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JIB
2006
220views more  JIB 2006»
15 years 19 days ago
An assessment of machine and statistical learning approaches to inferring networks of protein-protein interactions
Protein-protein interactions (PPI) play a key role in many biological systems. Over the past few years, an explosion in availability of functional biological data obtained from hi...
Fiona Browne, Haiying Wang, Huiru Zheng, Francisco...
109
Voted
CODES
2004
IEEE
15 years 4 months ago
Operation tables for scheduling in the presence of incomplete bypassing
Register bypassing is a powerful and widely used feature in modern processors to eliminate certain data hazards. Although complete bypassing is ideal for performance, bypassing ha...
Aviral Shrivastava, Eugene Earlie, Nikil D. Dutt, ...
SIGSOFT
2006
ACM
15 years 6 months ago
Bit level types for high level reasoning
Bitwise operations are commonly used in low-level systems code to access multiple data fields that have been packed into a single word. Program analysis tools that reason about s...
Ranjit Jhala, Rupak Majumdar
87
Voted
KDD
2003
ACM
129views Data Mining» more  KDD 2003»
16 years 1 months ago
Empirical comparisons of various voting methods in bagging
Finding effective methods for developing an ensemble of models has been an active research area of large-scale data mining in recent years. Models learned from data are often subj...
Kelvin T. Leung, Douglas Stott Parker Jr.
104
Voted
KDD
2004
ACM
154views Data Mining» more  KDD 2004»
16 years 1 months ago
Diagnosing extrapolation: tree-based density estimation
There has historically been very little concern with extrapolation in Machine Learning, yet extrapolation can be critical to diagnose. Predictor functions are almost always learne...
Giles Hooker