Data Science Initiative

Data Science Initiative

Data Science in Signal Processing

Mission and Vision

Data Science is a theme that is at the core of many activities within the Signal Processing Society. Recently we have seen many IEEE groups focusing or pivoting towards data-driven methods. The mission of the Data Science Initiative (DSI) is to provide a common point of reference for data-related activities in SPS. It will represent the interests of all Technical Committees and Special Interest Groups, focus on providing technical guidance on data matters, and facilitate the organization of data-related activities such as symposia, special sessions, curriculum development, etc.

Upcoming Conferences & Events

• DSLW 2025: Generative Data Augmentation for Real-World Signal Processing Applications. Organized by Minje Kim, Dinesh Manocha, John Hershey and Trausti Kristjansson.
• TReNDS and the DSI co-sponsor the Brain Space Initiative Talk Series with monthly talks on various neuroimaging topics by experts in the field.
• Monthly event: DSI Webinar series on Data Science on Graphs (DEGAS). These monthly talks provide the SP community with updates and advances in learning and inference on graphs. Signal processing and machine learning often deal with data living in regular domains such as space and time. This webinar series covers the extension of these methods to network data.

Members

Note: Dates in parenthesis denotes term end date.