Ata Kabán

Ata Kaban

2008
34	EE	Ata Kabán: A Probabilistic Neighbourhood Translation Approach for Non-standard Text Categorisation. Discovery Science 2008: 332-343
33	EE	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	EE	Xin Wang, Ata Kabán: A dynamic bibliometric model for identifying online communities. Data Min. Knowl. Discov. 16(1): 67-107 (2008)
31	EE	Ata Kabán, Ella Bingham: Factorisation and denoising of 0-1 data: A variational approach. Neurocomputing 71(10-12): 2291-2308 (2008)
2007
30	EE	Jianyong Sun, Ata Kabán, Somak Raychaudhury: Robust mixtures in the presence of measurement errors. ICML 2007: 847-854
29	EE	Jianyong Sun, Ata Kabán, Somak Raychaudhury: Robust Visual Mining of Data with Error Information. PKDD 2007: 573-580
28	EE	Ata Kabán: Predictive Modelling of Heterogeneous Sequence Collections by Topographic Ordering of Histories. Machine Learning 68(1): 63-95 (2007)
27	EE	Ata Kabán: On Bayesian classification with Laplace priors. Pattern Recognition Letters 28(10): 1271-1282 (2007)
26	EE	Markus Harva, Ata Kabán: Variational learning for rectified factor analysis. Signal Processing 87(3): 509-527 (2007)
2006
25	EE	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	EE	Xin Wang, Ata Kabán: Model-Based Estimation of Word Saliency in Text. Discovery Science 2006: 279-290
23	EE	Ata Kabán, Xin Wang: Deconvolutive Clustering of Markov States. ECML 2006: 246-257
22	EE	Ata Kabán, Ella Bingham: ICA-Based Binary Feature Construction. ICA 2006: 140-148
21	EE	Xin Wang, Ata Kabán: State Aggregation in Higher Order Markov Chains for Finding Online Communities. IDEAL 2006: 1023-1030
2005
20	EE	Xin Wang, Ata Kabán: Finding Uninformative Features in Binary Data. IDEAL 2005: 40-47
19	EE	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	EE	Mark Girolami, Ata Kabán: Sequential Activity Profiling: Latent Dirichlet Allocation of Markov Chains. Data Min. Knowl. Discov. 10(3): 175-196 (2005)
16	EE	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	EE	Peter Tiño, Ata Kabán, Yi Sun: A generative probabilistic approach to visualizing sets of symbolic sequences. KDD 2004: 701-706
13	EE	Ata Kabán, Ella Bingham, T. Hirsimäki: Learning to Read Between the Lines: The Aspect Bernoulli Model. SDM 2004
2003
12	EE	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	EE	Mark Girolami, Ata Kabán: Simplicial Mixtures of Markov Chains: Distributed Modelling of Dynamic User Profiles. NIPS 2003
10	EE	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	EE	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	EE	Ella Bingham, Ata Kabán, Mark Girolami: Finding Topics in Dynamical Text: Application to Chat Line Discussions. WWW Posters 2001
4	EE	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	EE	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	EE	Mark Girolami, Alexei Vinokourov, Ata Kabán: The Organization and Visualization of Document Corpora: A Probabilistic Approach. DEXA Workshop 2000: 558-564
1	EE	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]
2	John A. Bullinaria	[15]
3	Edmund K. Burke	[15]
4	Alexander N. Dolia	[12]
5	Robert J. Durrant	[33]
6	Mark A. Girolami (Mark Girolami)	[1] [2] [4] [5] [6] [7] [8] [9] [10] [11] [17]
7	Juan Julián Merelo Guervós (Juan J. Merelo Guervós)	[15]
8	Markus Harva	[26]
9	T. Hirsimäki	[13]
10	Martin Lages	[12]
11	András Lörincz	[3]
12	José Antonio Lozano (Jose Antonio Lozano)	[15]
13	Ian T. Nabney	[16]
14	Louisa Nolan	[18] [25]
15	Somak Raychaudhury	[18] [25] [29] [30]
16	Jonathan E. Rowe	[15]
17	Hans-Paul Schwefel	[15]
18	Jim Smith	[15]
19	Jianyong Sun	[25] [29] [30]
20	Yi Sun	[14] [16]
21	Botond Szatmáry	[3]
22	Peter Tiño (Peter Tino)	[8] [14] [15] [16]
23	Alexei Vinokourov	[2]
24	Xin Wang	[20] [21] [23] [24] [32]
25	Xin Yao	[15]

Colors in the list of coauthors