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91
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ICDM
2006
IEEE
130views Data Mining» more  ICDM 2006»
15 years 7 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
120
Voted
AMFG
2005
IEEE
152views Biometrics» more  AMFG 2005»
15 years 6 months ago
Regularization of LDA for Face Recognition: A Post-processing Approach
When applied to high-dimensional classification task such as face recognition, linear discriminant analysis (LDA) can extract two kinds of discriminant vectors, those in the null s...
Wangmeng Zuo, Kuanquan Wang, David Zhang, Jian Yan...
DATE
2005
IEEE
153views Hardware» more  DATE 2005»
15 years 6 months ago
Accurate Reliability Evaluation and Enhancement via Probabilistic Transfer Matrices
Soft errors are an increasingly serious problem for logic circuits. To estimate the effects of soft errors on such circuits, we develop a general computational framework based on ...
Smita Krishnaswamy, George F. Viamontes, Igor L. M...
109
Voted
ICPP
2005
IEEE
15 years 6 months ago
Incremental Parallelization Using Navigational Programming: A Case Study
We show how a series of transformations can be applied to a sequential program to obtain programs that represent successive steps in exploiting parallelism in the original algorit...
Lei Pan, Wenhui Zhang, Arthur Asuncion, Ming Kin L...
120
Voted
PCI
2005
Springer
15 years 6 months ago
Tuning Blocked Array Layouts to Exploit Memory Hierarchy in SMT Architectures
Cache misses form a major bottleneck for memory-intensive applications, due to the significant latency of main memory accesses. Loop tiling, in conjunction with other program tran...
Evangelia Athanasaki, Kornilios Kourtis, Nikos Ana...