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IPPS
2003
IEEE
15 years 9 months ago
A Compilation Framework for Distributed Memory Parallelization of Data Mining Algorithms
With the availability of large datasets in a variety of scientific and commercial domains, data mining has emerged as an important area within the last decade. Data mining techni...
Xiaogang Li, Ruoming Jin, Gagan Agrawal
ICDM
2010
IEEE
133views Data Mining» more  ICDM 2010»
15 years 2 months ago
QMAS: Querying, Mining and Summarization of Multi-modal Databases
Robson Leonardo Ferreira Cordeiro, Fan Guo, Donna ...
KDD
2012
ACM
165views Data Mining» more  KDD 2012»
13 years 6 months ago
PatentMiner: topic-driven patent analysis and mining
Jie Tang, Bo Wang, Yang Yang, Po Hu, Yanting Zhao,...
IDEAL
2003
Springer
15 years 9 months ago
Association Rule Mining Algorithms for Set-Valued Data
This paper presents an association rule mining system that is capable of handling set-valued attributes. Our previous research has exposed us to a variety of real-world biological ...
Christopher A. Shoemaker, Carolina Ruiz
SIGMOD
2000
ACM
212views Database» more  SIGMOD 2000»
15 years 8 months ago
SQLEM: Fast Clustering in SQL using the EM Algorithm
Clustering is one of the most important tasks performed in Data Mining applications. This paper presents an e cient SQL implementation of the EM algorithm to perform clustering in...
Carlos Ordonez, Paul Cereghini