Ata Kaban
Ata Kaban
University of Birmingham, School of Computer Science
Verified email at cs.bham.ac.uk - Homepage
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
2732003
Label-noise robust logistic regression and its applications
J Bootkrajang, A Kabán
Joint European conference on machine learning and knowledge discovery in …, 2012
1092012
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
802001
When is ‘nearest neighbour’meaningful: A converse theorem and implications
RJ Durrant, A Kabán
Journal of Complexity 25 (4), 385-397, 2009
762009
Topic identification in dynamical text by complexity pursuit
E Bingham, A Kabán, M Girolami
Neural Processing Letters 17 (1), 69-83, 2003
622003
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
59*2014
Toward large-scale continuous EDA: A random matrix theory perspective
A Kabán, J Bootkrajang, RJ Durrant
Evolutionary computation 24 (2), 255-291, 2016
562016
New bounds on compressive linear least squares regression
A Kabán
Artificial intelligence and statistics, 448-456, 2014
562014
Random projections as regularizers: learning a linear discriminant from fewer observations than dimensions
RJ Durrant, A Kabán
Machine Learning 99 (2), 257-286, 2015
53*2015
On Bayesian classification with Laplace priors
A Kaban
Pattern Recognition Letters 28 (10), 1271-1282, 2007
522007
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
502010
Non-parametric detection of meaningless distances in high dimensional data
A Kabán
Statistics and Computing 22 (2), 375-385, 2012
492012
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
482003
Variational learning for rectified factor analysis
M Harva, A Kabán
Signal Processing 87 (3), 509-527, 2007
45*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
Classification of mislabelled microarrays using robust sparse logistic regression
J Bootkrajang, A Kabán
Bioinformatics 29 (7), 870-877, 2013
402013
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
402002
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
372007
Sequential activity profiling: latent Dirichlet allocation of Markov chains
M Girolami, A Kabán
Data Mining and Knowledge Discovery 10 (3), 175-196, 2005
362005
Learning kernel logistic regression in the presence of class label noise
J Bootkrajang, A Kabán
Pattern Recognition 47 (11), 3641-3655, 2014
352014
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Articles 1–20