Ata Kaban

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Bob DurrantFreelance Data ScientistVerified 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
Frénay BenoîtFaculty of Computer Science, Université de NamurVerified email at unamur.be
Sakinah Ali PitchayAssociate Professor of Information Security Assurance, Universiti Sains Islam MalaysiaVerified email at usim.edu.my
Ian T. NabneyProfessor and Head of SCEEM, University of BristolVerified email at bristol.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
Frank-Michael SchleifProfessor of Computational Intelligence, Technical-UAS Würzburg-SchweinfurtVerified email at thws.de
Yamonporn ThummanusarnSchool of Computer Science, University of BirminghamVerified email at cs.bham.ac.uk
Yunwen LeiThe University of Hong KongVerified email at hku.hk
Efstratios PaliasUniversity of BirminghamVerified email at bham.ac.uk
Lorincz, AndrasEotvos Lorand UniversityVerified email at inf.elte.hu

Ata Kaban

University of Birmingham, School of Computer Science

Verified email at bham.ac.uk - Homepage


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On an equivalence between PLSI and LDA M Girolami, A Kabán Proceedings of the 26th annual international ACM SIGIR conference on …, 2003	322	2003
Label-noise robust logistic regression and its applications J Bootkrajang, A Kabán Joint European conference on machine learning and knowledge discovery in …, 2012	145	2012
A comprehensive introduction to label noise. B Frénay, A Kabán ESANN, 2014	117	2014
When is ‘nearest neighbour’meaningful: A converse theorem and implications RJ Durrant, A Kabán Journal of Complexity 25 (4), 385-397, 2009	94	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	83	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	81*	2015
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	76	2013
New bounds on compressive linear least squares regression A Kabán Artificial intelligence and statistics (AiStats), 448-456, 2014	71	2014
Non-parametric detection of meaningless distances in high dimensional data A Kabán Statistics and Computing 22, 375-385, 2012	65	2012
Topic identification in dynamical text by complexity pursuit E Bingham, A Kabán, M Girolami Neural Processing Letters 17, 69-83, 2003	64	2003
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
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	54	2014
Robust mixture clustering using Pearson type VII distribution J Sun, A Kabán, JM Garibaldi Pattern Recognition Letters 31 (16), 2447-2454, 2010	53	2010
Simplicial mixtures of Markov chains: Distributed modelling of dynamic user profiles M Girolami, A Kabán Advances in neural information processing systems (NIPS) 16, 2003	52	2003
Variational learning for rectified factor analysis M Harva, A Kabán Signal Processing 87 (3), 509-527, 2007	51*	2007
Classification of mislabelled microarrays using robust sparse logistic regression J Bootkrajang, A Kabán Bioinformatics 29 (7), 870-877, 2013	48	2013
A dynamic probabilistic model to visualise topic evolution in text streams A Kabán, MA Girolami Journal of Intelligent Information Systems 18, 107-125, 2002	45	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	43	2007
Sequential activity profiling: latent Dirichlet allocation of Markov chains M Girolami, A Kabán Data Mining and Knowledge Discovery 10, 175-196, 2005	42	2005

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