Date: Sunday, 27 July, 2014
Location: Quebec City, Quebec
Venue: Workshop as part of UAI 2014 (http://auai.org/uai2014/)
Submission address: https://www.easychair.org/conferences/?conf=bmaw2014
Workshop website: http://seor.gmu.edu/~klaskey/BMAW2014/

SECOND CALL FOR PAPERS

Continuing in a successful tradition, the Eleventh Annual Bayesian Modeling Applications Workshop will provide an informal forum for exchange among applications practitioners, tool developers, and researchers.  The following list of topics is intended to be suggestive and not exhaustive:

  * Learning and inference  with graphical models;
  * Data processing, transformation, fusion, visualization, of many different types of data;
  * Combining machine learning and elicitation of expert knowledge;
  * Tractable, scalable computational methods for complex models;
  * Parallel computing, cloud computing, distributed computing;
  * Recommendation systems, and link prediction under uncertainty;
  * Handling of missing data, incomplete data, non-identifiable parameterizations;
  * Data mining and knowledge discovery using social network data, mobile applications;
  * Geospatial and temporal reasoning;
  * Coping with very large, heterogeneous, unstructured data sets;
  * Distributing customized advertisement by features, impressions.

The workshop is not restricted to a particular vertical market or discipline. Instead, the workshop encourages inter-disciplinary collaboration and cross fertilization. Final workshop papers will be selected with the goal of fostering discussion of critical issues within the community of practice.

Submissions will be peer reviewed and papers will be published online.  Authors who wish to withhold their paper from publication (either because it contains references to proprietary data, or because they wish to publish it later at a different venue) can request that only the abstract be published.

IMPORTANT DATES

Tuesday, 2 June, 2014   Submissions Due
Tuesday, 1 July, 2014   Author Notification
Friday, 18 July, 2014   Camera-ready paper  due
Sunday, 27 July, 2014   Workshop