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IJCNN
2006
IEEE
16 years 24 days ago
Learning the Kernel in Mahalanobis One-Class Support Vector Machines
— In this paper, we show that one-class SVMs can also utilize data covariance in a robust manner to improve performance. Furthermore, by constraining the desired kernel function ...
Ivor W. Tsang, James T. Kwok, Shutao Li
162
Voted
ECOOP
2005
Springer
16 years 9 days ago
Expressive Pointcuts for Increased Modularity
Abstract. In aspect-oriented programming, pointcuts are used to describe crossstructure. Pointcuts that abstract over irrelevant implementation details are clearly desired to bette...
Klaus Ostermann, Mira Mezini, Christoph Bockisch
IFIP
2005
Springer
16 years 8 days ago
Multi-Stage Stochastic Electricity Portfolio Optimization in Liberalized Energy Markets
In this paper we analyze the electricity portfolio problem of a big consumer in a multi-stage stochastic programming framework. Stochasticity enters the model via the uncertain spo...
Ronald Hochreiter, Georg Ch. Pflug, David Wozabal
APLAS
2004
ACM
16 years 6 days ago
A MATLAB-Based Code Generator for Sparse Matrix Computations
Abstract. We present a matrix language compiler CMC which translates annotated MATLAB scripts into Fortran 90 programs. Distinguishing features of CMC include its applicability to ...
Hideyuki Kawabata, Mutsumi Suzuki, Toshiaki Kitamu...
PADL
2004
Springer
16 years 4 days ago
An Algebraic Theory of Polymorphic Temporal Media
Temporal media is information that is directly consumed by a user, and that varies with time. Examples include music, digital sound files, computer animations, and video clips. I...
Paul Hudak