1969 search results - page 71 / 394 » Fuzzy sets in machine learning and data mining |
157
Voted
CVPR
2004
IEEE
16 years 5 months ago
2004
IEEE
We consider the problem of the binary classification on imbalanced data, in which nearly all the instances are labelled as one class, while far fewer instances are labelled as the...
144
Voted
IJCAI
2007
15 years 5 months ago
2007
Over the past decade functional Magnetic Resonance Imaging (fMRI) has emerged as a powerful technique to locate activity of human brain while engaged in a particular task or cogni...
148
Voted
AAAI
2011
14 years 3 months ago
2011
End-user interactive machine learning is a promising tool for enhancing human productivity and capabilities with large unstructured data sets. Recent work has shown that we can cr...
145
Voted
ICTAI
2006
IEEE
15 years 9 months ago
2006
IEEE
We present an ensemble learning approach that achieves accurate predictions from arbitrarily partitioned data. The partitions come from the distributed processing requirements of ...
135
Voted
KDD
2009
ACM
16 years 4 months ago
2009
ACM
Spatial classification is the task of learning models to predict class labels based on the features of entities as well as the spatial relationships to other entities and their fe...