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GECCO
2007
Springer
326views Optimization» more  GECCO 2007»
15 years 10 months ago
Binary differential evolution for the unit commitment problem
The Unit Commitment Problem (UCP) is the task of finding an optimal turn on and turn off schedule for a group of power generation units over a given time horizon to minimize ope...
Ali Keles
ICALP
2007
Springer
15 years 10 months ago
On Commutativity Based Edge Lean Search
Exploring a graph through search is one of the most basic building blocks of various applications. In a setting with a huge state space, such as in testing and verification, optim...
Dragan Bosnacki, Edith Elkind, Blaise Genest, Doro...
ICANN
2007
Springer
15 years 10 months ago
Generalized Softmax Networks for Non-linear Component Extraction
Abstract. We develop a probabilistic interpretation of non-linear component extraction in neural networks that activate their hidden units according to a softmaxlike mechanism. On ...
Jörg Lücke, Maneesh Sahani
LTCONF
2007
Springer
15 years 10 months ago
Leveraging Parallel Corpora and Existing Wordnets for Automatic Construction of the Slovene Wordnet
The paper reports on a series of experiments conducted in order to test the feasibility of automatically generating synsets for Slovene wordnet. The resources used were the multil...
Darja Fiser
PKDD
2007
Springer
76views Data Mining» more  PKDD 2007»
15 years 10 months ago
Experiment Databases: Towards an Improved Experimental Methodology in Machine Learning
Machine learning research often has a large experimental component. While the experimental methodology employed in machine learning has improved much over the years, repeatability ...
Hendrik Blockeel, Joaquin Vanschoren