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COLT
2000
Springer
13 years 11 months ago
The Role of Critical Sets in Vapnik-Chervonenkis Theory
In the present paper, we present the theoretical basis, as well as an empirical validation, of a protocol designed to obtain effective VC dimension estimations in the case of a si...
Nicolas Vayatis
IJCAI
1997
13 years 8 months ago
On the Role of Hierarchy for Neural Network Interpretation
In this paper, we concentrate on the expressive power of hierarchical structures in neural networks. Recently, the so-called SplitNet model was introduced. It develops a dynamic n...
Jürgen Rahmel, Christian Blum, Peter Hahn
ECOOP
2000
Springer
13 years 11 months ago
On Inner Classes
Inner classes in object-oriented languages play a role similar to nested function definitions in functional languages, allowing an object to export other objects with direct acces...
Atsushi Igarashi, Benjamin C. Pierce
IJISMD
2010
164views more  IJISMD 2010»
13 years 4 months ago
Management of Correctness Problems in UML Class Diagrams Towards a Pattern-Based Approach
UML is now widely accepted as the standard modeling language for software construction. The Class Diagram is its core view, having well formed semantics and providing the backbone...
Mira Balaban, Azzam Maraee, Arnon Sturm
DIS
2006
Springer
13 years 11 months ago
On Class Visualisation for High Dimensional Data: Exploring Scientific Data Sets
Parametric Embedding (PE) has recently been proposed as a general-purpose algorithm for class visualisation. It takes class posteriors produced by a mixture-based clustering algori...
Ata Kabán, Jianyong Sun, Somak Raychaudhury...