4773 search results - page 459 / 955 » Learning from Uncertain Data |
177
click to vote
ICCV
2007
IEEE
16 years 1 months ago
2007
IEEE
Structural perception of data plays a fundamental role in pattern analysis and machine learning. In this paper, we develop a new structural perception of data based on local conte...
192
Voted
ICNC
2005
Springer
16 years 16 days ago
2005
Springer
Abstract. In recent years, support vector machines (SVMs) have become a popular tool for pattern recognition and machine learning. Training a SVM involves solving a constrained qua...
181
click to vote
PAKDD
2004
ACM
16 years 11 days ago
2004
ACM
Supporting continuous mining queries on data streams requires algorithms that (i) are fast, (ii) make light demands on memory resources, and (iii) are easily to adapt to concept dr...
192
click to vote
ICDM
2002
IEEE
15 years 12 months ago
2002
IEEE
Current Data Mining techniques usually do not have a mechanism to automatically infer semantic features inherent in the data being “mined”. The semantics are either injected i...
186
click to vote
VLDB
1995
ACM
15 years 10 months ago
1995
ACM
Classification, which involves finding rules that partition a given da.ta set into disjoint groups, is one class of data mining problems. Approaches proposed so far for mining cla...