Ata Kaban
Publications
- Published
Quantum behaved particle swarm optimization for data clustering with multiple objectives
Ata Kaban, 12 Jan 2015, 6th International Conference on Soft Computing and Pattern Recognition, SoCPaR 2014. Institute of Electrical and Electronics Engineers (IEEE), p. 215-220 6 p. 7008008Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
- Published
The aspect Bernoulli model: multiple causes of presences and absences
Ata Kaban, 1 Feb 2009, In: Pattern Analysis and Applications. 12, 1, p. 55-78 24 p.Research output: Contribution to journal › Article
- Published
Learning kernel logistic regression in the presence of class label noise
Ata Kaban, 1 Nov 2014, In: Pattern Recognition. 47, 11, p. 3641-3655 15 p.Research output: Contribution to journal › Article › peer-review
- Published
Multi-class Classification in the Presence of Labelling Errors
Ata Kaban, 27 Apr 2011, p. 345-350. 6 p.Research output: Contribution to conference (unpublished) › Paper
- Published
Classification of mislabelled microarrays using robust sparse logistic regression
Ata Kaban, 1 Apr 2013, In: Bioinformatics. 29, 7, p. 870-877Research output: Contribution to journal › Article › peer-review
- Published
An adaptive novelty detection approach to low level analysis of images corrupted by mixed noise
Ata Kaban, 1 Jan 2003, p. 570-577. 8 p.Research output: Contribution to conference (unpublished) › Paper
- Published
Compressed Fisher Linear Discriminant Analysis: Classification of Randomly Projected Data
Bob Durrant & Ata Kaban, 28 Jul 2010, p. 1119-1128. 10 p.Research output: Contribution to conference (unpublished) › Paper
- Published
A Bound on the Performance of LDA in Randomly Projected Data Spaces
Bob Durrant & Ata Kaban, 26 Aug 2010, 2010 20th International Conference on Pattern Recognition (ICPR). Institute of Electrical and Electronics Engineers (IEEE), p. 4044-4047 4 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
- Published
Random projections as regularizers: learning a linear discriminant from fewer observations than dimensions
Bob Durrant & Ata Kaban, 1 May 2015, In: Machine Learning. 99, 2, p. 257-286 30 p.Research output: Contribution to journal › Article › peer-review
- Published
When is 'nearest neighbour' meaningful: A converse theorem and implications
Bob Durrant & Ata Kaban, 1 Aug 2009, In: Journal of Complexity. 25, 4, p. 385-397 13 p.Research output: Contribution to journal › Article