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» Quantum clustering algorithms

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ICML
2005
IEEE

135views Machine Learning» more ICML 2005»

Supervised clustering with support vector machines

15 years 10 months ago

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Supervised clustering is the problem of training a clustering algorithm to produce desirable clusterings: given sets of items and complete clusterings over these sets, we learn ho...

Thomas Finley, Thorsten Joachims

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102

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CORR
2010
Springer

102views Education» more CORR 2010»

Superior Exploration-Exploitation Balance with Quantum-Inspired Hadamard Walks

14 years 4 months ago

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This paper extends the analogies employed in the development of quantum-inspired evolutionary algorithms by proposing quantum-inspired Hadamard walks, called QHW. A novel quantum-...

Sisir Koppaka, Ashish Ranjan Hota

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IJON
2006

60views more IJON 2006»

Spatiotemporal clustering of synchronized bursting events in neuronal networks

14 years 9 months ago

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in vitro neuronal networks display Synchronized Bursting Events (SBEs), with characteristic temporal width of 100-500 ms and frequency of once every few seconds. We analyze such d...

Uri Barkan, David Horn

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COCO
2007
Springer

90views Algorithms» more COCO 2007»

Quantum versus Classical Proofs and Advice

15 years 3 months ago