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ECML
2006
Springer
15 years 1 months ago
Batch Classification with Applications in Computer Aided Diagnosis
Abstract. Most classification methods assume that the samples are drawn independently and identically from an unknown data generating distribution, yet this assumption is violated ...
Volkan Vural, Glenn Fung, Balaji Krishnapuram, Jen...
ATAL
2010
Springer
14 years 11 months ago
Merging example plans into generalized plans for non-deterministic environments
We present a new approach for finding generalized contingent plans with loops and branches in situations where there is uncertainty in state properties and object quantities, but ...
Siddharth Srivastava, Neil Immerman, Shlomo Zilber...
CORR
2010
Springer
101views Education» more  CORR 2010»
14 years 10 months ago
Computing the Least Fixed Point of Positive Polynomial Systems
We consider equation systems of the form X1 = f1(X1, . . . , Xn), . . . , Xn = fn(X1, . . . , Xn) where f1, . . . , fn are polynomials with positive real coefficients. In vector fo...
Javier Esparza, Stefan Kiefer, Michael Luttenberge...
PLDI
2010
ACM
15 years 3 months ago
Decoupled lifeguards: enabling path optimizations for dynamic correctness checking tools
Dynamic correctness checking tools (a.k.a. lifeguards) can detect a wide array of correctness issues, such as memory, security, and concurrency misbehavior, in unmodified executa...
Olatunji Ruwase, Shimin Chen, Phillip B. Gibbons, ...
PLDI
2010
ACM
15 years 3 months ago
Mixing type checking and symbolic execution
Static analysis designers must carefully balance precision and efficiency. In our experience, many static analysis tools are built around an elegant, core algorithm, but that alg...
Yit Phang Khoo, Bor-Yuh Evan Chang, Jeffrey S. Fos...