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AUTOMATICA
2010
98views more  AUTOMATICA 2010»
15 years 6 months ago
Explicit use of probabilistic distributions in linear predictive control
: The guarantee of feasibility given feasibility at initial time is an issue that has been overlooked by many of the recent papers on stochastic model predictive control. Effective...
Basil Kouvaritakis, Mark Cannon, Sasa V. Rakovic, ...
HPCC
2005
Springer
15 years 12 months ago
Fast Sparse Matrix-Vector Multiplication by Exploiting Variable Block Structure
Abstract. We improve the performance of sparse matrix-vector multiplication (SpMV) on modern cache-based superscalar machines when the matrix structure consists of multiple, irregu...
Richard W. Vuduc, Hyun-Jin Moon
ECAI
2004
Springer
15 years 11 months ago
A Generalized Quadratic Loss for Support Vector Machines
The standard SVM formulation for binary classification is based on the Hinge loss function, where errors are considered not correlated. Due to this, local information in the featu...
Filippo Portera, Alessandro Sperduti
CORR
2010
Springer
103views Education» more  CORR 2010»
15 years 6 months ago
Efficient Resource Matching in Heterogeneous Grid Using Resource Vector
In this paper, a method for efficient scheduling to obtain optimum job throughput in a distributed campus grid environment is presented; Traditional job schedulers determine job s...
Srirangam V. Addepallil, Per Andersen, George L. B...
EDO
2000
Springer
15 years 10 months ago
Architectural Reflection: Realising Software Architectures via Reflective Activities
Architectural reflection is the computation performed by a software system about its own software architecture. Building on previous research and on practical experience in industr...
Francesco Tisato, Andrea Savigni, Walter Cazzola, ...