PAW AI

Transforming Businesses Through Intelligent Technology

Transforming Businesses Through Intelligent Technology

  • Revolutionizing Fraud Detection with Temporal Graph Networks

    Revolutionizing Fraud Detection with Temporal Graph Networks

    This article explores how Temporal Graph Networks (TGNs) are transforming fraud detection in online payment systems. Drawing on recent research published in the journal Algorithms, we examine how modeling digital transactions as a network of temporal interactions between users, devices, cards, and bank accounts significantly improves fraud detection capabilities. The study demonstrates that graphs incorporating…

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  • Leveraging Text Mining and Machine Learning for Crime Classification

    Leveraging Text Mining and Machine Learning for Crime Classification

    This article explores an innovative approach to enhancing legal and law enforcement education through the application of text mining and machine learning techniques to court documents. Researchers at King Abdulaziz University have developed a framework that automatically identifies and classifies crime-related information in unstructured legal texts, creating valuable educational resources for police academies and law…

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  • Digital Transformation in Turbulent Times: Navigating The Covid-19 Crisis and Building Resilience

    Digital Transformation in Turbulent Times: Navigating The Covid-19 Crisis and Building Resilience

    The COVID-19 pandemic accelerated digital government transformation worldwide, with Mexico and other countries developing machine learning models to predict virus behavior and optimize resource allocation. While these innovations improved pandemic response, they also revealed tensions between public health imperatives and privacy concerns. This article examines how governments are transforming crisis-driven digital innovations into sustainable governance…

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