social/search?tag=quote" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#quote</a> <a href="https://my-place.social/search?tag=quotes" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#quotes</a> <a href="https://my-place.social/search?tag=quotation" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#quotation</a> <a href="https://my-place.social/search?tag=categorization" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#categorization</a> <a href="https://my-place.social/search?tag=classification" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#classification</a> <a href="https://my-place.social/search?tag=division" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#division</a> <a href="https://my-place.social/search?tag=generalities" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#generalities</a> <a href="https://my-place.social/search?tag=humanity" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#humanity</a> <a href="https://my-place.social/search?tag=people" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#people</a> <a href="https://my-place.social/search?tag=types" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#types</a>

Tourmaline Queen 💅Average table moment <a href="https://pixelfed.social/discover/tags/geology?src=hash" class="u-url hashtag" rel="nofollow noopener noreferrer" target="_blank">#geology</a> <a href="https://pixelfed.social/discover/tags/table?src=hash" class="u-url hashtag" rel="nofollow noopener noreferrer" target="_blank">#table</a> <a href="https://pixelfed.social/discover/tags/rock?src=hash" class="u-url hashtag" rel="nofollow noopener noreferrer" target="_blank">#rock</a> <a href="https://pixelfed.social/discover/tags/classification?src=hash" class="u-url hashtag" rel="nofollow noopener noreferrer" target="_blank">#classification</a> <a href="https://pixelfed.social/discover/tags/meme?src=hash" class="u-url hashtag" rel="nofollow noopener noreferrer" target="_blank">#meme</a>

David Fi&erAncient Greek and Roman mythology: ReligionModern First Nations beliefs and spirituality: History: Indians of North America<a href="https://code4lib.social/tags/books" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#books</a> <a href="https://code4lib.social/tags/libraries" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#libraries</a> <a href="https://code4lib.social/tags/classification" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#classification</a> <a href="https://code4lib.social/tags/colonialism" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#colonialism</a>

Osma SuominenVersion 1.3 of the automated subject subject indexing tool <a href="https://sigmoid.social/tags/Annif" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Annif</a> has been released!This release introduces support for the EstNLTK analyzer for better Estonian lemmatization 🇪🇪, optimizations to the MLLM backend, as well as maintenance and bug fixes, including better file permissions in multi-user environments.<a href="https://github.com/NatLibFi/Annif/releases/tag/v1.3.0" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://github.com/NatLibFi/Annif/releases/tag/v1.3.0</a><a href="https://sigmoid.social/tags/AI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#AI</a> <a href="https://sigmoid.social/tags/machinelearning" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#machinelearning</a> <a href="https://sigmoid.social/tags/opensource" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#opensource</a> <a href="https://sigmoid.social/tags/code4lib" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#code4lib</a> <a href="https://sigmoid.social/tags/libraries" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#libraries</a> <a href="https://sigmoid.social/tags/subjectindexing" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#subjectindexing</a> <a href="https://sigmoid.social/tags/SKOS" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#SKOS</a> <a href="https://sigmoid.social/tags/classification" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#classification</a> <a href="https://sigmoid.social/tags/Estonian" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Estonian</a> <a href="https://sigmoid.social/tags/eesti" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#eesti</a>

Claudine C :antifa:Second weekend in a row that I get a <a href="https://aus.social/tags/GLAMR" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#GLAMR</a>-adjacent sticker in the mail. This one's from <a href="https://hachyderm.io/@johnnydecimal" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@johnnydecimal</a> who teaches us how to apply decimal-based <a href="https://aus.social/tags/classification" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#classification</a> to our whole life.

naught101Is there a data structure that can sensibly handle multiple hierarchical classification systems?e.g. an Orange, in terms of phylogeny is Plantae->Eudicot->...->Citrus->sinensisand in terms of usefulness, is Thing->Food->fruit->orange (and it could have multiple parents in this taxonomy, e.g. cleaning product)Bonus points for cool visualisations of this kind information.<a href="https://mastodon.social/tags/data" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#data</a> <a href="https://mastodon.social/tags/dataScience" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#dataScience</a> <a href="https://mastodon.social/tags/dataStructure" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#dataStructure</a> <a href="https://mastodon.social/tags/information" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#information</a> <a href="https://mastodon.social/tags/hierarchy" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#hierarchy</a> <a href="https://mastodon.social/tags/taxonomy" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#taxonomy</a> <a href="https://mastodon.social/tags/classification" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#classification</a> <a href="https://mastodon.social/tags/visualisation" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#visualisation</a> <a href="https://mastodon.social/tags/dataViz" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#dataViz</a>

The Inquisitive BiologistNew review: How is the living world organized and classified? Encyclopaedic in scope yet compelling to read, the deeply researched Kingdoms, Empires, & Domains is an 851-page behemoth that surveys 26 centuries of our changing understanding. <a href="https://inquisitivebiologist.com/2025/01/17/book-review-kingdoms-empires-domains-the-history-of-high-level-biological-classification/" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://inquisitivebiologist.com/2025/01/17/book-review-kingdoms-empires-domains-the-history-of-high-level-biological-classification/</a><a href="https://scicomm.xyz/tags/Books" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Books</a> <a href="https://scicomm.xyz/tags/BookReview" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#BookReview</a> <a href="https://scicomm.xyz/tags/Bookstodon" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Bookstodon</a> <a href="https://scicomm.xyz/tags/Scicomm" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Scicomm</a> <a href="https://scicomm.xyz/tags/Classification" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Classification</a> <a href="https://scicomm.xyz/tags/Genetics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Genetics</a> <a href="https://scicomm.xyz/tags/HistoryOfScience" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#HistoryOfScience</a> <a href="https://scicomm.xyz/tags/ScienceHistory" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ScienceHistory</a> <a href="https://scicomm.xyz/tags/HistSci" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#HistSci</a> <a href="https://scicomm.xyz/tags/Microbiology" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Microbiology</a> <a href="https://scicomm.xyz/tags/Phylogenetics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Phylogenetics</a> <a href="https://scicomm.xyz/tags/ScalaNaturae" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ScalaNaturae</a> <a href="https://scicomm.xyz/tags/Taxonomy" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Taxonomy</a> <a href="https://scicomm.xyz/tags/Zoophyta" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Zoophyta</a> <a href="https://a.gup.pe/u/bookstodon" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@bookstodon</a>

nf-corePipeline release! nf-core/taxprofiler v1.2.2 - v1.2.2 - Bouncy Basenji Patch!Please see the changelog: <a href="https://github.com/nf-core/taxprofiler/releases/tag/1.2.2" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://github.com/nf-core/taxprofiler/releases/tag/1.2.2</a><a href="https://mstdn.science/tags/classification" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#classification</a> <a href="https://mstdn.science/tags/illumina" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#illumina</a> <a href="https://mstdn.science/tags/longreads" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#longreads</a> <a href="https://mstdn.science/tags/metagenomics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#metagenomics</a> <a href="https://mstdn.science/tags/microbiome" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#microbiome</a> <a href="https://mstdn.science/tags/nanopore" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#nanopore</a> <a href="https://mstdn.science/tags/pathogen" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#pathogen</a> <a href="https://mstdn.science/tags/profiling" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#profiling</a> <a href="https://mstdn.science/tags/shotgun" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#shotgun</a> <a href="https://mstdn.science/tags/taxonomicclassification" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#taxonomicclassification</a> <a href="https://mstdn.science/tags/taxonomicprofiling" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#taxonomicprofiling</a> <a href="https://mstdn.science/tags/nfcore" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#nfcore</a> <a href="https://mstdn.science/tags/openscience" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#openscience</a> <a href="https://mstdn.science/tags/nextflow" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#nextflow</a> <a href="https://mstdn.science/tags/bioinformatics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#bioinformatics</a>

The Inquisitive Biologist23 days this bad boy took me, all the way over Christmas and New Years to this weekend. (Yes, that's my idea of having a good time)Review coming soon <a href="https://inquisitivebiologist.com" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://inquisitivebiologist.com</a><a href="https://scicomm.xyz/tags/Books" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Books</a> <a href="https://scicomm.xyz/tags/BookReview" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#BookReview</a> <a href="https://scicomm.xyz/tags/Bookstodon" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Bookstodon</a> <a href="https://scicomm.xyz/tags/Scicomm" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Scicomm</a> <a href="https://scicomm.xyz/tags/Classification" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Classification</a> <a href="https://scicomm.xyz/tags/Genetics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Genetics</a> <a href="https://scicomm.xyz/tags/HistoryOfScience" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#HistoryOfScience</a> <a href="https://scicomm.xyz/tags/ScienceHistory" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ScienceHistory</a> <a href="https://scicomm.xyz/tags/HistSci" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#HistSci</a> <a href="https://scicomm.xyz/tags/Microbiology" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Microbiology</a> <a href="https://scicomm.xyz/tags/Phylogenetics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Phylogenetics</a> <a href="https://scicomm.xyz/tags/ScalaNaturae" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ScalaNaturae</a> <a href="https://scicomm.xyz/tags/Taxonomy" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Taxonomy</a> <a href="https://scicomm.xyz/tags/Zoophyta" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Zoophyta</a>

JMLR'Consistent Multiclass Algorithms for Complex Metrics and Constraints', by Harikrishna Narasimhan et al.<a href="http://jmlr.org/papers/v25/22-1137.html" rel="nofollow noopener noreferrer" translate="no" target="_blank">http://jmlr.org/papers/v25/22-1137.html</a> <a href="https://sigmoid.social/tags/multiclass" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#multiclass</a> <a href="https://sigmoid.social/tags/classifier" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#classifier</a> <a href="https://sigmoid.social/tags/classification" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#classification</a>

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