'International workshop on clustering high-dimensional data', Naples, Italy
15 May 2012 - 15 May 2012
Italy
An event entitled 'International workshop on clustering high-dimensional data' will take place on 15 May 2012 in Naples, Italy.
One of the strongest problems affecting current machine learning techniques is dataset dimensionality. In many applications to real world problems, data may come from anywhere from a few dozen to many thousands of dimensions.
Such high-dimensional data spaces are often encountered in areas such as medicine or biology, where technology can produce a large number of measurements at once. This can make learning problems hard to manage.
The event will be a forum for stakeholders to examine current approaches towards clustering high-dimensional data. Topics are set to include:
- relational clustering;
- data reduction using rough and fuzzy sets;
- subspace clustering;
- projected clustering;
- correlation clustering;
- biclustering/co-clustering;
- clustering ensembles;
- multi-view clustering.For further information, please visit: http://sites.google.com/site/chdd12naples(opens in new window)
One of the strongest problems affecting current machine learning techniques is dataset dimensionality. In many applications to real world problems, data may come from anywhere from a few dozen to many thousands of dimensions.
Such high-dimensional data spaces are often encountered in areas such as medicine or biology, where technology can produce a large number of measurements at once. This can make learning problems hard to manage.
The event will be a forum for stakeholders to examine current approaches towards clustering high-dimensional data. Topics are set to include:
- relational clustering;
- data reduction using rough and fuzzy sets;
- subspace clustering;
- projected clustering;
- correlation clustering;
- biclustering/co-clustering;
- clustering ensembles;
- multi-view clustering.For further information, please visit: http://sites.google.com/site/chdd12naples(opens in new window)