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small image" id="cellcat3-2"> <div class="block-content"> <p class="date">10/18/2024</p> <p class="category">Research Article</p> <h2 class="title"><a alt="Understanding dual process cognition via the minimum description length principle" href="/ploscompbiol/article?id=10.1371/journal.pcbi.1012383">Understanding dual process cognition via the minimum description length principle</a></h2> <div class="blurb"> <p>Scientists have recognized that much of human and animal behavior falls into two separate categories: slow, effortful deliberation and fast, automatic habitual action selection. </p> </div> </div><a class="block-image" alt="Understanding dual process cognition via the minimum description length principle" href="/ploscompbiol/article?id=10.1371/journal.pcbi.1012383"><img alt="Understanding dual process cognition via the minimum description length principle" data-file-extension="jpg" src="/ploscompbiol/indirect/010b488eec970111d245af710f3f80c347892ce4cafb3778eb87d437c945aadb"></a> <p class="credits">Image credit: Moskovitz et al</p> </article> <article class="block small image" id="cellcat3-3"> <div class="block-content"> <p class="date">10/02/2024</p> <p class="category">Formal Comment</p> <h2 class="title"><a alt="The art of seeing the elephant in the room: 2D embeddings of single-cell data do make sense" href="/ploscompbiol/article?id=10.1371/journal.pcbi.1012403">The art of seeing the elephant in the room: 2D embeddings of single-cell data do make sense</a></h2> <div class="blurb"> <p>This piece investigates the findings of a recent paper that claimed <i>t-SNE</i> and UMAP embeddings of single-cell datasets are “specious” and fail to capture true biological structure. </p> </div> </div><a class="block-image" alt="The art of seeing the elephant in the room: 2D embeddings of single-cell data do make sense" href="/ploscompbiol/article?id=10.1371/journal.pcbi.1012403"><img alt="The art of seeing the elephant in the room: 2D embeddings of single-cell data do make sense" data-file-extension="jpg" src="/ploscompbiol/indirect/dcc024a8258a830ad0e0b260e6a27ae3c17e3bea55bb21b5ba08ea47eed199d1"></a> <p class="credits">Image credit: Lause et al</p> </article> <article class="block small image" id="cellcat3-4"> <div class="block-content"> <p class="date">10/01/2024</p> <p class="category">Research Article</p> <h2 class="title"><a alt="Why aphid virus retention needs more attention: Modelling aphid behaviour and virus manipulation in non-persistent plant virus transmission" href="/ploscompbiol/article?id=10.1371/journal.pcbi.1012479">Why aphid virus retention needs more attention: Modelling aphid behaviour and virus manipulation in non-persistent plant virus transmission</a></h2> <div class="blurb"> <p>Plant viruses threaten food security and are often transmitted by insect vectors. </p> </div> </div><a class="block-image" alt="Why aphid virus retention needs more attention: Modelling aphid behaviour and virus manipulation in non-persistent plant virus transmission" href="/ploscompbiol/article?id=10.1371/journal.pcbi.1012479"><img alt="Why aphid virus retention needs more attention: Modelling aphid behaviour and virus manipulation in non-persistent plant virus transmission" data-file-extension="jpg" src="/ploscompbiol/indirect/a3f3afa94b852fd2e4f4832bbdfd83815ce71c1071bb32aa11b0f880978eed1d"></a> <p class="credits">Image credit: Cunniffe et al</p> </article> </div> <div class="row-small-blocks"> <article class="carousel-wrap jcarousel-wrapper small" id="carousel-1"> <div class="block-header"> Collections </div> <div class="jcarousel carousel"> <ul> <li> <h3><a href="https://collections.plos.org/comp-biol-topic-pages" alt="Topic Pages">Topic Pages<br></a></h3> <p></p> <p>This Collection aims to increase the coverage of computational biology-related topics in Wikipedia by rewarding authors with a citable, PubMed-indexed static version of the living document on Wikipedia.</p> <p></p></li> <li> <h3><a 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