Key Dates

• Submission deadline: September, 15, 2023 (11:59pm Beijing Time).

• Acceptance notification: October 15, 2023.

• Camera ready for accepted submissions: October 31, 2023.

 Topics

We invite papers in all forms of development and use of data mining, AI, statistical and other quantitative methods in topics that include: environmental sciences, environmental engineering, environmental monitoring and protection, environmental and climate justice, climate change and health, environmental exposures and health equity, and other relevant topics. Topics of interest include, but are not limited to:

• Domain-specific metrics for evaluation and integration of data mining tools with environmental, health, and equity data

• Data mining for climate change and impacts in the Asia‐Pacific

• Assessing AI’s impact on greenhouse gas emissions and climate change adaptation

• Novel analysis and modeling approaches to integration of environmental, health, and equity data

• Quantifying uncertainty in equity modeling

• Tackling climate change and environmental justice with machine learning

• Reducing data bias and increasing explainability of models for health and environmental justice

• Transfer learning from data rich to data poor environments

• Up and down sampling for data integration across data domains (e.g., health, climate, demographics)

• Ethical issues of predicting climate change impacts

Instructions

Page limit: Submissions should be in the form of a 8 pages for the body of the paper and 2 pages for references for proceeding articles, and should be formatted according to the ICDM conference’s guidelines (https://www.cloud-conf.net/icdm2023/call-for-papers.html). All submissions will be double-blind reviewed by the Program Committee on the basis of technical quality, relevance to scope of the conference, originality, significance, and clarity. Accepted papers will be presented at the workshop and included in a workshop proceeding.

All accepted papers and extended abstracts will be presented as posters. The program committee will select a few papers for oral presentation. There will be a poster session during the scheduled coffee breaks to facilitate and spark discussions amongst attendees.

We look forward to your submissions and to seeing you at the workshop. If you have any questions, please feel free to contact the organizing committee.

Submission link: Cyberchair system.

Any questions may be directed to the workshop e-mail address: dmc2he.icdm@gmail.com.