Ata Kaban

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Mark GirolamiUniversity of CambridgeEmail yang diverifikasi di cam.ac.uk
Jakramate BootkrajangDepartment of Computer Science, Chiang Mai UniversityEmail yang diverifikasi di cmu.ac.th
Peter TinoProfessor of Complex and Adaptive Systems, University of Birmingham, UKEmail yang diverifikasi di bham.ac.uk
Somak RaychaudhuryVice-Chancellor, Ashoka University, Sonipat, Haryana, IndiaEmail yang diverifikasi di ashoka.edu.in
Ella BinghamHead of Research Services, Aalto UniversityEmail yang diverifikasi di aalto.fi
Henry W J ReeveUniversity of BristolEmail yang diverifikasi di bristol.ac.uk
Momodou L SanyangUniversity of The Gambia (UTG)Email yang diverifikasi di utg.edu.gm
Jianyong SunSchool of Mathematics and Statistics, Xi'an Jiaotong University, ChinaEmail yang diverifikasi di xjtu.edu.cn
Frénay BenoîtFaculty of Computer Science, Université de NamurEmail yang diverifikasi di unamur.be
Sakinah Ali PitchayAssociate Professor of Information Security Assurance, Universiti Sains Islam MalaysiaEmail yang diverifikasi di usim.edu.my
Ian T. NabneyProfessor and Associate Dean, Faculty of Science and Engineering, University of BristolEmail yang diverifikasi di bristol.ac.uk
Jonathan M. GaribaldiUniversity of NottinghamEmail yang diverifikasi di cs.nott.ac.uk
Mikael ForteliusEmeritus Professor of Evolutionary Palaeontology, University of HelsinkiEmail yang diverifikasi di helsinki.fi
Heyam Al-BaityAssociate Professor of Artificial Intelligence, King Saud UniversityEmail yang diverifikasi di ksu.edu.sa
Efstratios PaliasUniversity of BirminghamEmail yang diverifikasi di bham.ac.uk
Frank-Michael SchleifProfessor of Computational Intelligence, Technical-UAS Würzburg-SchweinfurtEmail yang diverifikasi di thws.de
Yunwen LeiThe University of Hong KongEmail yang diverifikasi di hku.hk
Yamonporn ThummanusarnSchool of Computer Science, University of BirminghamEmail yang diverifikasi di cs.bham.ac.uk
Lorincz, AndrasEotvos Lorand UniversityEmail yang diverifikasi di inf.elte.hu
Bob DurrantFreelance Data Scientist

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Ata Kaban

Professor, University of Birmingham, School of Computer Science

Email yang diverifikasi di bham.ac.uk - Beranda

statistical machine learning learning theory knowledge discovery foundations of data science


Judul Urutkan menurut kutipan Urutkan menurut tahun Urutkan menurut judul	Dikutip oleh Dikutip oleh	Tahun
On an equivalence between PLSI and LDA M Girolami, A Kabán Proceedings of the 26th annual international ACM SIGIR conference on …, 2003	350	2003
Label-noise robust logistic regression and its applications J Bootkrajang, A Kabán Joint European conference on machine learning and knowledge discovery in …, 2012	157	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	107	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	85	2013
New bounds on compressive linear least squares regression A Kabán Artificial intelligence and statistics (AiStats), 448-456, 2014	84*	2014
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
Topic identification in dynamical text by complexity pursuit E Bingham, A Kabán, M Girolami Neural Processing Letters 17, 69-83, 2003	81*	2003
Non-parametric detection of meaningless distances in high dimensional data A Kabán Statistics and Computing 22, 375-385, 2012	77	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	57*	2007
Robust mixture clustering using Pearson type VII distribution J Sun, A Kabán, JM Garibaldi Pattern Recognition Letters 31 (16), 2447-2454, 2010	56	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
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	49	2015
Classification of mislabelled microarrays using robust sparse logistic regression J Bootkrajang, A Kabán Bioinformatics 29 (7), 870-877, 2013	49	2013
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	45	2013
Sequential activity profiling: latent Dirichlet allocation of Markov chains M Girolami, A Kabán Data Mining and Knowledge Discovery 10, 175-196, 2005	45	2005

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