2450 search results - page 358 / 490 » Mining Model Trees from Spatial Data |
92
Voted
ICDM
2007
IEEE
15 years 7 months ago
2007
IEEE
The problem of transfer learning, where information gained in one learning task is used to improve performance in another related task, is an important new area of research. While...
SDM
2007
SIAM
15 years 2 months ago
2007
SIAM
We study the joint feature selection problem when learning multiple related classification or regression tasks. By imposing an automatic relevance determination prior on the hypo...
94
Voted
ICDM
2009
IEEE
14 years 10 months ago
2009
IEEE
Our goal is to automatically identify which species of bird is present in an audio recording using supervised learning. Devising effective algorithms for bird species classificati...
151
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SIAMREV
2010
14 years 7 months ago
2010
The newly emerging field of Network Science deals with the tasks of modelling, comparing and summarizing large data sets that describe complex interactions. Because pairwise affin...
123
Voted
HIS
2008
15 years 2 months ago
2008
Classification in imbalanced domains is a recent challenge in machine learning. We refer to imbalanced classification when data presents many examples from one class and few from ...