2634 search results - page 104 / 527 » Argument based machine learning |
118
Voted
ICDM
2007
IEEE
15 years 9 months ago
2007
IEEE
We explore the problem of budgeted machine learning, in which the learning algorithm has free access to the training examples’ labels but has to pay for each attribute that is s...
138
Voted
FGR
2000
IEEE
15 years 8 months ago
2000
IEEE
This paper proposes a state based approach to gesture learning and recognition. Using spatial clustering and temporal alignment, each gesture is defined to be an ordered sequence ...
125
Voted
ICDE
2007
IEEE
15 years 7 months ago
2007
IEEE
Data mining techniques and machine learning methods are commonly used in several disciplines. It is possible that they could also provide a basis for quality assessment of softwar...
125
Voted
COLT
2005
Springer
15 years 9 months ago
2005
Springer
We start by showing that in an active learning setting, the Perceptron algorithm needs Ω( 1 ε2 ) labels to learn linear separators within generalization error ε. We then prese...
178
Voted
ICML
2001
IEEE
16 years 4 months ago
2001
IEEE
In this paper, we examine the advantages and disadvantages of filter and wrapper methods for feature selection and propose a new hybrid algorithm that uses boosting and incorporat...