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ISNN
2004
Springer
15 years 10 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
16 years 5 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
15 years 10 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»
15 years 10 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»
15 years 10 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