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VLDB
1992
ACM
116views Database» more  VLDB 1992»
15 years 11 months ago
Dynamic Data Distribution (D3) in a Shared-Nothing Multiprocessor Data Store
Donald D. Chamberlin, Frank B. Schmuck
ICDM
2005
IEEE
189views Data Mining» more  ICDM 2005»
16 years 13 days ago
Integrating Hidden Markov Models and Spectral Analysis for Sensory Time Series Clustering
We present a novel approach for clustering sequences of multi-dimensional trajectory data obtained from a sensor network. The sensory time-series data present new challenges to da...
Jie Yin, Qiang Yang
PODS
2004
ACM
130views Database» more  PODS 2004»
16 years 7 months ago
Computational Complexity of Itemset Frequency Satisfiability
Computing frequent itemsets is one of the most prominent problems in data mining. We introduce a new, related problem, called FREQSAT: given some itemset-interval pairs, does ther...
Toon Calders
232
Voted
KDD
2012
ACM
187views Data Mining» more  KDD 2012»
13 years 9 months ago
Sampling minimal frequent boolean (DNF) patterns
We tackle the challenging problem of mining the simplest Boolean patterns from categorical datasets. Instead of complete enumeration, which is typically infeasible for this class ...
Geng Li, Mohammed J. Zaki