Nature

Multimedia data-driven customer churn prediction using an enhanced extreme learning machine

In the contemporary environmental context, there is a burgeoning emphasis among corporations on the significance of reducing customer attrition as a strategic imperative 1. At the heart of effective ...
TMCnet

QuadSci Named "Machine Learning Company of the Year" in 9th Annual AI Breakthrough Awards Program

QuadSci, the most predictive and prescriptive AI for customer intelligence, has been selected as the winner of the 2026 Machine Learning Company of the Year award in the 9th annual AI Breakthrough ...

Proof: The ‘Preemptive Prediction Algorithm’ Boosts The Customer Experience

But the algorithm wasn’t always right; it achieved about 75% accuracy. “If the AI agent predicted incorrectly, the customer ...
Nature

Advanced customer churn prediction for a music streaming digital marketing service using attention graph-based deep learning approach

The global music streaming industry has experienced exponential growth over the past decade, driven by advancements in mobile connectivity, affordable subscription models, and the proliferation of ...