1746 search results - page 111 / 350 » Hierarchical Unsupervised Learning |
108
Voted
ATAL
2010
Springer
15 years 3 months ago
2010
Springer
This paper introduces an approach to automatic basis function construction for Hierarchical Reinforcement Learning (HRL) tasks. We describe some considerations that arise when con...
137
Voted
ACL
2012
13 years 5 months ago
2012
We describe the use of a hierarchical topic model for automatically identifying syntactic and lexical patterns that explicitly state ontological relations. We leverage distant sup...
152
Voted
ASIAMS
2008
IEEE
15 years 9 months ago
2008
IEEE
Our previous research illustrated the design of fuzzy logic based online risk assessment for Distributed Intrusion Prediction and Prevention Systems (DIPPS) [3]. Based on the DIPP...
118
Voted
ISNN
2007
Springer
15 years 9 months ago
2007
Springer
This paper proposes novel hierarchical self-organizing associative memory architecture for machine learning. This memory architecture is characterized with sparse and local interco...
153
Voted
ICASSP
2010
IEEE
15 years 3 months ago
2010
IEEE
Sparse representation theory has been increasingly used in the fields of signal processing and machine learning. The standard sparse models are not invariant to spatial transform...