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CORR
2008
Springer
105views Education» more  CORR 2008»
15 years 6 months ago
Robust Machine Learning Applied to Terascale Astronomical Datasets
We present recent results from the LCDM3 collaboration between UIUC Astronomy and NCSA to deploy supercomputing cluster resources and machine learning algorithms for the mining of ...
Nicholas M. Ball, Robert J. Brunner, Adam D. Myers
199
Voted
CSDA
2008
128views more  CSDA 2008»
15 years 6 months ago
On the equivalence between Non-negative Matrix Factorization and Probabilistic Latent Semantic Indexing
Non-negative Matrix Factorization (NMF) and Probabilistic Latent Semantic Indexing (PLSI) have been successfully applied to document clustering recently. In this paper, we show th...
Chris H. Q. Ding, Tao Li, Wei Peng
DEBU
2008
114views more  DEBU 2008»
15 years 6 months ago
Experiences with XQuery Processing for Data and Service Federation
In this paper, we describe our experiences in building and evolving an XQuery engine with a focus on data and service federation use cases. The engine that we discuss is a core co...
Michael Blow, Vinayak R. Borkar, Michael J. Carey,...
DKE
2008
106views more  DKE 2008»
15 years 6 months ago
Towards optimal k-anonymization
When releasing microdata for research purposes, one needs to preserve the privacy of respondents while maximizing data utility. An approach that has been studied extensively in re...
Tiancheng Li, Ninghui Li
ENTCS
2008
170views more  ENTCS 2008»
15 years 6 months ago
A Coq Library for Verification of Concurrent Programs
Thanks to recent advances, modern proof assistants now enable verification of realistic sequential programs. However, regarding the concurrency paradigm, previous work essentially...
Reynald Affeldt, Naoki Kobayashi