5463 search results - page 83 / 1093 » Evaluating algorithms that learn from data streams |
137
Voted
CANDC
2005
ACM
15 years 15 days ago
2005
ACM
A DNA microarray can track the expression levels of thousands of genes simultaneously. Previous research has demonstrated that this technology can be useful in the classification ...
115
Voted
CORR
2008
Springer
15 years 21 days ago
2008
Springer
We address here two major challenges presented by dynamic data mining: 1) the stability challenge: we have implemented a rigorous incremental density-based clustering algorithm, i...
112
Voted
SDM
2008
SIAM
15 years 2 months ago
2008
SIAM
Multiple view data, which have multiple representations from different feature spaces or graph spaces, arise in various data mining applications such as information retrieval, bio...
100
Voted
CIKM
2007
Springer
15 years 6 months ago
2007
Springer
In this work a method for detecting distance-based outliers in data streams is presented. We deal with the sliding window model, where outlier queries are performed in order to de...
117
click to vote
ICDCS
2002
IEEE
15 years 5 months ago
2002
IEEE
Data mining systems aim to discover patterns and extract useful information from facts recorded in databases. A widely adopted approach is to apply machine learning algorithms to ...