This standard defines the fundamentals, requirements, and methodologies for applying Artificial Intelligence Systems (AIS) to time series modeling and analysis. It specifies processes for data acquisition, preprocessing, model training, fine-tuning, evaluation, and deployment of artificial intelligence models. This standard excludes any methods of time series modeling and analysis that do not rely on AIS.
- Standard Committee
- C/AISC - Artificial Intelligence Standards Committee
- Status
- Active PAR
- PAR Approval
- 2025-03-27
Working Group Details
- Society
- IEEE Computer Society
- Standard Committee
- C/AISC - Artificial Intelligence Standards Committee
- Working Group
-
AITS-WG - Artificial Intelligence and Time Series
- IEEE Program Manager
- Christy Bahn
Contact Christy Bahn - Working Group Chair
- Jonathan J. Schneerson
Other Activities From This Working Group
Current projects that have been authorized by the IEEE SA Standards Board to develop a standard.
P3998
Standard for Time Series Applied to Artificial Intelligence Systems–Part 1: Definition and Format of Temporal Data Records
This standard defines fundamentals, requirements, and methodologies for time series data produced internally by Artificial Intelligence Systems (AIS) across their lifecycle. It establishes a unified temporal reference framework specifying formats for internal temporal data records. This standard excludes time series external to AIS, synthetic time series, and derived data computed from AIS internal time series.
Standards approved by the IEEE SA Standards Board that are within the 10-year lifecycle.
No Active Standards
These standards have been replaced with a revised version of the standard, or by a compilation of the original active standard and all its existing amendments, corrigenda, and errata.
No Superseded Standards
These standards have been removed from active status through a ballot where the standard is made inactive as a consensus decision of a balloting group.
No Inactive-Withdrawn Standards
These standards are removed from active status through an administrative process for standards that have not undergone a revision process within 10 years.
No Inactive-Reserved Standards