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» An Adaptive PPM Prediction Model Based on Pruning Technique
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99
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IROS
2008
IEEE
123views Robotics» more  IROS 2008»
15 years 6 months ago
Learning predictive terrain models for legged robot locomotion
— Legged robots require accurate models of their environment in order to plan and execute paths. We present a probabilistic technique based on Gaussian processes that allows terr...
Christian Plagemann, Sebastian Mischke, Sam Prenti...
104
Voted
VLDB
2005
ACM
165views Database» more  VLDB 2005»
15 years 5 months ago
Semantic Adaptation of Schema Mappings when Schemas Evolve
Schemas evolve over time to accommodate the changes in the information they represent. Such evolution causes invalidation of various artifacts depending on the schemas, such as sc...
Cong Yu, Lucian Popa
WWW
2005
ACM
16 years 1 months ago
Towards autonomic web-sites based on learning automata
Autonomics or self-reorganization becomes pertinent for websites serving a large number of users with highly varying workloads. An important component of self-adaptation is to mod...
Pradeep S, Chitra Ramachandran, Srinath Srinivasa
89
Voted
ASPDAC
2008
ACM
78views Hardware» more  ASPDAC 2008»
15 years 2 months ago
Handling partial correlations in yield prediction
In nanometer regime, IC designs have to consider the impact of process variations, which is often indicated by manufacturing/parametric yield. This paper investigates a yield model...
Sridhar Varadan, Janet Meiling Wang, Jiang Hu
ICANN
2005
Springer
15 years 6 months ago
A Neural Network Model for Inter-problem Adaptive Online Time Allocation
One aim of Meta-learning techniques is to minimize the time needed for problem solving, and the effort of parameter hand-tuning, by automating algorithm selection. The predictive m...
Matteo Gagliolo, Jürgen Schmidhuber