Ata Kaban

Cited by

	All	Since 2018
Citations	2460	972
h-index	28	18
i10-index	55	23

220

110

165

200120022003200420052006200720082009201020112012201320142015201620172018201920202021202220238 16 32 39 30 88 68 76 84 78 91 110 114 144 144 155 180 164 188 204 198 165 52

Public access

View all

15 articles

1 article

available

not available

Based on funding mandates

Co-authors

Bob DurrantSenior Lecturer, University of WaikatoVerified email at waikato.ac.nz
Mark GirolamiUniversity of CambridgeVerified email at cam.ac.uk
Jakramate BootkrajangDepartment of Computer Science, Chiang Mai UniversityVerified email at cmu.ac.th
Peter TinoProfessor of Complex and Adaptive Systems, University of Birmingham, UKVerified email at cs.bham.ac.uk
Somak RaychaudhuryVice-Chancellor, Ashoka University, Sonipat, Haryana, IndiaVerified email at ashoka.edu.in
Ella BinghamHead of Research Services, Aalto UniversityVerified email at aalto.fi
Momodou L SanyangUniversity of The Gambia (UTG)Verified email at utg.edu.gm
Jianyong SunSchool of Mathematics and Statistics, Xi'an Jiaotong University, ChinaVerified email at xjtu.edu.cn
Henry W J ReeveUniversity of BristolVerified email at bristol.ac.uk
Sakinah Ali PitchayAssociate Professor of Information Security Assurance, Universiti Sains Islam MalaysiaVerified email at usim.edu.my
Frénay BenoîtFaculty of Computer Science, Université de NamurVerified email at unamur.be
Ian T. NabneyProfessor and Head of SCEEM, University of BristolVerified email at bristol.ac.uk
Xin YaoSouthern University of Science and Technology and University of Birmingham (UK)Verified email at cs.bham.ac.uk
Jonathan RoweSchool of Computer Science, University of Birmingham Verified email at cs.bham.ac.uk
Jonathan M. GaribaldiUniversity of NottinghamVerified email at cs.nott.ac.uk
Mikael ForteliusEmeritus Professor of Evolutionary Palaeontology, University of HelsinkiVerified email at helsinki.fi
Heyam Al-BaityAssociate Professor of Artificial Intelligence, King Saud UniversityVerified email at ksu.edu.sa
Qi XuPhD in Computer Science, University of ExeterVerified email at exeter.ac.uk
Frank-Michael SchleifProfessor of Computational Intelligence, Technical-UAS Würzburg-SchweinfurtVerified email at fhws.de
Yamonporn ThummanusarnSchool of Computer Science, University of BirminghamVerified email at cs.bham.ac.uk

Ata Kaban

University of Birmingham, School of Computer Science

Verified email at bham.ac.uk - Homepage


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
On an equivalence between PLSI and LDA M Girolami, A Kabán Proceedings of the 26th annual international ACM SIGIR conference on …, 2003	310	2003
Label-noise robust logistic regression and its applications J Bootkrajang, A Kabán Machine Learning and Knowledge Discovery in Databases: European Conference …, 2012	141	2012
A comprehensive introduction to label noise. B Frénay, A Kabán ESANN, 2014	107	2014
When is ‘nearest neighbour’meaningful: A converse theorem and implications RJ Durrant, A Kabán Journal of Complexity 25 (4), 385-397, 2009	88	2009
A combined latent class and trait model for the analysis and visualization of discrete data A Kaban, M Girolami IEEE transactions on pattern analysis and machine intelligence 23 (8), 859-872, 2001	81	2001
Random projections as regularizers: learning a linear discriminant from fewer observations than dimensions RJ Durrant, A Kabán Machine Learning 99 (2), 257-286, 2015	80*	2015
New bounds on compressive linear least squares regression A Kabán Artificial intelligence and statistics (AiStats), 448-456, 2014	70	2014
Towards large scale continuous EDA: a random matrix theory perspective A Kabán, J Bootkrajang, RJ Durrant Proceedings of the 15th annual conference on Genetic and evolutionary …, 2013	70	2013
Compressed Fisher linear discriminant analysis: Classification of randomly projected data RJ Durrant, A Kabán Proceedings of the 16th ACM SIGKDD international conference on Knowledge …, 2010	63	2010
Topic identification in dynamical text by complexity pursuit E Bingham, A Kabán, M Girolami Neural Processing Letters 17, 69-83, 2003	63	2003
Non-parametric detection of meaningless distances in high dimensional data A Kabán Statistics and Computing 22, 375-385, 2012	62	2012
On Bayesian classification with Laplace priors A Kaban Pattern Recognition Letters 28 (10), 1271-1282, 2007	62	2007
Learning kernel logistic regression in the presence of class label noise J Bootkrajang, A Kabán Pattern Recognition 47 (11), 3641-3655, 2014	52	2014
Variational learning for rectified factor analysis M Harva, A Kabán Signal Processing 87 (3), 509-527, 2007	51*	2007
Simplicial mixtures of Markov chains: Distributed modelling of dynamic user profiles M Girolami, A Kabán Advances in neural information processing systems 16, 2003	51	2003
Classification of mislabelled microarrays using robust sparse logistic regression J Bootkrajang, A Kabán Bioinformatics 29 (7), 870-877, 2013	47	2013
Robust mixture clustering using Pearson type VII distribution J Sun, A Kabán, JM Garibaldi Pattern Recognition Letters 31 (16), 2447-2454, 2010	47	2010
A dynamic probabilistic model to visualise topic evolution in text streams A Kabán, MA Girolami Journal of Intelligent Information Systems 18, 107-125, 2002	44	2002
Young stellar populations in early-type galaxies in the Sloan Digital Sky Survey LA Nolan, S Raychaudhury, A Kabán Monthly Notices of the Royal Astronomical Society 375 (1), 381-387, 2007	42	2007
Sequential activity profiling: latent Dirichlet allocation of Markov chains M Girolami, A Kabán Data Mining and Knowledge Discovery 10, 175-196, 2005	41	2005

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors