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ADMA
2005
Springer
149views Data Mining» more  ADMA 2005»
14 years 1 months ago
A New Support Vector Machine for Data Mining
Abstract. This paper proposes a new support vector machine (SVM) with a robust loss function for data mining. Its dual optimal formation is also constructed. A gradient based algor...
Haoran Zhang, Xiaodong Wang, Changjiang Zhang, Xiu...
ESA
2010
Springer
140views Algorithms» more  ESA 2010»
13 years 8 months ago
A Robust PTAS for Machine Covering and Packing
Abstract. Minimizing the makespan or maximizing the minimum machine load are two of the most important and fundamental parallel machine scheduling problems. In an online scenario, ...
Martin Skutella, José Verschae
FASE
2009
Springer
14 years 2 months ago
Control Dependence for Extended Finite State Machines
Abstract. Though there has been nearly three decades of work on program slicing, there has been comparatively little work on slicing for state machines. One of the primary challeng...
Kelly Androutsopoulos, David Clark, Mark Harman, Z...
SAT
2009
Springer
111views Hardware» more  SAT 2009»
14 years 2 months ago
Restart Strategy Selection Using Machine Learning Techniques
Abstract. Restart strategies are an important factor in the performance of conflict-driven Davis Putnam style SAT solvers. Selecting a good restart strategy for a problem instance...
Shai Haim, Toby Walsh
ICFEM
2005
Springer
14 years 1 months ago
29 New Unclarities in the Semantics of UML 2.0 State Machines
Abstract. UML 2.0, which is the standard modeling language for objectoriented systems, has only an informally given semantics. This is in particular the case for UML 2.0 state mach...
Harald Fecher, Jens Schönborn, Marcel Kyas, W...