Ata Kaban
Publications
- 2015
- Published
Improved bounds on the dot product under random projection and random sign projection
Ata Kaban, 10 Aug 2015, KDD '15 Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. New York: Association for Computing Machinery (ACM), p. 487-496 10 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
- Published
Heavy Tails with Parameter Adaptation in Random Projection based Continuous EDA
Ata Kaban, 25 May 2015, 2015 IEEE Congress on Evolutionary Computation (CEC). Institute of Electrical and Electronics Engineers (IEEE), p. 2074-2081Research 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
Second International Workshop on High Dimensional Data Mining (HDM 2014) Preface
Ata Kaban, Frank-Michael Schleif, 26 Jan 2015, 14th IEEE International Conference on Data Mining Workshops, ICDMW 2014, Proceedings. Institute of Electrical and Electronics Engineers (IEEE), p. xxxvi-xxxviiResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution
- 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
Special issue on advances in learning with label noise
Ata Kaban, 2015, In: Neurocomputing.Research output: Contribution to journal › Editorial › peer-review
- 2014
- 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
New Bounds on Compressive Linear Least Squares Regression
Ata Kaban, 2 Apr 2014, Proceedings of the Seventeenth International Conference on Artificial Intelligence and Statistics. Kaski, S. & Corander, J. (eds.). JMLR , Vol. 33. p. 448-456 (JMLR Workshop and Conference Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
- Published
Multivariate cauchy EDA optimisation
Ata Kaban, 2014, Intelligent Data Engineering and Automated Learning : IDEAL 2014 15th International Conference, Salamanca, Spain, September 10-12, 2014. Proceedings. Corchado, E., Lozano, J. A., Quintián, H. & Yin, H. (eds.). Springer, Vol. 8669 LNCS. p. 449-456 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8669 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
- 2013
- 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