Extreme-value-theoretic estimation of local intrinsic dimensionality

Author:

Amsaleg Laurent,Chelly OussamaORCID,Furon Teddy,Girard Stéphane,Houle Michael E.,Kawarabayashi Ken-ichi,Nett Michael

Publisher

Springer Science and Business Media LLC

Subject

Computer Networks and Communications,Computer Science Applications,Information Systems

Reference66 articles.

1. Alves MF, de Haan L, Lin T (2003a) Estimation of the parameter controlling the speed of convergence in extreme value theory. Math Method Stat 12(2):155–176

2. Alves MIF, Gomes MI, de Haan L (2003b) A new class of semi-parametric estimators of the second order parameter. Port Math 60(2):193–214

3. Amsaleg L, Chelly O, Furon T, Girard S, Houle ME, Kawarabayashi K, Nett M (2015) Estimating local intrinsic dimensionality. In: Proceedings of the 21th ACM SIGKDD international conference on knowledge discovery and data mining. ACM, pp 29–38

4. Balkema AA, De Haan L (1974) Residual life time at great age. Ann Probab 2(5):792–804

5. Beyer K, Goldstein J, Ramakrishnan R, Shaft U (1999) When is nearest neighbor meaningful? In: International conference on database theory. Springer, Berlin, pp 217–235

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