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» On the Complexity of uSPR Distance
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ICML
2007
IEEE
14 years 8 months ago
Learning to combine distances for complex representations
The k-Nearest Neighbors algorithm can be easily adapted to classify complex objects (e.g. sets, graphs) as long as a proper dissimilarity function is given over an input space. Bo...
Adam Woznica, Alexandros Kalousis, Melanie Hilario
CIAC
2006
Springer
110views Algorithms» more  CIAC 2006»
13 years 11 months ago
Distance Approximating Trees: Complexity and Algorithms
Let 1 and 0 be real numbers. A tree T = (V, E ) is a distance (, )
Feodor F. Dragan, Chenyu Yan
CORR
2010
Springer
117views Education» more  CORR 2010»
13 years 4 months ago
An Optimal Lower Bound on the Communication Complexity of Gap-Hamming-Distance
We prove an optimal (n) lower bound on the randomized communication complexity of the much-studied GAP-HAMMING-DISTANCE problem. As a consequence, we obtain essentially optimal mu...
Amit Chakrabarti, Oded Regev
CORR
2010
Springer
124views Education» more  CORR 2010»
13 years 7 months ago
Polylogarithmic Approximation for Edit Distance and the Asymmetric Query Complexity
Alexandr Andoni, Robert Krauthgamer, Krzysztof Ona...
HEURISTICS
2007
103views more  HEURISTICS 2007»
13 years 7 months ago
Distance measures based on the edit distance for permutation-type representations
In this paper, we develop and discuss several distance measures for permutation type representations of solutions of combinatorial optimisation problems. The problems discussed in...
Kenneth Sörensen