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ICSM
2005
IEEE
15 years 10 months ago
Towards Employing Use-Cases and Dynamic Analysis to Comprehend Mozilla
This paper presents an approach for comprehending large software systems using views that are created by subjecting the software systems to dynamic analysis under various use-case...
Maher Salah, Spiros Mancoridis, Giuliano Antoniol,...
179
Voted
ICCS
2005
Springer
15 years 10 months ago
Morphisms in Context
Abstract. Morphisms constitute a general tool for modelling complex relationships between mathematical objects in a disciplined fashion. In Formal Concept Analysis (FCA), morphisms...
Markus Krötzsch, Pascal Hitzler, Guo-Qiang Zh...
ICNC
2005
Springer
15 years 10 months ago
A Game-Theoretic Approach to Competitive Learning in Self-Organizing Maps
Abstract. Self-Organizing Maps (SOM) is a powerful tool for clustering and discovering patterns in data. Competitive learning in the SOM training process focusses on finding a neu...
Joseph P. Herbert, Jingtao Yao
ECML
2004
Springer
15 years 10 months ago
Improving Random Forests
Random forests are one of the most successful ensemble methods which exhibits performance on the level of boosting and support vector machines. The method is fast, robust to noise,...
Marko Robnik-Sikonja
132
Voted
PERVASIVE
2004
Springer
15 years 10 months ago
"Are You with Me?" - Using Accelerometers to Determine If Two Devices Are Carried by the Same Person
As the proliferation of pervasive and ubiquitous computing devices continues, users will carry more devices. Without the ability for these devices to unobtrusively interact with on...
Jonathan Lester, Blake Hannaford, Gaetano Borriell...