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IDA
2007
Springer
15 years 10 months ago
DENCLUE 2.0: Fast Clustering Based on Kernel Density Estimation
The Denclue algorithm employs a cluster model based on kernel density estimation. A cluster is defined by a local maximum of the estimated density function. Data points are assign...
Alexander Hinneburg, Hans-Henning Gabriel
120
Voted
ECML
2007
Springer
15 years 10 months ago
Transfer Learning in Reinforcement Learning Problems Through Partial Policy Recycling
In this paper we investigate the relation between transfer learning in reinforcement learning with function approximation and supervised learning with concept drift. We present a n...
Jan Ramon, Kurt Driessens, Tom Croonenborghs
123
Voted
VTS
1999
IEEE
114views Hardware» more  VTS 1999»
15 years 9 months ago
Partial Scan Using Multi-Hop State Reachability Analysis
Sequential test generators fail to yield tests for some stuck-at-faults because they are unable to reach certain states necessary for exciting propagating these target faults. Add...
Sameer Sharma, Michael S. Hsiao
ACL
1998
15 years 6 months ago
Robust Interaction through Partial Interpretation and Dialogue Management
In this paper we present results on developing robust natural language interfaces by combining shallowand partialinterpretationwith dialoguemanagement. The key issue is to reduce ...
Arne Jönsson, Lena Strömbäck
TREC
1993
15 years 6 months ago
Retrieval of Partial Documents
Management and retrieval of large volumes of text can be expensive in both space and time. Moreover, the range of document sizes in a large collection such as trec presents difficu...
Alistair Moffat, Ron Sacks-Davis, Ross Wilkinson, ...