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88
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ICPR
2000
IEEE
15 years 2 months ago
Oscillating Search Algorithms for Feature Selection
A new sub-optimal subset search method for feature selection is introduced. As opposed to other till now known subset selection methods the oscillating search is not dependent on ...
Petr Somol, Pavel Pudil
COMPSAC
1997
IEEE
15 years 2 months ago
A Pragmatic Approach to Formalizing Object-Oriented Modeling and Development
Despite recent developments in formal methods, formal methods have yet to enter the mainstream of software industry. In this paper, we first examine the pragmatic obstacles of ma...
Xiaoping Jia
73
Voted
SC
1994
ACM
15 years 2 months ago
Adaptive load migration systems for PVM
Adaptive load distribution is necessary for parallel applications to co-exist e ectively with other jobs in a network of shared, heterogeneous workstations. We present three metho...
Jeremy Casas, Ravi B. Konuru, Steve W. Otto, Rober...
SDM
2010
SIAM
151views Data Mining» more  SDM 2010»
14 years 12 months ago
Fast Stochastic Frank-Wolfe Algorithms for Nonlinear SVMs
The high computational cost of nonlinear support vector machines has limited their usability for large-scale problems. We propose two novel stochastic algorithms to tackle this pr...
Hua Ouyang, Alexander Gray
ICANNGA
2009
Springer
201views Algorithms» more  ICANNGA 2009»
15 years 5 months ago
A Novel Signal-Based Approach to Anomaly Detection in IDS Systems
In this paper we present our original methodology, in which Matching Pursuit is used for networks anomaly and intrusion detection. The architecture of anomaly-based IDS based on si...
Lukasz Saganowski, Michal Choras, Rafal Renk, Wito...