MLDM
2007
Springer
14 years 5 months ago
2007
Springer
MLDM
2007
Springer
14 years 5 months ago
2007
Springer
MLDM
2007
Springer
14 years 5 months ago
2007
Springer
Advances in wireless and mobile technology flood us with amounts of moving object data that preclude all means of manual data processing. The volume of data gathered from position...
MLDM
2007
Springer
14 years 5 months ago
2007
Springer
MLDM
2007
Springer
14 years 5 months ago
2007
Springer
Abstract. Outlier detection has recently become an important problem in many industrial and financial applications. In this paper, a novel unsupervised algorithm for outlier detec...
MLDM
2007
Springer
14 years 5 months ago
2007
Springer
In this paper we propose a new criterion, based on Minimum Description Length (MDL), to estimate an optimal number of clusters. This criterion, called Kernel MDL (KMDL), is particu...
MLDM
2007
Springer
14 years 5 months ago
2007
Springer
Support vector machine (SVM) has received much attention in feature selection recently because of its ability to incorporate kernels to discover nonlinear dependencies between feat...
MLDM
2007
Springer
14 years 5 months ago
2007
Springer
Transduction is an inference mechanism “from particular to particular”. Its application to classification tasks implies the use of both labeled (training) data and unlabeled (...
MLDM
2007
Springer
14 years 5 months ago
2007
Springer
Abstract. The goal of predictive toxicology is the automatic construction of carcinogenecity models. Most common artificial intelligence techniques used to construct these models ...
MLDM
2007
Springer
14 years 5 months ago
2007
Springer
The color reduction in digital images is an active research area in digital image processing. In many applications such as image segmentation, analysis, compression and transmissio...