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109
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ICALT
2006
IEEE
15 years 8 months ago
Tuning IMS LD for Implementing a Collaborative Lifelong Learning Scenario
This paper describes an approach for modeling and implementing a collaborative learning situation, which is part of a real lifelong learning scenario in astronomy. We adopt and sl...
Davinia Hernández Leo, Eloy D. Villasclaras...
113
Voted
UAI
2008
15 years 4 months ago
Learning Hidden Markov Models for Regression using Path Aggregation
We consider the task of learning mappings from sequential data to real-valued responses. We present and evaluate an approach to learning a type of hidden Markov model (HMM) for re...
Keith Noto, Mark Craven
153
Voted
SAB
2010
Springer
189views Optimization» more  SAB 2010»
15 years 13 days ago
TeXDYNA: Hierarchical Reinforcement Learning in Factored MDPs
Reinforcement learning is one of the main adaptive mechanisms that is both well documented in animal behaviour and giving rise to computational studies in animats and robots. In th...
Olga Kozlova, Olivier Sigaud, Christophe Meyer
128
Voted
LSO
2004
Springer
15 years 8 months ago
Tool Support for Inter-team Learning in Agile Software Organizations
The need for organizational learning support is common among all software development companies but is not addressed by agile software methods practitioners. The typical Experience...
Thomas Chau, Frank Maurer
GCB
2003
Springer
164views Biometrics» more  GCB 2003»
15 years 7 months ago
Integrative machine learning approach for multi-class SCOP protein fold classification
: Classification and prediction of protein structure has been a central research theme in structural bioinformatics. Due to the imbalanced distribution of proteins over multi SCOP ...
Aik Choon Tan, David Gilbert, Yves Deville