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ISNN
2004
Springer
14 years 2 months ago
Unsupervised Learning for Hierarchical Clustering Using Statistical Information
This paper proposes a novel hierarchical clustering method that can classify given data without specified knowledge of the number of classes. In this method, at each node of a hie...
Masaru Okamoto, Nan Bu, Toshio Tsuji
ICML
2004
IEEE
14 years 9 months ago
Dynamic abstraction in reinforcement learning via clustering
Abstraction in Reinforcement Learning via Clustering Shie Mannor shie@mit.edu Laboratory for Information and Decision Systems, Massachusetts Institute of Technology, Cambridge, MA ...
Shie Mannor, Ishai Menache, Amit Hoze, Uri Klein
ARCS
2004
Springer
14 years 2 months ago
The SDVM: A Self Distributing Virtual Machine for Computer Clusters
Computer systems of the future will consist more and more of autonomous and cooperative system parts and behave self-organizing. Self-organizing is mainly characterized by adaptive...
Jan Haase, Frank Eschmann, Bernd Klauer, Klaus Wal...
ISAAC
2004
Springer
121views Algorithms» more  ISAAC 2004»
14 years 2 months ago
Approximate Distance Oracles for Graphs with Dense Clusters
Let G be a graph containing N disjoint t-spanners that are inter-connected with M edges. We present an algorithm that constructs a data structure of size O(M2 + n log n) that answ...
Mattias Andersson, Joachim Gudmundsson, Christos L...
ISMIR
2004
Springer
112views Music» more  ISMIR 2004»
14 years 2 months ago
Perceptual Segment Clustering For Music Description And Time-axis Redundancy Cancellation
Repeating sounds and patterns are widely exploited throughout music. However, although analysis and music information retrieval applications are often concerned with processing sp...
Tristan Jehan