ATDA2019: Workshop on Applications of Topological Data Analysis 2019 Hubland campus, University of Würzburg Würzburg, Germany, September 16, 2019 |
Conference website | https://sites.google.com/view/atda2019 |
Submission link | https://easychair.org/conferences/?conf=atda2019 |
Submission deadline | June 14, 2019 |
Call For Papers ATDA Workshop, Applications of Topological Data Analysis -- Co-located with ECML-PKDD, September 2019
We invite original research or position papers proposing novel methods to investigate topological structure underlying various data sets, or analyzing the applicability of existing techniques of TDA to current data science and machine learning problems, to be presented at the ATDA workshop which is to be held at the European Conference on Machine Learning and Principles and Practices of Knowledge Discovery from Data (ECML-PKDD), Wurzburg, Germany, Monday 16 September 2019.
Topics
Topics of interest to the workshop include, but are not limited to, the following:
- TDA and applications in biology, economics, computer science, medicine, physics, geology, . . .
- TDA in machine learning
- Clustering
- Computational topology
- Manifold learning
- Mapper
- Mode estimation
- (Nonlinear) dimensionality reduction
- Pattern recognition
- Persistent (local) homology
- Persistent diagrams
- Ridge estimation
- Shape recognition
- Simplicial complexes
- Skeletonization
- Visualization
The workshop
The workshop will feature
- keynote speakers,
- a poster session,
- either a panel discussion or some contributed talks.
More details to be confirmed asap.
Submission
Papers must be written in English and formatted according to the Springer LNCS guidelines. Author instructions and style files can be downloaded here. There are two types of invited submissions:
- Full paper: limited to 16 pages (including references)
- Short or position paper: limited to 6 pages (including references)
Overlength papers will be rejected without review (papers with smaller page margins and font sizes than specified in the author instructions and set in the style files will also be treated as overlength).
Please submit your workshop paper through EasyChair. The submitted papers will be peer-reviewed in a close collaboration with the workshop chairs and the program committee, single-blinded.
Authors who submit their work to ATDA2019 commit themselves to present their paper at the workshop by participating in a poster session in case of acceptance . Some set may also be chosen for oral presentation. At least one author of each accepted paper should register for the conference. The accepted papers will be published on the workshop’s website.
Key Dates & Deadlines
- Paper Submission deadline: Friday, June 14, 2019
- Accept/Reject Notification: Friday, July 19, 2019
- Camera-ready deadline: Monday, July 26, 2019
- Workshop: Monday, September 16, 2019
Further information and contact
Organizers: Robin Vandaele, Tijl De Bie, John Harer
Website URL: https://sites.google.com/view/atda2019
E-mail: Robin.Vandaele@UGent.be