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  In the previous article, we explained why the interpretability of machine learning models is an important factor in the adoption of AI in industries, and more specifically in fraud detection. (https://www.bleckwen.ai/2017/09/06/interpretable-machine-learning-in-fraud-prevention/ ). In this article, we’re going to explain how LIME works. It’s an intuitive technique that we have tested at Bleckwen. Before looking […]

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At Bleckwen we love reading books! For your summer break, we’ve compiled this list our favourite AI books. We are happy to share it with you. Enjoy!   WEAPONS OF MATH DESTRUCTION Author: Cathy O’Neil Cathy O’Neil (a Harvard PhD graduate in mathematics) has worked as a professor, hedge-fund analyst and data scientist. She founded ORCAA, […]

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According to Yannick Martel, Managing Director of Bleckwen, a fintech specialized in Artificial Intelligence for fraud prevention, interpretability is today a major stake to ensure a broad adoption of Artificial Intelligence.    First of all, could you explain what interpretability is? Interpretability is the ability to explain the logic and the reasons that lead an […]

Categories: Uncategorized

Interpretability: the missing link in Machine Learning adoption for fraud detection Machine learning methods are increasingly used, especially in anti-fraud products (developed by Bleckwen and other vendors) to capture weak signals and spot patterns in data that humans would otherwise miss. If the relevance of these methods for fraud detection is widely recognized, they are still mistrusted […]

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