581 search results - page 4 / 117 » EM in High Dimensional Spaces |
ICCBR
2007
Springer
15 years 4 months ago
2007
Springer
Case-Based Reasoning (CBR) is a methodology that reuses the solutions of previous similar problems to solve new problems. Adaptation is the most difficult stage in the CBR cycle, e...
103
Voted
JMLR
2010
14 years 5 months ago
2010
Different aspects of the curse of dimensionality are known to present serious challenges to various machine-learning methods and tasks. This paper explores a new aspect of the dim...
110
Voted
SIGMOD
2000
ACM
15 years 2 months ago
2000
ACM
High dimensional data has always been a challenge for clustering algorithms because of the inherent sparsity of the points. Recent research results indicate that in high dimension...
117
Voted
VLDB
2000
ACM
15 years 1 months ago
2000
ACM
Nearest neighbor search in high dimensional spaces is an interesting and important problem which is relevant for a wide variety of novel database applications. As recent results s...
110
Voted
INFOVIS
2003
IEEE
15 years 3 months ago
2003
IEEE
Large numbers of dimensions not only cause clutter in multidimensional visualizations, but also make it difficult for users to navigate the data space. Effective dimension manage...