Our publications

- 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
Data driven customer segmentation: Our approach to actionable segmentation

Our approach to actionable segmentation

2023
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- Financial Services & Compliance
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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- 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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- Financial Services & Compliance
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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- Financial Services & Compliance
AI to automate regulatory analysis

Analysis of regulatory texts using a Pattern Recognition method in Python

2023
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- Marketing & Sales
Open data in France, an opportunity for fine-scale prediction

While AIs continue to break new records, a quieter revolution is taking shape in the Big Data sphere: the open data revolution.

2023
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