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PAKDD
2005
ACM
146views Data Mining» more  PAKDD 2005»
16 years 16 days ago
An Incremental Data Stream Clustering Algorithm Based on Dense Units Detection
Abstract. The data stream model of computation is often used for analyzing huge volumes of continuously arriving data. In this paper, we present a novel algorithm called DUCstream ...
Jing Gao, Jianzhong Li, Zhaogong Zhang, Pang-Ning ...
ICCD
1997
IEEE
140views Hardware» more  ICCD 1997»
15 years 11 months ago
Parallel-Array Implementations of a Non-Restoring Square Root Algorithm
In this paper, we present a parallel-array implementation of a new non-restoring square root algorithm (PASQRT). The carry-save adder (CSA) is used in the parallel array. The PASQ...
Yamin Li, Wanming Chu
AAAI
2008
15 years 9 months ago
Incremental Algorithms for Approximate Compilation
Compilation is an important approach to a range of inference problems, since it enables linear-time inference in the size S of the compiled representation. However, the main drawb...
Alberto Venturini, Gregory M. Provan
AAAI
2007
15 years 9 months ago
Possibilistic Causal Networks for Handling Interventions: A New Propagation Algorithm
This paper contains two important contributions for the development of possibilistic causal networks. The first one concerns the representation of interventions in possibilistic ...
Salem Benferhat, Salma Smaoui
NIPS
2004
15 years 8 months ago
Exponentiated Gradient Algorithms for Large-margin Structured Classification
We consider the problem of structured classification, where the task is to predict a label y from an input x, and y has meaningful internal structure. Our framework includes super...
Peter L. Bartlett, Michael Collins, Benjamin Taska...