Systeme und Verfahren zur Verarbeitung Heterogener und Zeitlich nicht Ausgerichteter Daten

Details

Veröffentlichungs-Nr.

EP4783070

Anmeldetag

31. Dezember 2025

Veröffentlichung

29. Juli 2026

Rechtsraum

EP

IPC

G06N3/0455, G06N3/08

Abstract

A device may retrieve data representing a plurality of activity sequences associated with a plurality of channels. Each activity sequence may include a plurality of activity entries having data values for a plurality of fields. The plurality of activity entries may be associated with respective timestamps. The plurality of activity sequences may have respective temporal resolutions. The device may flatten the data values for the plurality of activity sequences, across the plurality of activity entries, the plurality of fields, and the plurality of channels, into a single time-ordered activity sequence. The device may generate activity data embeddings using the single time-ordered activity sequence, generate, using an encoder module, an encoder output based on the activity data embeddings and temporal information based on the respective timestamps, input the encoder output into a decoder module, and generate, using the decoder module, a decoder output based on the encoder output.

Anmelder

Firma

Capital One Services, LLC

Land

🇺🇸 USA

Fachgebiete