CoCoMiLe 2014 - 3rd workshop on COmbining COnstraint solving with MIning and LEarning
Date2014-07-20
Deadline2014-04-07
VenueWashington, USA - United States
Keywords
Websitehttps://4c.ucc.ie/cocomile/
Topics/Call fo Papers
The main purpose of this workshop is to provide an open environment where researchers in machine learning, data mining and constraint solving can exchange ideas and discuss promising approaches, crucial issues, open problems and interesting formalizations of new tasks. To encourage this, we will allow three different types of submissions:
original contributes (unpublished work)
relevant contributions recently submitted or published elsewhere (only oral)
vision statements, works in progress and short overviews
The following is a non-exclusive list of topics of interest:
data mining/machine learning using constraint solving techniques
learning with constraints
constraint-based languages for data mining/machine learning
preference learning for constraint solving
automated constraint modeling and solving
constraint acquisition
interactive constraint solving
solver portfolio optimisation
machine learning in search
integrating learning and search
automated parameter optimization / algorithm configuration
In addition to the received contributions, the workshop will include invited talks from prominent researchers working in the intersection between constraint technology, machine learning and data mining. The workshop is planned to end with a broad discussion on the most relevant open problems and research directions.
original contributes (unpublished work)
relevant contributions recently submitted or published elsewhere (only oral)
vision statements, works in progress and short overviews
The following is a non-exclusive list of topics of interest:
data mining/machine learning using constraint solving techniques
learning with constraints
constraint-based languages for data mining/machine learning
preference learning for constraint solving
automated constraint modeling and solving
constraint acquisition
interactive constraint solving
solver portfolio optimisation
machine learning in search
integrating learning and search
automated parameter optimization / algorithm configuration
In addition to the received contributions, the workshop will include invited talks from prominent researchers working in the intersection between constraint technology, machine learning and data mining. The workshop is planned to end with a broad discussion on the most relevant open problems and research directions.
Other CFPs
Last modified: 2013-07-20 22:06:29