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COMPGEOM
2006
ACM
16 years 4 days ago
How slow is the k-means method?
The k-means method is an old but popular clustering algorithm known for its observed speed and its simplicity. Until recently, however, no meaningful theoretical bounds were known...
David Arthur, Sergei Vassilvitskii
ISCAS
2005
IEEE
127views Hardware» more  ISCAS 2005»
15 years 11 months ago
A novel property of the second-order modes of discrete-time systems under variable transformation
Abstract— This paper derives a novel property of the secondorder modes of discrete-time systems under variable transformation. This is the generalization of the theory presented ...
Shunsuke Koshita, Masahide Abe, Masayuki Kawamata
ICANN
2005
Springer
15 years 11 months ago
A Gradient Rule for the Plasticity of a Neuron's Intrinsic Excitability
While synaptic learning mechanisms have always been a core topic of neural computation research, there has been relatively little work on intrinsic learning processes, which change...
Jochen Triesch
HOLOMAS
2005
Springer
15 years 11 months ago
An Information-Based Agent
Information-based agency is founded on two observations: everything in an agent’s world model is uncertain, and everything that an agent communicates gives away valuable informa...
John K. Debenham
FATES
2004
Springer
15 years 11 months ago
A Test Generation Framework for quiescent Real-Time Systems
We present an extension of Tretmans’ theory and algorithm for test generation for input-output transition systems to real-time systems. Our treatment is based on an operational i...
Laura Brandán Briones, Ed Brinksma