Call for Paper - Research Track

Important Dates

  • Paper Submission: May 1, 2026
  • Paper Notification: July 24, 2026
  • Paper Camera-Ready: August 21, 2026

About DSAA Research Track

The DSAA'2026 Research Track solicits high-quality, original papers presenting novel issues of Data Science and Advanced Analytics across various disciplines and domains, including statistics, informatics, and computing, alongside shallow to deep representation, processing, analytics, learning, inference, optimization, visualization, and presentation.
Topics of interests include but are not limited to:
  • Data science foundations and theories
  • Mathematics and statistics for data science and analytics
  • Understanding data characteristics and complexities
  • Machine/deep/statistical learning-based algorithms
  • Advanced analytics and knowledge discovery methods
  • Computer vision and pattern recognition
  • Optimization theories and methods
  • Large-scale databases, big-data processing, distributed processing, and analytics
  • Model, analytics and learning actionability, reproducibility and provenance
  • Theories and methods for evaluation, explanation, visualization, and presentation
  • Ethical, trustworthy and responsible data analytics

Submissions for the DSAA'2026 Research Track should very clearly specify the problem being solved, what methodologies were used to solve the problem, what data was used, how the results were evaluated, and how the solution is being used.

Paper Submissions

All papers should be submitted electronically via Open Review (under the Research Track).

The length of each paper submitted to the Research tracks should be no more than seven (7) pages of technical content plus additional pages solely for references and should be formatted following the standard 2-column U.S. letter style of the IEEE Conference template. For further information and instructions, see the IEEE Proceedings Author Guidelines.

All submissions will be blind reviewed by the Program Committee on the basis of:

  • Technical quality
  • Relevance to the conference's topics of interest
  • Originality
  • Significance
  • Clarity

Author names and affiliations must not appear in the submissions, and bibliographic references must be adjusted to preserve author anonymity. Submissions failing to comply with formatting or anonymity will be rejected without review.

Because of the double-blind review process, non-anonymous papers that have been issued as technical reports or similar cannot be considered for DSAA'2026. An exception applies to arXiv papers that were published in arXiv at least one month prior to the DSAA'2026 submission deadline, provided that the submitted paper's title and abstract differ from the arXiv version.

Proceedings and Indexing

All accepted full-length papers will be published by IEEE and will be submitted for inclusion in the IEEE Xplore Digital Library. The conference proceedings will also be submitted for EI indexing through INSPEC by IEEE.

Important Policies

All papers should be submitted electronically via OpenReview.
  1. Reproducibility & Supplementary The advancement of data science and analytics depends heavily on reproducibility. We strongly recommend that the authors release their code and data to the public. Authors can provide an optional two (2) page supplement at the end of their submitted paper (it needs to be in the same PDF file after the paper's references). This supplement can only be used to include (i) information necessary for reproducing the experimental results reported in the paper (e.g., various algorithmic and model parameters and configurations, hyper-parameter search spaces, details related to dataset filtering and train/test splits, software versions, detailed hardware configuration, etc.), and (ii) any data, pseudo-code and proofs that due to space limitations, could not be included in the main manuscript.
  2. Authorship The list of authors at the time of submission is final and cannot be changed.
  3. Dual Submissions DSAA is an archival publication venue; submissions that have been previously published, accepted, or are currently under-review at peer-review publication venues (i.e., journals, conferences, workshops with published proceedings, etc.) are not permitted. DSAA has a strict no dual submission policy.
  4. Conflicts of Interest (COI) COIs must be declared at the time of submission in the submission system. COIs include employment at the same institution at the time of submission or in the past three years, collaborations during the past three years, advisor/advisee relationships, plus family and close friends. Program chairs are not allowed to submit any papers. Track chairs and special session chairs and other function chairs are not allowed to make submissions to their own tracks.
  5. Attendance At least one author of each accepted paper must register in full and attend the conference to present the paper. No-show papers will be removed from the IEEE Xplore proceedings.
  6. AI-Generated Text The use of artificial intelligence (AI) generated text in an article shall be disclosed in the acknowledgements section of any paper submitted to an IEEE Conference or Periodical. The sections of the paper that use AI-generated text shall have a citation to the AI system used to generate the text.

Enquiries

General enquiries about Research Track submissions should be directed to Track Chairs.
Research Track Chairs
  • Tanmoy Chakraborty, Indian Institute of Technology, Delhi, India
  • Sharma Chakravarthy, The University of Texas, Arlington, United States
  • Longbing Cao, Macquarie University, Sydney, Australia