Ata Kaban

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Bob DurrantSenior Lecturer, University of WaikatoE-mail confirmado em waikato.ac.nz
Mark GirolamiUniversity of CambridgeE-mail confirmado em cam.ac.uk
Jakramate BootkrajangDepartment of Computer Science, Chiang Mai UniversityE-mail confirmado em cmu.ac.th
Peter TinoProfessor of Complex and Adaptive Systems, University of Birmingham, UKE-mail confirmado em cs.bham.ac.uk
Ella BinghamHead of Research Services, Aalto UniversityE-mail confirmado em aalto.fi
Momodou L SanyangUniversity of The Gambia (UTG)E-mail confirmado em utg.edu.gm
Jianyong SunSchool of Mathematics and Statistics, Xi'an Jiaotong University, ChinaE-mail confirmado em xjtu.edu.cn
Henry W J ReeveUniversity of BristolE-mail confirmado em bristol.ac.uk
Sakinah Ali PitchayAssociate Professor of Information Security Assurance, Universiti Sains Islam MalaysiaE-mail confirmado em usim.edu.my
Frénay BenoîtFaculty of Computer Science, Université de NamurE-mail confirmado em unamur.be
Ian T. NabneyProfessor and Head of SCEEM, University of BristolE-mail confirmado em bristol.ac.uk
Xin YaoSouthern University of Science and Technology and University of Birmingham (UK)E-mail confirmado em cs.bham.ac.uk
Jonathan RoweSchool of Computer Science, University of Birmingham E-mail confirmado em cs.bham.ac.uk
Jonathan M. GaribaldiUniversity of NottinghamE-mail confirmado em cs.nott.ac.uk
Mikael ForteliusEmeritus Professor of Evolutionary Palaeontology, University of HelsinkiE-mail confirmado em helsinki.fi
Heyam Al-BaityAssociate Professor of Artificial Intelligence, King Saud UniversityE-mail confirmado em ksu.edu.sa
Qi XuPhD in Computer Science, University of ExeterE-mail confirmado em exeter.ac.uk
Frank-Michael SchleifProfessor of Computational Intelligence, UAS Würzburg-SchweinfurtE-mail confirmado em fhws.de
Yamonporn ThummanusarnSchool of Computer Science, University of BirminghamE-mail confirmado em cs.bham.ac.uk
Lorincz, AndrasEotvos Lorand UniversityE-mail confirmado em inf.elte.hu

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Ata Kaban

University of Birmingham, School of Computer Science

E-mail confirmado em cs.bham.ac.uk - Página inicial


Título Ordenar por citações Ordenar por ano Ordenar por título	Citado por Citado por	Ano
On an equivalence between PLSI and LDA M Girolami, A Kabán Proceedings of the 26th annual international ACM SIGIR conference on …, 2003	300	2003
Label-noise robust logistic regression and its applications J Bootkrajang, A Kabán Joint European conference on machine learning and knowledge discovery in …, 2012	134	2012
A comprehensive introduction to label noise. B Frénay, A Kabán ESANN, 2014	86	2014
When is ‘nearest neighbour’meaningful: A converse theorem and implications RJ Durrant, A Kabán Journal of Complexity 25 (4), 385-397, 2009	86	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	75*	2015
New bounds on compressive linear least squares regression A Kabán Artificial intelligence and statistics (AiStats), 448-456, 2014	67	2014
Toward large-scale continuous EDA: A random matrix theory perspective A Kabán, J Bootkrajang, RJ Durrant Evolutionary computation 24 (2), 255-291, 2016	66	2016
On Bayesian classification with Laplace priors A Kaban Pattern Recognition Letters 28 (10), 1271-1282, 2007	62	2007
Non-parametric detection of meaningless distances in high dimensional data A Kabán Statistics and Computing 22 (2), 375-385, 2012	61	2012
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	61	2010
Topic identification in dynamical text by complexity pursuit E Bingham, A Kabán, M Girolami Neural Processing Letters 17 (1), 69-83, 2003	61	2003
Variational learning for rectified factor analysis M Harva, A Kabán Signal Processing 87 (3), 509-527, 2007	49*	2007
Simplicial mixtures of Markov chains: Distributed modelling of dynamic user profiles M Girolami, A Kabán Advances in neural information processing systems 16, 2003	49	2003
Robust mixture clustering using Pearson type VII distribution J Sun, A Kabán, JM Garibaldi Pattern Recognition Letters 31 (16), 2447-2454, 2010	48	2010
Learning kernel logistic regression in the presence of class label noise J Bootkrajang, A Kabán Pattern Recognition 47 (11), 3641-3655, 2014	45	2014
Classification of mislabelled microarrays using robust sparse logistic regression J Bootkrajang, A Kabán Bioinformatics 29 (7), 870-877, 2013	45	2013
A dynamic probabilistic model to visualise topic evolution in text streams A Kabán, MA Girolami Journal of Intelligent Information Systems 18 (2), 107-125, 2002	43	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	39	2007
Sequential activity profiling: latent Dirichlet allocation of Markov chains M Girolami, A Kabán Data Mining and Knowledge Discovery 10 (3), 175-196, 2005	39	2005

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