1969 search results - page 100 / 394 » Fuzzy sets in machine learning and data mining |
132
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KDD
1999
ACM
15 years 8 months ago
1999
ACM
We propose to use AdaBoost to efficiently learn classifiers over very large and possibly distributed data sets that cannot fit into main memory, as well as on-line learning wher...
141
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ILP
2003
Springer
15 years 9 months ago
2003
Springer
We describe an efficient implementation (MRDTL-2) of the Multi-relational decision tree learning (MRDTL) algorithm [23] which in turn was based on a proposal by Knobbe et al. [19] ...
120
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IJCNN
2006
IEEE
15 years 10 months ago
2006
IEEE
— A method is presented for extending the Evolving Connectionist System (ECoS) algorithm that allows it to explicitly represent and learn nominal-scale data without the need for ...
142
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SDM
2012
SIAM
13 years 6 months ago
2012
SIAM
To date, many active learning techniques have been developed for acquiring labels when training data is limited. However, an important aspect of the problem has often been neglect...
102
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IFSA
2007
Springer
15 years 10 months ago
2007
Springer
Typically the response of a multilayered perceptron (MLP) network on points which are far away from the boundary of its training data is not very reliable. When test data points ar...