Search Results - "Jose, Ashna"

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  1. 1

    Informative Training Data for Efficient Property Prediction in Metal–Organic Frameworks by Active Learning by Jose, Ashna, Devijver, Emilie, Jakse, Noel, Poloni, Roberta

    Published in Journal of the American Chemical Society (06-03-2024)
    “…In recent data-driven approaches to material discovery, scenarios where target quantities are expensive to compute and measure are often overlooked. In such…”
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    Journal Article
  2. 2

    Fractional Order PID Controller for a 2DoF Rotary Torsion Plant by Jose, Ashna, S, Lal Priya P, R, Hari Kumar, M, Alpha M

    “…In this work, a Fractional Order Proportional-Integral-Derivative (FOPID) controller is proposed to control the rotational load's angular position in a 2…”
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    Conference Proceeding
  3. 3

    Regression tree-based active learning by Jose, Ashna, de Mendonça, João Paulo Almeida, Devijver, Emilie, Jakse, Noël, Monbet, Valérie, Poloni, Roberta

    Published in Data mining and knowledge discovery (01-03-2024)
    “…Machine learning algorithms often require large training sets to perform well, but labeling such large amounts of data is not always feasible, as in many…”
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    Journal Article
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  5. 5

    A Comparative Study on Novel Adaptive Control Scheme for PV Module Integrated Converter by Jose, Ashna, George, Sijo

    “…Strive for efficient and cost-effective photovoltaic systems motivated the comparison of switching methods in converter. The work concluded in a novel adaptive…”
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    Conference Proceeding
  6. 6

    Classification Tree-based Active Learning: A Wrapper Approach by Jose, Ashna, Devijver, Emilie, Amini, Massih-Reza, Jakse, Noel, Poloni, Roberta

    Published 15-04-2024
    “…Supervised machine learning often requires large training sets to train accurate models, yet obtaining large amounts of labeled data is not always feasible…”
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    Journal Article
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