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    Use Anchor to better understand your Machine Learning model

    Interpretability is becoming more and more important in AI. Here is a method to better explain models with ANCHOR.

    2023

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    Time series clustering

    Overview of the various methods

    2023

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    French energy companies and digital transformation

    Big Data, Smart Factory, Cloud... the advent of new digital technologies is perceived by companies as a source of competitive advantages, especially in sectors requiring operational asset management such as energy.

    2023

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    How to avoid GDPR issues using GAN (Generative Adversarial Networks)

    With Big Data development, we have seen in those last decades the emergence of many issues raised by the massive use of data. In particular, personal data protection issues are pervasive for companies that store their customers’ data.

    2023

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    A journey to state of the art performances in topic analysis: Topic detection

    This article tackles the methods that are currently most useful to address Topic detection and classification.

    2023

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    Synthetic data or how to share sensitive data while staying GDPR compliant

    For a period of six months, 5 students from Centrale Supélec and ESSEC worked collaboratively with Sia Partners on building a Python library to create fake - which we'll call synthetic - data.
    But what's the point of creating fake data? How could it help organizations?

    2023

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    Boosting search engine capabilities of RegReview: Introducing document multi-languages management

    RegReview is an AI solution for compliance teams, to automate regulatory monitoring and processes, which brings together several tools, the most essential of which is a search engine operating on a compiled database of custom-built regulatory sources.

    The database contains ~300k documents.

    2023

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    Labeling text clusters with keywords

    We propose to explore several keyword extraction techniques to label text clusters obtained after a Text Clustering or a Topic Modeling pipeline. This work is following our previous articles about Topic Modeling and Text Clustering (here and here).

    2023

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