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    Do more with less: Exploring semi-supervised learning for geological image classification by Hisham I. Mamode, Gary J. Hampson, Cédric M. John

    Published 2025-02-01
    “…The gain in performance compared to supervised transfer learning is 1% and 3% for binary and multi-class classification, respectively.Supervised transfer learning can be deployed with comparative ease, whereas the current SSL algorithms such as SimCLRv2 require more effort. We recommend that SSL be explored in cases when large amounts of unlabeled task-specific images exist and improvement of a few percent in metrics matter. …”
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  3. 103

    Elimination of metoclopramid by the adsorption process (GAC) and ozone process by Oussama Khemis, Gabriel Racovițeanu, Elena Vulpașu

    Published 2025-01-01
    “…Conventional methods for water treatment have proven to be relatively ineffective in removing pharmaceutical contaminants, while the more effective process used for our research to eliminate pharmaceutical substance metoclopramid are ozone processes and adsorption process. …”
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  4. 104

    Process Regulation in the Problem-Solving Processes of Fifth Graders by Benjamin Rott

    Published 2013-12-01
    “…The research questions are: How do the (more or less successful) problem-solving processes of fifth graders occur? …”
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    RISK MANAGEMENT, A MORE EFFICIENT ABSORPTION METHOD FOR THE EUROPEAN STRUCTURAL AND INVESTMENT FUNDS by Robert-Anton V. ION, Dorina Nicoleta MOCUTA

    Published 2018-01-01
    “…Against all expectations, risk management should not be perceived as a complex process that complicates or makes it more difficult for the teams involved in the investment project to deliver the expected results, but instead it should be seen as one of the most simple and natural methods of making the process of project implementation more effective and efficient. …”
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    Microalgae: Promising solutions paving the way toward a greener and more sustainable future by Yunhan Qin, Tingfu Li, Changliang Nie, Xueyun Geng, Xiaomin Sun

    Published 2025-08-01
    “…Microalgae represent a promising solution for achieving greener and more sustainable applications, owing to their rapid growth rates, high photosynthetic efficiency, and capacity to produce valuable compounds such as lipids. …”
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    Developing expert gaze pattern in laparoscopic surgery requires more than behavioral training by Sicong Liu, Rachel Donaldson, Ashwin Subramaniam, Hannah Palmer, Cosette D. Champion, Morgan L. Cox, L. Gregory Appelbaum

    Published 2021-03-01
    “…Trained novices were shown to reach more than 98% (M = 98.62%, SD = 1.06%) of their behavioral learning plateaus, leading to equivalent behavioral performance to that of surgeons. …”
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