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Tag: components

  • Identifying Neural Signatures from fMRI using Hybrid Principal Components Regression

    Identifying Neural Signatures from fMRI using Hybrid Principal Components Regression arXiv:2509.07300v1 Announce Type: new Abstract: Recent advances in neuroimaging analysis have enabled accurate decoding of mental state from brain activation patterns during functional magnetic resonance imaging scans. A commonly applied tool for this purpose is principal components regression regularized with the least absolute shrinkage and…

  • Mastering Hadoop, Part 2: Getting Hands-On — Setting Up and Scaling Hadoop

    Mastering Hadoop, Part 2: Getting Hands-On — Setting Up and Scaling Hadoop Now that we’ve explored Hadoop’s role and relevance, it’s time to show you how it works under the hood and how you can start working with it. To start, we are breaking down Hadoop’s core components — HDFS for storage, MapReduce for processing,…