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IDA
2005
Springer
16 years 24 days ago
Learning from Ambiguously Labeled Examples
Inducing a classification function from a set of examples in the form of labeled instances is a standard problem in supervised machine learning. In this paper, we are concerned w...
Eyke Hüllermeier, Jürgen Beringer
ILP
2004
Springer
16 years 19 days ago
First Order Random Forests with Complex Aggregates
Random forest induction is a bagging method that randomly samples the feature set at each node in a decision tree. In propositional learning, the method has been shown to work well...
Celine Vens, Anneleen Van Assche, Hendrik Blockeel...
ESA
2006
Springer
105views Algorithms» more  ESA 2006»
15 years 11 months ago
Near-Entropy Hotlink Assignments
Consider a rooted tree T of arbitrary maximum degree d representing a collection of n web pages connected via a set of links, all reachable from a source home page represented by ...
Karim Douïeb, Stefan Langerman
CDC
2008
IEEE
110views Control Systems» more  CDC 2008»
15 years 9 months ago
Topological identification in networks of dynamical systems
The paper deals with the problem of reconstructing the tree-like topological structure of a network of linear dynamical systems. A distance function is defined in order to evaluat...
Donatello Materassi, Giacomo Innocenti
SBBD
2007
148views Database» more  SBBD 2007»
15 years 8 months ago
Bulk-loading Dynamic Metric Access Methods
The main contribution of this paper is a bulk-loading algorithm for multi-way dynamic metric access methods based on the covering radius of a representative, like the Slim-tree. Th...
Thiago Galbiatti Vespa, Caetano Traina Jr., Agma J...