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» A Portfolio Approach to Algorithm Selection
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128
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PKDD
2000
Springer
134views Data Mining» more  PKDD 2000»
15 years 7 months ago
Induction of Multivariate Decision Trees by Using Dipolar Criteria
A new approach to the induction of multivariate decision trees is proposed. A linear decision function (hyper-plane) is used at each non-terminal node of a binary tree for splittin...
Leon Bobrowski, Marek Kretowski
120
Voted
ISSS
1995
IEEE
100views Hardware» more  ISSS 1995»
15 years 7 months ago
Optimal code generation for embedded memory non-homogeneous register architectures
This paper examines the problem of code-generation for expression trees on non-homogeneous register set architectures. It proposes and proves the optimality of an O(n) algorithm f...
Guido Araujo, Sharad Malik
110
Voted
COLING
1992
15 years 4 months ago
Generation of Informative Texts with Style
: An approach to the computational treatment of style is presented in the case of generation of informative texts. We regard the style mestly as a me,as of controlled selection of ...
Stephan M. Kerpedjiev
126
Voted
ICIP
2010
IEEE
15 years 29 days ago
Object detection and segmentation on a hierarchical region-based image representation
In this paper we present a general framework for object detection and segmentation. Using a bottom-up unsupervised merging algorithm, a region-based hierarchy that represents the ...
Verónica Vilaplana, Ferran Marqués, ...
ROBOCUP
2007
Springer
153views Robotics» more  ROBOCUP 2007»
15 years 9 months ago
Model-Based Reinforcement Learning in a Complex Domain
Reinforcement learning is a paradigm under which an agent seeks to improve its policy by making learning updates based on the experiences it gathers through interaction with the en...
Shivaram Kalyanakrishnan, Peter Stone, Yaxin Liu