Oussama Chelly

According to our database, Oussama Chelly authored at least 6 papers between 2015 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2022

Intrinsic Dimensionality Estimation within Tight Localities: A Theoretical and Experimental Analysis.

Laurent Amsaleg, Oussama Chelly, Michael E. Houle, Ken-ichi Kawarabayashi, Milos Radovanovic, Weeris Treeratanajaru

CoRR, 2022

2019

Intrinsic Dimensionality Estimation within Tight Localities.

Laurent Amsaleg, Oussama Chelly, Michael E. Houle, Ken-ichi Kawarabayashi, Milos Radovanovic, Weeris Treeratanajaru

Proceedings of the 2019 SIAM International Conference on Data Mining, 2019

2018

Extreme-value-theoretic estimation of local intrinsic dimensionality.

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

Data Min. Knowl. Discov., 2018

2017

Intrinsic Dimensionality: from Estimation to Applications.

Oussama Chelly

PhD thesis, 2017

2016

Measuring dependency via intrinsic dimensionality.

Simone Romano, Oussama Chelly, Vinh Nguyen, James Bailey, Michael E. Houle

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

2015

Estimating Local Intrinsic Dimensionality.

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

Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015