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BMCBI
2010
224views more  BMCBI 2010»
15 years 6 months ago
An adaptive optimal ensemble classifier via bagging and rank aggregation with applications to high dimensional data
Background: Generally speaking, different classifiers tend to work well for certain types of data and conversely, it is usually not known a priori which algorithm will be optimal ...
Susmita Datta, Vasyl Pihur, Somnath Datta
IPPS
2006
IEEE
15 years 12 months ago
Platform-based FPGA architecture: designing high-performance and low-power routing structure for realizing DSP applications
The novel design of an efficient FPGA interconnection architecture with multiple Switch Boxes (SB) and hardwired connections for realizing data intensive applications (i.e. DSP ap...
Kostas Siozios, Konstantinos Tatas, Dimitrios Soud...
KDD
2009
ACM
173views Data Mining» more  KDD 2009»
15 years 10 months ago
Malware detection using statistical analysis of byte-level file content
Commercial anti-virus software are unable to provide protection against newly launched (a.k.a “zero-day”) malware. In this paper, we propose a novel malware detection techniqu...
S. Momina Tabish, M. Zubair Shafiq, Muddassar Faro...
ASPLOS
2009
ACM
16 years 6 months ago
Architectural support for SWAR text processing with parallel bit streams: the inductive doubling principle
Parallel bit stream algorithms exploit the SWAR (SIMD within a register) capabilities of commodity processors in high-performance text processing applications such as UTF8 to UTF-...
Robert D. Cameron, Dan Lin
PAKDD
2004
ACM
117views Data Mining» more  PAKDD 2004»
15 years 11 months ago
Constraint-Based Mining of Formal Concepts in Transactional Data
We are designing new data mining techniques on boolean contexts to identify a priori interesting concepts, i.e., closed sets of objects (or transactions) and associated closed sets...
Jérémy Besson, Céline Robarde...