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ECML
2004
Springer
15 years 10 months ago
Efficient Hyperkernel Learning Using Second-Order Cone Programming
The kernel function plays a central role in kernel methods. Most existing methods can only adapt the kernel parameters or the kernel matrix based on empirical data. Recently, Ong e...
Ivor W. Tsang, James T. Kwok
CIARP
2006
Springer
15 years 10 months ago
Feature Selection Based on Mutual Correlation
Feature selection is a critical procedure in many pattern recognition applications. There are two distinct mechanisms for feature selection namely the wrapper methods and the filte...
Michal Haindl, Petr Somol, Dimitrios Ververidis, C...
CIKM
2006
Springer
15 years 10 months ago
Cache-oblivious nested-loop joins
We propose to adapt the newly emerged cache-oblivious model to relational query processing. Our goal is to automatically achieve an overall performance comparable to that of fine-...
Bingsheng He, Qiong Luo
EMSOFT
2004
Springer
15 years 10 months ago
A methodology for generating verified combinatorial circuits
High-level programming languages offer significant expressivity but provide little or no guarantees about resource use. Resourcebounded languages -- such as hardware-description l...
Oleg Kiselyov, Kedar N. Swadi, Walid Taha
FCCM
2004
IEEE
133views VLSI» more  FCCM 2004»
15 years 10 months ago
A Methodology for Synthesis of Efficient Intrusion Detection Systems on FPGAs
Intrusion detection for network security is a computation intensive application demanding high system performance. System level design, a relatively unexplored field in this area,...
Zachary K. Baker, Viktor K. Prasanna