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127
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ICML
2007
IEEE
16 years 4 months ago
Asymmetric boosting
A cost-sensitive extension of boosting, denoted as asymmetric boosting, is presented. Unlike previous proposals, the new algorithm is derived from sound decision-theoretic princip...
Hamed Masnadi-Shirazi, Nuno Vasconcelos
EUROCRYPT
2009
Springer
16 years 4 months ago
A Unified Framework for the Analysis of Side-Channel Key Recovery Attacks
The fair evaluation and comparison of side-channel attacks and countermeasures has been a long standing open question, limiting further developments in the field. Motivated by this...
François-Xavier Standaert, Moti Yung, Tal M...
144
Voted
CAV
2009
Springer
184views Hardware» more  CAV 2009»
16 years 4 months ago
Monotonic Partial Order Reduction: An Optimal Symbolic Partial Order Reduction Technique
Abstract. We present a new technique called Monotonic Partial Order Reduction (MPOR) that effectively combines dynamic partial order reduction with symbolic state space exploration...
Vineet Kahlon, Chao Wang, Aarti Gupta
KDD
2007
ACM
178views Data Mining» more  KDD 2007»
16 years 3 months ago
Density-based clustering for real-time stream data
Existing data-stream clustering algorithms such as CluStream are based on k-means. These clustering algorithms are incompetent to find clusters of arbitrary shapes and cannot hand...
Yixin Chen, Li Tu
113
Voted
KDD
2004
ACM
314views Data Mining» more  KDD 2004»
16 years 3 months ago
Assessment of discretization techniques for relevant pattern discovery from gene expression data
In the domain of gene expression data analysis, various researchers have recently emphasized the promising application of pattern discovery techniques like association rule mining...
Ruggero G. Pensa, Claire Leschi, Jéré...