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KDD
1998
ACM
122views Data Mining» more  KDD 1998»
15 years 2 months ago
Memory Placement Techniques for Parallel Association Mining
Many data mining tasks (e.g., Association Rules, Sequential Patterns) use complex pointer-based data structures (e.g., hash trees) that typically suffer from sub-optimal data loca...
Srinivasan Parthasarathy, Mohammed Javeed Zaki, We...
ESA
2006
Springer
125views Algorithms» more  ESA 2006»
14 years 11 months ago
Purely Functional Worst Case Constant Time Catenable Sorted Lists
We present a purely functional implementation of search trees that requires O(log n) time for search and update operations and supports the join of two trees in worst case constant...
Gerth Stølting Brodal, Christos Makris, Kos...
CVPR
1999
IEEE
15 years 12 months ago
Time-Series Classification Using Mixed-State Dynamic Bayesian Networks
We present a novel mixed-state dynamic Bayesian network (DBN) framework for modeling and classifying timeseries data such as object trajectories. A hidden Markov model (HMM) of di...
Vladimir Pavlovic, Brendan J. Frey, Thomas S. Huan...
ICEBE
2009
IEEE
147views Business» more  ICEBE 2009»
15 years 4 months ago
The Design and Implementation of Service Reservations in Real-Time SOA
—Service-oriented architecture (SOA) provides the flexibility of dynamically composing business processes in enterprise computing. However, they must be enhanced to support real...
Mark Panahi, Weiran Nie, Kwei-Jay Lin
PAKDD
2010
ACM
189views Data Mining» more  PAKDD 2010»
15 years 2 months ago
Subsequence Matching of Stream Synopses under the Time Warping Distance
In this paper, we propose a method for online subsequence matching between histogram-based stream synopsis structures under the dynamic warping distance. Given a query synopsis pat...
Su-Chen Lin, Mi-Yen Yeh, Ming-Syan Chen