Ata Kaban

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	All	Since 2016
Citations	2041	907
h-index	26	17
i10-index	45	22

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Mark GirolamiUniversity of CambridgeVerified email at cam.ac.uk
Bob DurrantSenior Lecturer, University of WaikatoVerified email at waikato.ac.nz
Jakramate BootkrajangDepartment of Computer Science, Chiang Mai UniversityVerified email at cmu.ac.th
Somak RaychaudhuryDirector, Inter-University Centre for Astronomy & Astrophysics, Pune; also Presidency UniversityVerified email at iucaa.in
Ella BinghamHead of Research Services, Aalto UniversityVerified email at aalto.fi
Peter TinoProfessor of Complex and Adaptive Systems, University of Birmingham, UKVerified email at cs.bham.ac.uk
Jianyong SunSchool of Mathematics and Statistics, Xi'an Jiaotong University, ChinaVerified email at xjtu.edu.cn
Momodou L SanyangUniversity of The Gambia (UTG)Verified email at utg.edu.gm
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
Henry W J ReeveUniversity of BirminghamVerified email at bham.ac.uk
Jonathan M. GaribaldiUniversity of NottinghamVerified email at cs.nott.ac.uk
Mikael ForteliusProfessor 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
Ian T. NabneyProfessor and Head of SCEEM, University of BristolVerified email at bristol.ac.uk
Qi XuPhD in Computer Science, University of ExeterVerified email at exeter.ac.uk
Frank-Michael SchleifProfessor of Computational Intelligence, UAS Würzburg-SchweinfurtVerified email at fhws.de
Xin YaoSouthern University of Science and Technology (SUSTech) and University of BirminghamVerified email at cs.bham.ac.uk
Jonathan RoweSchool of Computer Science, University of Birmingham Verified email at cs.bham.ac.uk
Lorincz, AndrasEotvos Lorand UniversityVerified email at inf.elte.hu

Ata Kaban

University of Birmingham, School of Computer Science

Verified email at cs.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	278	2003
Label-noise robust logistic regression and its applications J Bootkrajang, A Kabán Joint European conference on machine learning and knowledge discovery in …, 2012	116	2012
A combined latent class and trait model for the analysis and visualization of discrete data A Kabán, M Girolami IEEE transactions on pattern analysis and machine intelligence 23 (8), 859-872, 2001	80	2001
When is ‘nearest neighbour’meaningful: A converse theorem and implications RJ Durrant, A Kabán Journal of Complexity 25 (4), 385-397, 2009	79	2009
Topic identification in dynamical text by complexity pursuit E Bingham, A Kabán, M Girolami Neural Processing Letters 17 (1), 69-83, 2003	62	2003
A Comprehensive Introduction to Label Noise: Proceedings of the 2014 European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2014) B Frénay, A Kaban Proceedings of the 2014 European Symposium on Artificial Neural Networks …, 2014	60*	2014
New bounds on compressive linear least squares regression A Kabán Artificial intelligence and statistics, 448-456, 2014	57	2014
Toward large-scale continuous EDA: A random matrix theory perspective A Kabán, J Bootkrajang, RJ Durrant Evolutionary computation 24 (2), 255-291, 2016	56	2016
Random projections as regularizers: learning a linear discriminant from fewer observations than dimensions RJ Durrant, A Kabán Machine Learning 99 (2), 257-286, 2015	54*	2015
Non-parametric detection of meaningless distances in high dimensional data A Kabán Statistics and Computing 22 (2), 375-385, 2012	53	2012
On Bayesian classification with Laplace priors A Kaban Pattern Recognition Letters 28 (10), 1271-1282, 2007	52	2007
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	50	2010
Simplicial mixtures of Markov chains: Distributed modelling of dynamic user profiles M Girolami, A Kabán Advances in neural information processing systems 16, 9-16, 2003	49	2003
Variational learning for rectified factor analysis M Harva, A Kabán Signal Processing 87 (3), 509-527, 2007	46*	2007
Robust mixture clustering using Pearson type VII distribution J Sun, A Kabán, JM Garibaldi Pattern Recognition Letters 31 (16), 2447-2454, 2010	42*	2010
A dynamic probabilistic model to visualise topic evolution in text streams A Kabán, MA Girolami Journal of Intelligent Information Systems 18 (2-3), 107-125, 2002	42	2002
Classification of mislabelled microarrays using robust sparse logistic regression J Bootkrajang, A Kabán Bioinformatics 29 (7), 870-877, 2013	40	2013
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	37	2007
Sequential activity profiling: latent Dirichlet allocation of Markov chains M Girolami, A Kabán Data Mining and Knowledge Discovery 10 (3), 175-196, 2005	36	2005
Learning kernel logistic regression in the presence of class label noise J Bootkrajang, A Kabán Pattern Recognition 47 (11), 3641-3655, 2014	35	2014

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