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KDD
2000
ACM
118views Data Mining» more  KDD 2000»
10 years 5 months ago
Generating non-redundant association rules
The traditional association rule mining framework produces many redundant rules. The extent of redundancy is a lot larger than previously suspected. We present a new framework for...
Mohammed Javeed Zaki
KDD
2000
ACM
115views Data Mining» more  KDD 2000»
10 years 5 months ago
Mining asynchronous periodic patterns in time series data
Periodicy detection in time series data is a challenging problem of great importance in many applications. Most previous work focused on mining synchronous periodic patterns and d...
Jiong Yang, Wei Wang 0010, Philip S. Yu
KDD
2000
ACM
222views Data Mining» more  KDD 2000»
10 years 5 months ago
Interactive exploration of very large relational datasets through 3D dynamic projections
The grand tour, one of the most popular methods for multidimensional data exploration, is based on orthogonally projecting multidimensional data to a sequence of lower dimensional...
Li Yang
KDD
2000
ACM
87views Data Mining» more  KDD 2000»
10 years 5 months ago
Efficient search for association rules
Geoffrey I. Webb
KDD
2000
ACM
98views Data Mining» more  KDD 2000»
10 years 5 months ago
Growing decision trees on support-less association rules
Ke Wang, Senqiang Zhou, Yu He
KDD
2000
ACM
153views Data Mining» more  KDD 2000»
10 years 5 months ago
The generalized Bayesian committee machine
In this paper we introduce the Generalized Bayesian Committee Machine (GBCM) for applications with large data sets. In particular, the GBCM can be used in the context of kernel ba...
Volker Tresp
KDD
2000
ACM
108views Data Mining» more  KDD 2000»
10 years 5 months ago
Textual data mining of service center call records
Pang-Ning Tan, Hannah Blau, Steven A. Harp, Robert...
KDD
2000
ACM
110views Data Mining» more  KDD 2000»
10 years 5 months ago
An empirical analysis of techniques for constructing and searching k-dimensional trees
Affordable, fast computers with large memories have lessened the demand for program efficiency, but applications such as browsing and searching very large databases often have rat...
Douglas A. Talbert, Douglas H. Fisher
KDD
2000
ACM
70views Data Mining» more  KDD 2000»
10 years 5 months ago
Variations on Multimedia Data Mining
Is multimedia data mining just a new combination of buzz-words or is it a new interdisciplinary field which not only incorporates methods and techniques from the relevant discipli...
Simeon J. Simoff
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