Kirsty Scott

Towards explainable sequential learning

2025 · Computer Science and Information Systems

This paper offers a hybridly explainable temporal data processing pipeline, DataFul Explainable MultivariatE coRrelatIonal Temporal Artificial inTElligence (EMeriTAte+DF), bridging numerical-driven temporal data classification with an event-based one through verified artificial intelligence principles, enabling humanexplainable results. …