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» Presenting Data from Experiments in Algorithmics
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AI
2001
Springer
14 years 1 months ago
A Case Study for Learning from Imbalanced Data Sets
We present our experience in applying a rule induction technique to an extremely imbalanced pharmaceutical data set. We focus on using a variety of performance measures to evaluate...
Aijun An, Nick Cercone, Xiangji Huang
SIGMOD
1998
ACM
93views Database» more  SIGMOD 1998»
14 years 26 days ago
Efficiently Mining Long Patterns from Databases
We present a pattern-mining algorithm that scales roughly linearly in the number of maximal patterns embedded in a database irrespective of the length of the longest pattern. In c...
Roberto J. Bayardo Jr.
BMCBI
2010
74views more  BMCBI 2010»
13 years 8 months ago
Correcting for the effects of natural abundance in stable isotope resolved metabolomics experiments involving ultra-high resolut
Background: Stable isotope tracing with ultra-high resolution Fourier transform-ion cyclotron resonance-mass spectrometry (FT-ICR-MS) can provide simultaneous determination of hun...
Hunter N. B. Moseley
GECCO
2007
Springer
192views Optimization» more  GECCO 2007»
13 years 10 months ago
Parsimonious regularization using genetic algorithms applied to the analysis of analytical ultracentrifugation experiments
Frequently in the physical sciences experimental data are analyzed to determine model parameters using techniques known as parameter estimation. Eliminating the effects of noise ...
Emre H. Brookes, Borries Demeler
SSD
1993
Springer
91views Database» more  SSD 1993»
14 years 21 days ago
Volumes From Overlaying 3-D Triangulations in Parallel
Consider a polyhedron that is triangulated into tetrahedra in two different ways. This paper presents an algorithm, and hints for implementation, for finding the volumes of the i...
Wm. Randolph Franklin, Mohan S. Kankanhalli