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» Embedding Heterogeneous Data Using Statistical Models
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148
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CL
2010
Springer
15 years 2 months ago
SystemJ: A GALS language for system level design
In this paper we present the syntax, semantics, and compilation of a new system-level programming language called SystemJ. SystemJ is a multiclock language supporting the Globally...
Avinash Malik, Zoran Salcic, Partha S. Roop, Alain...
122
Voted
RECOMB
2007
Springer
16 years 2 months ago
A Bayesian Model That Links Microarray mRNA Measurements to Mass Spectrometry Protein Measurements
Abstract. An important problem in biology is to understand correspondences between mRNA microarray levels and mass spectrometry peptide counts. Recently, a compendium of mRNA expre...
Anitha Kannan, Andrew Emili, Brendan J. Frey
117
Voted
USENIX
2008
15 years 5 months ago
A Dollar from 15 Cents: Cross-Platform Management for Internet Services
As Internet services become ubiquitous, the selection and management of diverse server platforms now affects the bottom line of almost every firm in every industry. Ideally, such ...
Christopher Stewart, Terence Kelly, Alex Zhang, Ka...
143
Voted
PROMISE
2010
14 years 9 months ago
Case-based reasoning vs parametric models for software quality optimization
Background: There are many data mining methods but few comparisons between them. For example, there are at least two ways to build quality optimizers, programs that find project o...
Adam Brady, Tim Menzies
126
Voted
KDD
2006
ACM
201views Data Mining» more  KDD 2006»
16 years 3 months ago
Clustering based large margin classification: a scalable approach using SOCP formulation
This paper presents a novel Second Order Cone Programming (SOCP) formulation for large scale binary classification tasks. Assuming that the class conditional densities are mixture...
J. Saketha Nath, Chiranjib Bhattacharyya, M. Naras...