SeqNAS: Neural Architecture Search for Event Sequence Classification
Igor Udovichenko,
Egor Shvetsov,
Denis Divitsky
et al.
Abstract:Neural Architecture Search (NAS) methods are widely used in various industries to obtain highquality, task-specific solutions with minimal human intervention. Event Sequences (EvS) find widespread use in various industrial applications, including churn prediction, customer segmentation, fraud detection, and fault diagnosis, among others. Such data consist of categorical and real-valued components with irregular timestamps. Despite the usefulness of NAS methods, previous approaches only have been applied to oth… Show more
scite is a Brooklyn-based organization that helps researchers better discover and understand research articles through Smart Citations–citations that display the context of the citation and describe whether the article provides supporting or contrasting evidence. scite is used by students and researchers from around the world and is funded in part by the National Science Foundation and the National Institute on Drug Abuse of the National Institutes of Health.