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pro vyhledávání: '"Chelly, Oussama"'
Intrinsic Dimensionality Estimation within Tight Localities: A Theoretical and Experimental Analysis
Autor:
Amsaleg, Laurent, Chelly, Oussama, Houle, Michael E., Kawarabayashi, Ken-ichi, Radovanović, Miloš, Treeratanajaru, Weeris
Accurate estimation of Intrinsic Dimensionality (ID) is of crucial importance in many data mining and machine learning tasks, including dimensionality reduction, outlier detection, similarity search and subspace clustering. However, since their conve
Externí odkaz:
http://arxiv.org/abs/2209.14475
Publikováno v:
NIIテクニカル・レポート. :1-12
"Estimating Intrinsic Dimensionality (ID) is of high interest in many machine learning tasks, including dimensionality reduction, outlier detection, similarity search and subspace clustering. Our proposed estimation strategy, ALID, makes use of a sub
Akademický článek
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Publikováno v:
NIIテクニカル・レポート.
Measuring the amount of dependency among multiple variables is an important task in pattern recognition. In the last few years, many new dependency measures have been developed for the exploration of functional relationships. In this paper, we develo
Autor:
Chelly, Oussama1 chelly@nii.ac.jp, Houle, Michael E.1 meh@nii.ac.jp, Ken-ichi Kawarabayashi1 k_keniti@nii.ac.jp
Publikováno v:
NII Technical Reports. Aug2016, p1-12. 13p.
Autor:
Romano, Simone1,2 simone.romano@unimelb.edu.au, Chelly, Oussama1 fchelly@nii.ac.jp, Nguyen, Vinh2 vinh.nguyen@unimelb.edu.au, Bailey, James2 bailey@unimelb.edu.au, Houle, Michael E.2 meh@nii.ac.jp
Publikováno v:
NII Technical Reports. Jun2016, p1-9. 9p.
Autor:
Amsaleg, Laurent1 laurent.amsaleg@irisa.fr, Chelly, Oussama2 chelly@nii.ac.jp, Furon, Teddy3 teddy.furon@inria.fr, Girard, Stéphane4 stephane.girard@inria.fr, Houle, Michael E.2 meh@nii.ac.jp, Nett, Michael5 mnett@google.com
Publikováno v:
NII Technical Reports. Mar2014, p1-13. 13p.