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» Genetic Algorithms for Dynamic Test Data Generation
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130
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ICDM
2005
IEEE
187views Data Mining» more  ICDM 2005»
15 years 8 months ago
Parallel Algorithms for Distance-Based and Density-Based Outliers
An outlier is an observation that deviates so much from other observations as to arouse suspicion that it was generated by a different mechanism. Outlier detection has many applic...
Elio Lozano, Edgar Acuña
110
Voted
ICDM
2006
IEEE
130views Data Mining» more  ICDM 2006»
15 years 8 months ago
Boosting for Learning Multiple Classes with Imbalanced Class Distribution
Classification of data with imbalanced class distribution has posed a significant drawback of the performance attainable by most standard classifier learning algorithms, which ...
Yanmin Sun, Mohamed S. Kamel, Yang Wang 0007
106
Voted
CPHYSICS
2006
95views more  CPHYSICS 2006»
15 years 2 months ago
Multibillion-atom molecular dynamics simulation: Design considerations for vector-parallel processing
Progress in adapting molecular dynamics algorithms for systems with short-range interactions to utilize the features of modern supercomputers is described. Efficient utilization o...
D. C. Rapaport
EGH
2005
Springer
15 years 8 months ago
Optimal automatic multi-pass shader partitioning by dynamic programming
Complex shaders must be partitioned into multiple passes to execute on GPUs with limited hardware resources. Automatic partitioning gives rise to an NP-hard scheduling problem tha...
Alan Heirich
129
Voted
WOB
2004
134views Bioinformatics» more  WOB 2004»
15 years 4 months ago
Reconstruction of Phylogenetic Trees using the Ant Colony Optimization Paradigm
We developed a new approach for the reconstruction of phylogenetic trees using ant colony optimization metaheuristics.Atree is constructed using a fully connected graph and the pro...
Heitor S. Lopes, Mauricio Perretto