Our publications

- Marketing & Sales
Leveraging AI to automate industry watch: a competitive advantage

Illustration on the Hydrogen use-case: How the AI expertise combined with UX/WebDev expertises allows Sia Partners’ Hydrogen experts to monitor the Hydrogen sector more efficiently

2023
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- CSR & Risk Management
Detection and interpretation of outliers thanks to autoencoder and SHAP values

Anomaly detection is the process of identifying irregular patterns in data. Its use is widespread, from fraud detection to predictive maintenance or churn detection. As a result, a whole branch of machine learning algorithms has been developed around these topics.

2023
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- Marketing & Sales
AI and new digital platforms

How to integrate Datascience into operational practices? The interest of digital platforms in data-oriented communities!

2023
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- Marketing & Sales
Using Optimization to recover from disruptions 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.

2023
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- Government
The countless opportunities unlocked by satellite images

Understanding the diversity of available satellite images and their applications

2023
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- Marketing & Sales
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.

2023
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- Marketing & Sales
Setting up a large-scale scraping architecture with python

Understanding how to set up a daily large-scale scraping architecture using hekaflow.

2023
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- Financial Services & Compliance
Transform your document base into exploitable structured data

With Doc Review, upload your documents, ask questions and get answers

2023
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- Marketing & Sales
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.

2023
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