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112
Voted
KDD
2009
ACM
156views Data Mining» more  KDD 2009»
16 years 3 months ago
Collusion-resistant anonymous data collection method
The availability and the accuracy of the data dictate the success of a data mining application. Increasingly, there is a need to resort to on-line data collection to address the p...
Mafruz Zaman Ashrafi, See-Kiong Ng
KDD
2008
ACM
120views Data Mining» more  KDD 2008»
16 years 3 months ago
Entity categorization over large document collections
Extracting entities (such as people, movies) from documents and identifying the categories (such as painter, writer) they belong to enable structured querying and data analysis ov...
Arnd Christian König, Rares Vernica, Venkates...
143
Voted
KDD
2006
ACM
147views Data Mining» more  KDD 2006»
16 years 3 months ago
Summarizing itemset patterns using probabilistic models
In this paper, we propose a novel probabilistic approach to summarize frequent itemset patterns. Such techniques are useful for summarization, post-processing, and end-user interp...
Chao Wang, Srinivasan Parthasarathy
121
Voted
WWW
2010
ACM
15 years 9 months ago
Sampling community structure
We propose a novel method, based on concepts from expander graphs, to sample communities in networks. We show that our sampling method, unlike previous techniques, produces subgra...
Arun S. Maiya, Tanya Y. Berger-Wolf
107
Voted
CISIS
2010
IEEE
15 years 9 months ago
Scalability Analysis of Progressive Alignment on a Multicore
—Sequence alignment is a fundamental instrument in Bioinformatics. In recent years, numerous proposals have been addressing the problem of accelerating this class of applications...
Sebastian Isaza, Friman Sánchez, Georgi Gay...