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ICTAI
2003
IEEE
13 years 10 months ago
Parallel Mining of Maximal Frequent Itemsets from Databases
In this paper, we propose a parallel algorithm for mining maximal frequent itemsets from databases. A frequent itemset is maximal if none of its supersets is frequent. The new par...
Soon Myoung Chung, Congnan Luo
WEA
2005
Springer
176views Algorithms» more  WEA 2005»
13 years 10 months ago
High-Performance Algorithm Engineering for Large-Scale Graph Problems and Computational Biology
Abstract. Many large-scale optimization problems rely on graph theoretic solutions; yet high-performance computing has traditionally focused on regular applications with high degre...
David A. Bader
ICCS
2005
Springer
13 years 10 months ago
Self-optimization of Large Scale Wildfire Simulations
The development of efficient parallel algorithms for large scale wildfire simulations is a challenging research problem because the factors that determine wildfire behavior are com...
Jingmei Yang, Huoping Chen, Salim Hariri, Manish P...
IPPS
2005
IEEE
13 years 10 months ago
Possibilities to Solve the Clique Problem by Thread Parallelism using Task Pools
We construct parallel algorithms with implementations to solve the clique problem in practice and research their computing time compared with sequential algorithms. The parallel a...
Holger Blaar, Thomas Lange, Renate Winter, Marcel ...
PDP
2006
IEEE
13 years 11 months ago
An Experimental Validation of the PRO Model for Parallel and Distributed Computation
— The Parallel Resource-Optimal (PRO) computation model was introduced by Gebremedhin et al. [2002] as a framework for the design and analysis of efficient parallel algorithms. ...
Mohamed Essaïdi, Jens Gustedt
ICPPW
2006
IEEE
13 years 11 months ago
Parallel Algorithms for Motion Panorama Construction
A motion panorama is an efficient and compact representation of the underlying video. However, the motion panorama construction process is computationally intensive and hence extr...
Yong Wei, Hongyu Wang, Suchendra M. Bhandarkar, Ka...
CLUSTER
2006
IEEE
13 years 11 months ago
A Parallel Algorithm for the Solution of the Deconvolution Problem on Heterogeneous Networks
In this work we present a parallel algorithm for the solution of a least squares problem with structured matrices. This problem arises in many applications mainly related to digit...
Pedro Alonso, Antonio M. Vidal, Alexey L. Lastovet...
FOSSACS
2010
Springer
13 years 11 months ago
Parameterised Multiparty Session Types
For many application-level distributed protocols and parallel algorithms, the set of participants, the number of messages or the interaction structure are only known at run-time. T...
Nobuko Yoshida, Pierre-Malo Deniélou, Andi ...
DASFAA
2010
IEEE
139views Database» more  DASFAA 2010»
13 years 11 months ago
Highly Scalable Multiprocessing Algorithms for Preference-Based Database Retrieval
Abstract. Until recently algorithms continuously gained free performance improvements due to ever increasing processor speeds. Unfortunately, this development has reached its limit...
Joachim Selke, Christoph Lofi, Wolf-Tilo Balke
KDD
2004
ACM
118views Data Mining» more  KDD 2004»
14 years 5 months ago
Parallel computation of high dimensional robust correlation and covariance matrices
The computation of covariance and correlation matrices are critical to many data mining applications and processes. Unfortunately the classical covariance and correlation matrices...
James Chilson, Raymond T. Ng, Alan Wagner, Ruben H...