Ata Kabán - Publications, H-index & Citations | Canyam

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Ata Kabán

University of Birmingham

25H-index

143Paper Count

1.9KCitation Count

Published Papers 20

Publication Date

Structure discovery in PAC-learning by random projections

MACHINE LEARNING

IF2.9

2024-03-26

1

OAAI

Kaban, Ata; Reeve, Henry

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PAC-learning with approximate predictors

MACHINE LEARNING

IF2.9

2023-02-08

1

OAAI

Turner, Andrew J.; Kaban, Ata

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Heterogeneous sets in dimensionality reduction and ensemble learning

MACHINE LEARNING

IF2.9

2022-10-28

1

OAAI

Reeve, Henry W. J.; Kaban, Ata; Bootkrajang, Jakramate

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Random Projection Through the Lens of Data Complexity Indicators

21ST IEEE INTERNATIONAL CONFERENCE ON DATA MINING WORKSHOPS ICDMW 2021

IF0

2021-12-01

0

PREAI

Thummanusarn, Yamonporn; Kahan, Ata

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Special issue on advances in learning with label noise

IF6.5

2015-07-01

1

OAAI

Frenay, Benoit; Kaban, Ata

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Learning kernel logistic regression in the presence of class label noise

PATTERN RECOGNITION

IF7.6

2014-11-01

45

OAAI

Bootkrajang, Jakramate; Kahan, Ata

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Random projections as regularizers: learning a linear discriminant from fewer observations than dimensions

MACHINE LEARNING

IF2.9

2014-08-19

35

OAAI

Durrant, Robert J.; Kaban, Ata

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Fractional Norm Regularization: Learning With Very Few Relevant Features

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2013-06-01

11

PREAI

Kaban, Ata

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A tight bound on the performance of Fisher's linear discriminant in randomly projected data spaces

PATTERN RECOGNITION LETTERS

IF3.3

2012-05-01

7

PREAI

Durrant, Robert John; Kaban, Ata

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Single-frame image recovery using a Pearson type VII MRF

IF6.5

2012-03-01

7

PREAI

Kaban, Ata; Pitchay, Sakinah Ali

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On the distance concentration awareness of certain data reduction techniques

PATTERN RECOGNITION

IF7.6

2011-02-01

10

PREAI

Kaban, Ata

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Robust mixture clustering using Pearson type VII distribution

PATTERN RECOGNITION LETTERS

IF3.3

2010-12-01

26

PREAI

Sun, Jianyong; Kaban, Ata; Garibaldi, Jonathan M.

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Factorisation and denoising of 0-1 data:: A variational approach

IF6.5

2008-06-01

20

OAAI

Kaban, Ata; Bingham, Ella

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The aspect Bernoulli model: multiple causes of presences and absences

PATTERN ANALYSIS AND APPLICATIONS

IF2

2007-11-28

20

OAAI

Bingham, Ella; Kaban, Ata; Fortelius, Mikael

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On Bayesian classification with Laplace priors

PATTERN RECOGNITION LETTERS

IF3.3

2007-07-01

44

OAAI

Kaban, Ata

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Predictive modelling of heterogeneous sequence collections by topographic ordering of histories

MACHINE LEARNING

IF2.9

2007-05-15

4

OAAI

Kaban, Ata

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Variational learning for rectified factor analysis

SIGNAL PROCESSING

IF3.6

2007-03-01

23

PREAI

Harva, Markus; Kaban, Ata

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A data-driven Bayesian approach for finding young stellar populations in early-type galaxies from their ultraviolet-optical spectra

MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

IF4.8

2006-02-11

14

OAAI

Nolan, LA; Harva, MO; Kabán, A; Raychaudhury, S

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Semisupervised learning of hierarchical latent trait models for data visualization

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2005-03-01

5

OAAI

Nabney, IT; Sun, Y; Tino, P; Kabán, A

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Sign-changing filters similar to cells in primary visual cortex emerge by independent component analysis of temporally convolved natural image sequences

IF6.5

2001-06-01

0

PREAI

Lörincz, A; Szatmáry, B; Kabán, A

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