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Our client's challenges are our inspiration. Advanced AI technologies are our driving force. By combining these two elements, we are constantly inventing new AI components that translate into POCs and publications.  

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  • Data driven customer segmentation by Heka

    Data driven customer segmentation: Deep dive on segmentation and interpretation

    In the previous article, we described the generic approach to define an actionable data driven customer segmentation. In this article, we will explain in detail the clustering and interpretation steps, focusing on data processing methodologies and data science algorithms.

    2024

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  • End-to-end process by Heka

    Topic Modeling : An end-to-end process for semi-automatic topic modeling from a huge corpus of short texts

    We propose an end-to-end process for applying topic modeling on any business case minimizing the needed human resources. This article follows our previous article about Topic Modeling which presented a detailed benchmark of various topic modeling techniques applied to a specific business case.

    2024

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  • Labeling text clusters by Heka

    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).

    2024

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  • Time series clustering by Heka

    Time series clustering

    Overview of the various methods

    2024

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  • Avoid GDPR issues by Heka

    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.

    2024

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  • Ai Abstract Art

    Decentralized Physical Infrastructure Network: a new paradigm for traditional data infrastructure?

    DePINs, short for Decentralized Physical Infrastructure Networks, refer to physical infrastructure networks managed on a decentralized basis.
    Unlike traditional systems based on centralized management by large groups, DePINs involve operation by individuals or small groups.

    2024

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  • perf

    Optimising recovery from disruption in the container shipping industry

    Optimization is mainly used to plan and implement organizations. Another less known application is that it can also be very effective as a real-time decision-making tool to recover from unpredictable disruptions. Here is an example of the container shipping industry.

    2024

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  • Ai Abstract Art

    2024 Key Technology Trends

    The introduction of Chat GPT and other Large Language Models (LLMs), Generative AI (Gen AI) stands out as the dominant conversation in 2023.
    Original Article: https://www.sia-partners.com/en/insights/publications/2024-key-technology-trends

    2024

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  • Ai Abstract Art

    SiaGPT : Harness the Power of Generative AI to Enhance User Experience and Boost Productivity

    An on-demand SaaS product designed to expedite consulting workflows. By harnessing the power of Generative AI, the tool offers a cutting-edge information extractor, and intuitive prompt interface.

    Original Atricle: https://www.sia-partners.com/en/trending-insights/siagpt

    2024

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