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128
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IPPS
2006
IEEE
15 years 8 months ago
Tree partition based parallel frequent pattern mining on shared memory systems
In this paper, we present a tree-partition algorithm for parallel mining of frequent patterns. Our work is based on FP-Growth algorithm, which is constituted of tree-building stag...
Dehao Chen, Chunrong Lai, Wei Hu, Wenguang Chen, Y...
115
Voted
CORR
2010
Springer
66views Education» more  CORR 2010»
15 years 2 months ago
Price Trackers Inspired by Immune Memory
Abstract. In this paper we outline initial concepts for an immune inspired algorithm to evaluate price time series data. The proposed solution evolves a short term pool of trackers...
William O. Wilson, Phil Birkin, Uwe Aickelin
126
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ICML
1997
IEEE
16 years 3 months ago
Predicting Multiprocessor Memory Access Patterns with Learning Models
Machine learning techniques are applicable to computer system optimization. We show that shared memory multiprocessors can successfully utilize machine learning algorithms for mem...
M. F. Sakr, Steven P. Levitan, Donald M. Chiarulli...
119
Voted
DAC
1999
ACM
15 years 7 months ago
Exact Memory Size Estimation for Array Computations without Loop Unrolling
This paper presents a new algorithm for exact estimation of the minimum memory size required by programs dealing with array computations. Memory size is an important factor a ecti...
Ying Zhao, Sharad Malik
106
Voted
DCC
2003
IEEE
16 years 2 months ago
PPM Model Cleaning
The Prediction by Partial Matching (PPM) algorithm uses a cumulative frequency count of input symbols in different contexts to estimate their probability distribution. Excellent c...
Milenko Drinic, Darko Kirovski, Miodrag Potkonjak