KAIS
2007
13 years 4 months ago
2007
KAIS
2007
13 years 4 months ago
2007
KAIS
2007
13 years 4 months ago
2007
We present an adaptive load shedding approach for windowed stream joins. In contrast to the conventional approach of dropping tuples from the input streams, we explore the concept ...
KAIS
2007
13 years 4 months ago
2007
KAIS
2007
13 years 4 months ago
2007
Data clustering is a popular approach for automatically finding classes, concepts, or groups of patterns. In practice this discovery process should avoid redundancies with existi...
KAIS
2007
13 years 4 months ago
2007
With the proliferation of extremely high-dimensional data, feature selection algorithms have become indispensable components of the learning process. Strangely, despite extensive ...
KAIS
2007
13 years 4 months ago
2007
KAIS
2007
13 years 4 months ago
2007
Eliciting requirements for a proposed system inevitably involves the problem of handling undesirable information about customer’s needs, including inconsistency, vagueness, redun...
KAIS
2007
13 years 4 months ago
2007
Analyzing the quality of data prior to constructing data mining models is emerging as an important issue. Algorithms for identifying noise in a given data set can provide a good me...
KAIS
2007
13 years 4 months ago
2007
Abstract. Outlier detection is concerned with discovering exceptional behaviors of objects. Its theoretical principle and practical implementation lay a foundation for some importa...