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JAIR
2002
95views more  JAIR 2002»
13 years 10 months ago
SMOTE: Synthetic Minority Over-sampling Technique
An approach to the construction of classifiers from imbalanced datasets is described. A dataset is imbalanced if the classification categories are not approximately equally repres...
Nitesh V. Chawla, Kevin W. Bowyer, Lawrence O. Hal...
CLUSTER
1999
IEEE
13 years 10 months ago
The Network RamDisk: Using remote memory on heterogeneous NOWs
Efficient data storage, a major concern in the modern computer industry, is mostly provided today by the the traditional magnetic disk. Unfortunately the cost of a disk transfer m...
Michail Flouris, Evangelos P. Markatos
JASIS
1998
172views more  JASIS 1998»
13 years 10 months ago
Speech Recognition for a Digital Video Library
The standard method for making the full content of audio and video material searchable and is to annotate it with humangenerated meta-data that describes the content in a way that...
Michael J. Witbrock, Alexander G. Hauptmann
NAR
2002
125views more  NAR 2002»
13 years 10 months ago
ASTRAL compendium enhancements
The ASTRAL compendium provides several databases and tools to aid in the analysis of protein structures, particularly through the use of their sequences. It is partially derived f...
John-Marc Chandonia, Nigel S. Walker, Loredana Lo ...
NCA
2002
IEEE
13 years 10 months ago
Comparison of Algorithmic and Machine Learning Approaches for the Automatic Fitting of Gaussian Peaks
Fitting gaussian peaks to experimental data is important in many disciplines, including nuclear spectroscopy. Nonlinear least squares fitting methods have been in use for a long t...
Radwan E. Abdel-Aal
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