Ata Kaban

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Mark GirolamiUniversity of CambridgeE-mailová adresa ověřena na: cam.ac.uk
Jakramate BootkrajangDepartment of Computer Science, Chiang Mai UniversityE-mailová adresa ověřena na: cmu.ac.th
Peter TinoProfessor of Complex and Adaptive Systems, University of Birmingham, UKE-mailová adresa ověřena na: bham.ac.uk
Somak RaychaudhuryVice-Chancellor, Ashoka University, Sonipat, Haryana, IndiaE-mailová adresa ověřena na: ashoka.edu.in
Ella BinghamHead of Research Services, Aalto UniversityE-mailová adresa ověřena na: aalto.fi
Henry W J ReeveUniversity of BristolE-mailová adresa ověřena na: bristol.ac.uk
Momodou L SanyangUniversity of The Gambia (UTG)E-mailová adresa ověřena na: utg.edu.gm
Jianyong SunSchool of Mathematics and Statistics, Xi'an Jiaotong University, ChinaE-mailová adresa ověřena na: xjtu.edu.cn
Frénay BenoîtFaculty of Computer Science, Université de NamurE-mailová adresa ověřena na: unamur.be
Sakinah Ali PitchayAssociate Professor of Information Security Assurance, Universiti Sains Islam MalaysiaE-mailová adresa ověřena na: usim.edu.my
Ian T. NabneyProfessor and Associate Dean, Faculty of Science and Engineering, University of BristolE-mailová adresa ověřena na: bristol.ac.uk
Jonathan M. GaribaldiUniversity of NottinghamE-mailová adresa ověřena na: cs.nott.ac.uk
Mikael ForteliusEmeritus Professor of Evolutionary Palaeontology, University of HelsinkiE-mailová adresa ověřena na: helsinki.fi
Heyam Al-BaityAssociate Professor of Artificial Intelligence, King Saud UniversityE-mailová adresa ověřena na: ksu.edu.sa
Yunwen LeiThe University of Hong KongE-mailová adresa ověřena na: hku.hk
Efstratios PaliasUniversity of BirminghamE-mailová adresa ověřena na: bham.ac.uk
Frank-Michael SchleifProfessor of Computational Intelligence, Technical-UAS Würzburg-SchweinfurtE-mailová adresa ověřena na: thws.de
Yamonporn ThummanusarnSchool of Computer Science, University of BirminghamE-mailová adresa ověřena na: cs.bham.ac.uk
Lorincz, AndrasEotvos Lorand UniversityE-mailová adresa ověřena na: inf.elte.hu
Bob DurrantFreelance Data Scientist

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Ata Kaban

Professor, University of Birmingham, School of Computer Science

E-mailová adresa ověřena na: bham.ac.uk - Domovská stránka

statistical machine learning learning theory knowledge discovery foundations of data science


Název Seřadit podle citací Seřadit podle roku Seřadit podle názvu	Citace Citace	Rok
On an equivalence between PLSI and LDA M Girolami, A Kabán Proceedings of the 26th annual international ACM SIGIR conference on …, 2003	344	2003
Label-noise robust logistic regression and its applications J Bootkrajang, A Kabán Joint European conference on machine learning and knowledge discovery in …, 2012	159	2012
A comprehensive introduction to label noise. B Frénay, A Kabán ESANN, 2014	141	2014
When is ‘nearest neighbour’meaningful: A converse theorem and implications RJ Durrant, A Kabán Journal of Complexity 25 (4), 385-397, 2009	105	2009
Random projections as regularizers: learning a linear discriminant from fewer observations than dimensions RJ Durrant, A Kabán Machine Learning 99 (2), 257-286, 2015	89*	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	84	2013
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	84	2001
New bounds on compressive linear least squares regression A Kabán Artificial intelligence and statistics (AiStats), 448-456, 2014	83*	2014
Topic identification in dynamical text by complexity pursuit E Bingham, A Kabán, M Girolami Neural Processing Letters 17, 69-83, 2003	83*	2003
Non-parametric detection of meaningless distances in high dimensional data A Kabán Statistics and Computing 22, 375-385, 2012	76	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	69	2010
On Bayesian classification with Laplace priors A Kaban Pattern Recognition Letters 28 (10), 1271-1282, 2007	65	2007
Learning kernel logistic regression in the presence of class label noise J Bootkrajang, A Kabán Pattern Recognition 47 (11), 3641-3655, 2014	57	2014
Variational learning for rectified factor analysis M Harva, A Kabán Signal Processing 87 (3), 509-527, 2007	56*	2007
Robust mixture clustering using Pearson type VII distribution J Sun, A Kabán, JM Garibaldi Pattern Recognition Letters 31 (16), 2447-2454, 2010	54	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	54	2003
Classification of mislabelled microarrays using robust sparse logistic regression J Bootkrajang, A Kabán Bioinformatics 29 (7), 870-877, 2013	51	2013
Improved bounds on the dot product under random projection and random sign projection A Kaban Proceedings of the 21th ACM SIGKDD international conference on knowledge …, 2015	48	2015
K-Nearest-Neighbours with a novel similarity measure for intrusion detection Z Ma, A Kaban 2013 13th UK Workshop on Computational Intelligence (UKCI), 266-271, 2013	46	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	46	2002

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