Ata Kabán

Ata Kaban

	2012
49		Sakinah Ali Pitchay, Ata Kabán: Single-frame Signal Recovery using a Similarity-prior based on Pearson Type VII MRF. ICPRAM (1) 2012: 123-133
48		Robert J. Durrant, Ata Kabán: Error bounds for Kernel Fisher Linear Discriminant in Gaussian Hilbert space. Journal of Machine Learning Research - Proceedings Track 22: 337-345 (2012)
47		Ata Kabán, Sakinah Ali Pitchay: Single-frame image recovery using a Pearson type VII MRF. Neurocomputing 80: 111-118 (2012)
46		Robert John Durrant, Ata Kabán: A tight bound on the performance of Fisher's linear discriminant in randomly projected data spaces. Pattern Recognition Letters 33(7): 911-919 (2012)
45		Ata Kabán: Non-parametric detection of meaningless distances in high dimensional data. Statistics and Computing 22(1): 375-385 (2012)
44		Ata Kabán: Non-parametric detection of meaningless distances in high dimensional data. Statistics and Computing 22(2): 375-385 (2012)
	2011
43		Jakramate Bootkrajang, Ata Kaban: Multi-class classification in the presence of labelling errors. ESANN 2011
42		Ata Kabán: On the distance concentration awareness of certain data reduction techniques. Pattern Recognition 44(2): 265-277 (2011)
	2010
41		Robert J. Durrant, Ata Kabán: A Bound on the Performance of LDA in Randomly Projected Data Spaces. ICPR 2010: 4044-4047
40		Jianyong Sun, Ata Kaban, Jonathan M. Garibaldi: Robust mixture modeling using the Pearson type VII distribution. IJCNN 2010: 1-7
39		Robert J. Durrant, Ata Kaban: Compressed fisher linear discriminant analysis: classification of randomly projected data. KDD 2010: 1119-1128
38		Jianyong Sun, Ata Kabán: A fast algorithm for robust mixtures in the presence of measurement errors. IEEE Transactions on Neural Networks 21(8): 1206-1220 (2010)
37		Jianyong Sun, Ata Kabán, Jonathan M. Garibaldi: Robust mixture clustering using Pearson type VII distribution. Pattern Recognition Letters 31(16): 2447-2454 (2010)
	2009
36		Robert J. Durrant, Ata Kabán: When is 'nearest neighbour' meaningful: A converse theorem and implications. J. Complexity 25(4): 385-397 (2009)
35		Ella Bingham, Ata Kabán, Mikael Fortelius: The aspect Bernoulli model: multiple causes of presences and absences. Pattern Anal. Appl. 12(1): 55-78 (2009)
	2008
34		Ata Kabán: A Probabilistic Neighbourhood Translation Approach for Non-standard Text Categorisation. Discovery Science 2008: 332-343
33		Ata Kabán, Robert J. Durrant: Learning with Lq<1 vs L1-Norm Regularisation with Exponentially Many Irrelevant Features. ECML/PKDD (1) 2008: 580-596
32		Xin Wang, Ata Kabán: A dynamic bibliometric model for identifying online communities. Data Min. Knowl. Discov. 16(1): 67-107 (2008)
31		Ata Kabán, Ella Bingham: Factorisation and denoising of 0-1 data: A variational approach. Neurocomputing 71(10-12): 2291-2308 (2008)
	2007
30		Jianyong Sun, Ata Kabán, Somak Raychaudhury: Robust mixtures in the presence of measurement errors. ICML 2007: 847-854
29		Jianyong Sun, Ata Kabán, Somak Raychaudhury: Robust Visual Mining of Data with Error Information. PKDD 2007: 573-580
28		Ata Kabán: Predictive Modelling of Heterogeneous Sequence Collections by Topographic Ordering of Histories. Machine Learning 68(1): 63-95 (2007)
27		Ata Kabán: On Bayesian classification with Laplace priors. Pattern Recognition Letters 28(10): 1271-1282 (2007)
26		Markus Harva, Ata Kabán: Variational learning for rectified factor analysis. Signal Processing 87(3): 509-527 (2007)
	2006
25		Ata Kabán, Jianyong Sun, Somak Raychaudhury, Louisa Nolan: On Class Visualisation for High Dimensional Data: Exploring Scientific Data Sets. Discovery Science 2006: 125-136
24		Xin Wang, Ata Kabán: Model-Based Estimation of Word Saliency in Text. Discovery Science 2006: 279-290
23		Ata Kabán, Xin Wang: Deconvolutive Clustering of Markov States. ECML 2006: 246-257
22		Ata Kabán, Ella Bingham: ICA-Based Binary Feature Construction. ICA 2006: 140-148
21		Xin Wang, Ata Kabán: State Aggregation in Higher Order Markov Chains for Finding Online Communities. IDEAL 2006: 1023-1030
	2005
20		Xin Wang, Ata Kabán: Finding Uninformative Features in Binary Data. IDEAL 2005: 40-47
19		Ata Kabán: A Scalable Generative Topographic Mapping for Sparse Data Sequences. ITCC (1) 2005: 51-56
18		Ata Kabán, Louisa Nolan, Somak Raychaudhury: Finding Young Stellar Populations in Elliptical Galaxies from Independent Components of Optical Spectra. SDM 2005
17		Mark Girolami, Ata Kabán: Sequential Activity Profiling: Latent Dirichlet Allocation of Markov Chains. Data Min. Knowl. Discov. 10(3): 175-196 (2005)
16		Ian T. Nabney, Yi Sun, Peter Tiño, Ata Kabán: Semisupervised Learning of Hierarchical Latent Trait Models for Data Visualization. IEEE Trans. Knowl. Data Eng. 17(3): 384-400 (2005)
	2004
15		Xin Yao, Edmund K. Burke, José Antonio Lozano, Jim Smith, Juan J. Merelo Guervós, John A. Bullinaria, Jonathan E. Rowe, Peter Tiño, Ata Kabán, Hans-Paul Schwefel: Parallel Problem Solving from Nature - PPSN VIII, 8th International Conference, Birmingham, UK, September 18-22, 2004, Proceedings Springer 2004
14		Peter Tiño, Ata Kabán, Yi Sun: A generative probabilistic approach to visualizing sets of symbolic sequences. KDD 2004: 701-706
13		Ata Kabán, Ella Bingham, T. Hirsimäki: Learning to Read Between the Lines: The Aspect Bernoulli Model. SDM 2004
	2003
12		Alexander N. Dolia, Martin Lages, Ata Kabán: An Adaptive Novelty Detection Approach to Low Level Analysis of Images Corrupted by Mixed Noise. KES 2003: 570-577
11		Mark Girolami, Ata Kabán: Simplicial Mixtures of Markov Chains: Distributed Modelling of Dynamic User Profiles. NIPS 2003
10		Mark Girolami, Ata Kabán: On an equivalence between PLSI and LDA. SIGIR 2003: 433-434
9		Ella Bingham, Ata Kabán, Mark Girolami: Topic Identification in Dynamical Text by Complexity Pursuit. Neural Processing Letters 17(1): 69-83 (2003)
	2002
8		Ata Kabán, Peter Tiño, Mark Girolami: A General Framework for a Principled Hierarchical Visualization of Multivariate Data. IDEAL 2002: 518-523
7		Ata Kabán, Mark Girolami: A Dynamic Probabilistic Model to Visualise Topic Evolution in Text Streams. J. Intell. Inf. Syst. 18(2-3): 107-125 (2002)
6		Ata Kabán, Mark Girolami: Fast Extraction of Semantic Features from a Latent Semantic Indexed Text Corpus. Neural Processing Letters 15(1): 31-43 (2002)
	2001
5		Ella Bingham, Ata Kabán, Mark Girolami: Finding Topics in Dynamical Text: Application to Chat Line Discussions. WWW Posters 2001
4		Ata Kabán, Mark Girolami: A Combined Latent Class and Trait Model for the Analysis and Visualization of Discrete Data. IEEE Trans. Pattern Anal. Mach. Intell. 23(8): 859-872 (2001)
3		András Lörincz, Botond Szatmáry, Ata Kabán: Sign-changing filters similar to cells in primary visual cortex emerge by independent component analysis of temporally convolved natural image sequences. Neurocomputing 38-40: 1437-1442 (2001)
	2000
2		Mark Girolami, Alexei Vinokourov, Ata Kabán: The Organization and Visualization of Document Corpora: A Probabilistic Approach. DEXA Workshop 2000: 558-564
1		Ata Kabán, Mark Girolami: Initialized and Guided EM-Clustering of Sparse Binary Data with Application to Text Based Documents. ICPR 2000: 2744-2747

Coauthor Index

1	Ella Bingham	[5] [9] [13] [22] [31] [35]
2	Jakramate Bootkrajang	[43]
3	John A. Bullinaria	[15]
4	Edmund K. Burke	[15]
5	Alexander N. Dolia	[12]
6	Robert J. Durrant (Robert John Durrant)	[33] [36] [39] [41] [46] [48]
7	Mikael Fortelius	[35]
8	Jonathan M. Garibaldi	[37] [40]
9	Mark A. Girolami (Mark Girolami)	[1] [2] [4] [5] [6] [7] [8] [9] [10] [11] [17]
10	Juan Julián Merelo Guervós (Juan J. Merelo Guervós)	[15]
11	Markus Harva	[26]
12	T. Hirsimäki	[13]
13	Martin Lages	[12]
14	András Lörincz	[3]
15	José Antonio Lozano (Jose Antonio Lozano)	[15]
16	Ian T. Nabney	[16]
17	Louisa Nolan	[18] [25]
18	Sakinah Ali Pitchay	[47] [49]
19	Somak Raychaudhury	[18] [25] [29] [30]
20	Jonathan E. Rowe	[15]
21	Hans-Paul Schwefel	[15]
22	Jim Smith	[15]
23	Jianyong Sun	[25] [29] [30] [37] [38] [40]
24	Yi Sun	[14] [16]
25	Botond Szatmáry	[3]
26	Peter Tiño (Peter Tino)	[8] [14] [15] [16]
27	Alexei Vinokourov	[2]
28	Xin Wang (Xin (Cindy) Wang)	[20] [21] [23] [24] [32]
29	Xin Yao	[15]

Colors in the list of coauthors

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