KDD
2006
ACM
14 years 12 months ago
2006
ACM
In many applications, association rules will only be interesting if they represent non-trivial correlations between all constituent items. Numerous techniques have been developed ...
KDD
2006
ACM
14 years 12 months ago
2006
ACM
Mining data streams of changing class distributions is important for real-time business decision support. The stream classifier must evolve to reflect the current class distributi...
KDD
2006
ACM
14 years 12 months ago
2006
ACM
In this paper, we propose a novel probabilistic approach to summarize frequent itemset patterns. Such techniques are useful for summarization, post-processing, and end-user interp...
KDD
2006
ACM
14 years 12 months ago
2006
ACM
This paper presents an LDA-style topic model that captures not only the low-dimensional structure of data, but also how the structure changes over time. Unlike other recent work t...
KDD
2006
ACM
14 years 12 months ago
2006
ACM
An organization makes a new release as new information become available, releases a tailored view for each data request, releases sensitive information and identifying information...
KDD
2006
ACM
14 years 12 months ago
2006
ACM
We describe a data mining system to detect frauds that are camouflaged to look like normal activities in domains with high number of known relationships. Examples include accounti...
KDD
2006
ACM
14 years 12 months ago
2006
ACM
KDD
2006
ACM
14 years 12 months ago
2006
ACM
KDD
2006
ACM
14 years 12 months ago
2006
ACM
Let R be a set of objects. An object o R is an outlier, if there exist less than k objects in R whose distances to o are at most r. The values of k, r, and the distance metric ar...
KDD
2006
ACM
14 years 12 months ago
2006
ACM
Long-term search history contains rich information about a user's search preferences. In this paper, we study statistical language modeling based methods to mine contextual i...