papers.html

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    <img alt="Maria Jose Basgall's Github projects" class="rounded-circle mb-4" src="img/papers_picture.jpg"
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    <h2>Papers</h2>

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        <!-- Reference 1 -->
        <a class="list-group-item list-group-item-action" href="https://doi.org/10.3390/electronics10151757">
            <h5 class="mb-1">FDR2 -BD: A Fast Data Reduction
Recommendation Tool for Tabular Big Data Classification Problems.</h5>
            <p class="mb-1">Basgall, M. J.; Naiouf, M.; Fernández, A.</p>
            <p class="mb-1">Electronics 2021, 10 (15), 1757. </p>
            <p class="mb-1">Cited: 4 times</p>
            <a class="btn btn-primary btn-sm" href="https://doi.org/10.3390/electronics10151757">Read Paper</a>
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        <!-- Reference 2 -->
        <a class="list-group-item list-group-item-action" href="https://doi.org/10.1007/978-3-030-27713-0_7">
            <h5 class="mb-1">An Analysis of Local and Global Solutions to Address Big Data Imbalanced
Classification: A Case Study with SMOTE Preprocessing.</h5>
            <p class="mb-1">Basgall, M. J., Hasperué, W., Naiouf, M., Fernández, A., & Herrera, F.</p>
            <p class="mb-1">Cloud Computing
and Big Data 2019 (Vol. 1050, pp. 75–85). Springer International Publishing.</p>
            <p class="mb-1">Cited: 18 times</p>
            <a class="btn btn-primary btn-sm" href="https://doi.org/10.1007/978-3-030-27713-0_7">Read Paper</a>
        </a>

        <!-- Reference 3 -->
        <a class="list-group-item list-group-item-action" href="https://doi.org/10.24215/16666038.18.e23">
            <h5 class="mb-1">SMOTE-BD: An Exact and Scalable Oversampling Method for Imbalanced Classification in Big Data.</h5>
            <p class="mb-1">Basgall, M. J., Hasperué, W., Naiouf, M., Fernández, A., & Herrera, F.</p>
            <p class="mb-1">Journal of Computer Science and Technology 2018, 18(03), e23.</p>
            <p class="mb-1">Cited: 29 times</p>
            <a class="btn btn-primary btn-sm" href="https://doi.org/10.24215/16666038.18.e23">Read Paper</a>
        </a>

        <!-- Reference 4 -->
        <a class="list-group-item list-group-item-action" href="https://doi.org/10.1016/j.physa.2017.04.159">
            <h5 class="mb-1">Some stylized facts of the Bitcoin market</h5>
            <p class="mb-1">Bariviera F., A., Basgall,  M. J., Hasperué, W., Naiouf, M.</p>
            <p class="mb-1">Physica A: Statistical Mechanics and its Applications. 2017</p>
            <p class="mb-1">Cited: 515 times</p>
            <a class="btn btn-primary btn-sm" href="https://doi.org/10.1016/j.physa.2017.04.159">Read Paper</a>
        </a>

        <!-- Reference 5 -->
        <a class="list-group-item list-group-item-action" href="https://journal.info.unlp.edu.ar/JCST/article/view/498">
            <h5 class="mb-1">Data stream treatment using sliding windows with MapReduce.</h5>
            <p class="mb-1">Basgall, M. J., Hasperué, W., & Naiouf, M.</p>
            <p class="mb-1">Journal of Computer Science & Technology 2016, 16(2), 8.</p>
            <p class="mb-1">Cited: 3 times</p>
            <a class="btn btn-primary btn-sm" href="https://journal.info.unlp.edu.ar/JCST/article/view/498">Read Paper</a>
        </a>

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<p><a href="https://scholar.google.com/citations?user=N9vyzIUAAAAJ" target="_blank">View My Google Scholar Profile</a></p>

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        <a class="list-group-item list-group-item-action" href="https://digibug.ugr.es/bitstream/handle/10481/74962/82065%281%29.pdf?sequence=4">
            <h5 class="mb-1"><u>PhD Thesis</u>: Análisis y diseño de técnicas de preprocesamiento de instancias escalables para problemas no balanceados en Big Data. Aplicaciones en situaciones de emergencias humanitarias.</h5>
            <p class="mb-1">Basgall, M. J..</p>
            <p class="mb-1">Double PhD degree in Computer Science | University of Granada, Spain / National University of La
Plata, Argentina</p>
            <p class="mb-1">Graduated 05/2022 | <i>Cum Laude</i> mention</p>
            <a class="btn btn-primary btn-sm" href="https://digibug.ugr.es/bitstream/handle/10481/74962/82065%281%29.pdf?sequence=4">Read Thesis (available in Spanish)</a>
        </a>
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