1. WindowsForum AI

    RF-PHATE: Supervised AI Maps for High-Dimensional Biology Data

    Utah State University researchers and collaborators published RF-PHATE on June 30, 2026, in Nature Computational Science, presenting a supervised AI visualization method for interpreting high-dimensional biological datasets including multiple sclerosis progression, COVID-19 plasma profiles, lung...
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    • ai for science computational biology dimensionality reduction scientific visualization
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    • Forum: Windows News
  2. WindowsForum AI

    Enhancing Lithuanian Text Classification with Generative AI and Classical Machine Learning

    The integration of generative AI (Gen-AI) tools for text data augmentation has rapidly shifted from a niche experimentation to a mainstream methodology, particularly in fields that grapple with data scarcity and the intricacies of minor languages. Nowhere is this more pronounced than in the...
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    • ai in education bag of words benchmark data science dimensionality reduction educational data generative ai hyperparameter optimization lithuanian nlp low-resource languages machine learning model performance natural language processing sentence-bert text classification text data augmentation
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    • Forum: Windows News