How a machine learning engineer built a churn prediction model that transformed a subscription platform’s retention strategy

A subscription technology platform with over 100,000 users was losing customers each month despite having access to ...
acm.org

From Prediction to Intervention: Integrating Counterfactual Reasoning into AI Decision-Making

The analysts working on AI projects have a crucial question: How will the interventions brought about by the AI cause the desired outcomes? To date, only about 20% of companies have managed to scale ...
IEEE

Nonlinear Model Predictive Control for Constrained Output Path Following

Abstract: We consider the tracking of geometric paths in output spaces of nonlinear systems subject to input and state constraints without pre-specified timing requirements, commonly referred to as ...
IEEE

A Hybrid Predictive Model as an Emission Reduction Strategy Based on Power Plants’ Fuel Consumption Activity

Abstract: The Indonesian government has announced the initiation of carbon trading in 2023, commencing with coal-fired power plants (PLTUs). Despite this, certain PLTUs in Indonesia, including one ...