We are pleased to announce the SABID 2025 workshop co-located with ICDM 2025, Washington DC, USA, Nov 12-15, 2025. The workshop solicits high-quality original research papers in the closely related areas of solar and stellar astronomy big data. Innovative data mining techniques in these fields are poised to address open research questions ranging from solar weather predictability to our place in the Universe. The topics include, but are not limited to, the following:

• Managing the Flood of Solar & Stellar Astronomy Big Data: Computational models, quality evaluation, scientific standards, system architectures, cloud management, and heterogeneous data integration.
• Solar & Stellar Data Science, Informatics and Statistics: Search models, recognition algorithms, architecture efficiency, visualization, astrostatistics, hyperspectral imaging, high-velocity mining, image processing, multi-structured mining, and novel algorithms.
• Applications related to Solar Astronomy Big Data Mining: Space weather, case studies, project experiences, crowdsourced research, and social web distribution.
• Enhancing the Solar-Stellar Connection with Big Data: helio/asteroseismology, Sun-like star surveys, event identification, and dynamo modeling.

Important dates:

• August 4, 2025: Due date for workshop paper submission
• September 8, 2025: Notification of paper acceptance
• September 25, 2025: Camera-ready version of accepted papers due
• November 12, 2025 (tentative; exact date TBD) The exact workshop date will be determined as the conference approaches.

More information is available at the workshop website (https://sites.google.com/view/sabid2025/home). Please direct any workshop questions to Bo Shen (bo.shen@njit.edu) and Berkay Aydin (baydin2@gsu.edu). We are looking forward to your contributions!