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IPC
2007
IEEE
16 years 1 months ago
Mining User Models for Effective Adaptation of Context-Aware Applications
Current context-aware adaptation techniques are limited in their support for user personalisation. Complex codebases, a reliance on developer modification and an inability to auto...
Shiu Lun Tsang, Siobhán Clarke
SEMCO
2007
IEEE
16 years 1 months ago
Modeling Discriminative Global Inference
Many recent advances in complex domains such as Natural Language Processing (NLP) have taken a discriminative approach in conjunction with the global application of structural and...
Nicholas Rizzolo, Dan Roth
ECMDAFA
2007
Springer
100views Hardware» more  ECMDAFA 2007»
16 years 1 months ago
Reverse Engineering Models from Traces to Validate Distributed Systems - An Industrial Case Study
The paper targets the applicability of model-driven methodologies to the validation of complex systems and presents a case study of a mobile radio network. Validation relies on the...
Andreas Ulrich, Alexandre Petrenko
EDUTAINMENT
2007
Springer
16 years 1 months ago
UML in Action: Integrating Formal Methods in Industrial Design Education
When designing product behavior, the designer often needs to communicate to experts in computer software and protocols. In present-day software engineering, formal specification m...
Jun Hu, Philip Ross, Loe M. G. Feijs, Yuechen Qian
ICANN
2007
Springer
16 years 1 months ago
Solving Deep Memory POMDPs with Recurrent Policy Gradients
Abstract. This paper presents Recurrent Policy Gradients, a modelfree reinforcement learning (RL) method creating limited-memory stochastic policies for partially observable Markov...
Daan Wierstra, Alexander Förster, Jan Peters,...