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SIGSOFT
2010
ACM
15 years 5 months ago
Why do we need personality diversity in software engineering?
Diversity of skills is good for society, it is also good in problem solving because different people see a problem from several perspectives, so diversity should be good for softw...
Luiz Fernando Capretz, Faheem Ahmed
JMLR
2010
106views more  JMLR 2010»
15 years 1 months ago
Why Does Unsupervised Pre-training Help Deep Learning?
Much recent research has been devoted to learning algorithms for deep architectures such as Deep Belief Networks and stacks of auto-encoder variants, with impressive results obtai...
Dumitru Erhan, Yoshua Bengio, Aaron C. Courville, ...
185
Voted
AAAI
2011
14 years 6 months ago
A Switching Planner for Combined Task and Observation Planning
From an automated planning perspective the problem of practical mobile robot control in realistic environments poses many important and contrary challenges. On the one hand, the p...
Moritz Göbelbecker, Charles Gretton, Richard ...
ICML
2009
IEEE
16 years 1 months ago
Rule learning with monotonicity constraints
In classification with monotonicity constraints, it is assumed that the class label should increase with increasing values on the attributes. In this paper we aim at formalizing ...
Wojciech Kotlowski, Roman Slowinski
348
Voted
SEMCO
2009
IEEE
16 years 1 months ago
Word Sense Disambiguation Based on Wikipedia Link Structure
In this paper an approach based on Wikipedia link structure for sense disambiguation is presented and evaluated. Wikipedia is used as a reference to obtain lexicographic relations...
Angela Fogarolli