259 search results - page 1 / 52 » Towards parameter-free data mining |
ICDM
2005
IEEE
13 years 10 months ago
2005
IEEE
Consider spatial data consisting of a set of binary features taking values over a collection of spatial extents (grid cells). We propose a method that simultaneously finds spatia...
PAKDD
2010
ACM
13 years 9 months ago
2010
ACM
Abstract. Integrative mining of heterogeneous data is one of the major challenges for data mining in the next decade. We address the problem of integrative clustering of data with ...
KDD
2004
ACM
14 years 5 months ago
2004
ACM
Most data mining algorithms require the setting of many input parameters. Two main dangers of working with parameter-laden algorithms are the following. First, incorrect settings ...
ICDM
2007
IEEE
13 years 11 months ago
2007
IEEE
ICDM
2003
IEEE
13 years 10 months ago
2003
IEEE