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Venues (Conferences, Journals, ...)
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GrowBag graphs for keyword ? (Num. hits/coverage)
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The graphs summarize 33 occurrences of 30 keywords
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Results
Found 49 publication records. Showing 49 according to the selection in the facets
| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Ata Kabán |
Non-parametric detection of meaningless distances in high dimensional data.  |
Statistics and Computing  |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Ata Kabán |
Non-parametric detection of meaningless distances in high dimensional data. |
Statistics and Computing |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Robert J. Durrant, Ata Kabán |
Error bounds for Kernel Fisher Linear Discriminant in Gaussian Hilbert space. |
Journal of Machine Learning Research - Proceedings Track |
2012 |
DBLP BibTeX RDF |
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| 1 | Ata Kabán, Sakinah Ali Pitchay |
Single-frame image recovery using a Pearson type VII MRF. |
Neurocomputing |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Robert John Durrant, Ata Kabán |
A tight bound on the performance of Fisher's linear discriminant in randomly projected data spaces. |
Pattern Recognition Letters |
2012 |
DBLP DOI BibTeX RDF |
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| 1 | Sakinah Ali Pitchay, Ata Kabán |
Single-frame Signal Recovery using a Similarity-prior based on Pearson Type VII MRF. |
ICPRAM |
2012 |
DBLP BibTeX RDF |
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| 1 | Ata Kabán |
On the distance concentration awareness of certain data reduction techniques. |
Pattern Recognition |
2011 |
DBLP DOI BibTeX RDF |
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| 1 | Jakramate Bootkrajang, Ata Kaban |
Multi-class classification in the presence of labelling errors. |
ESANN |
2011 |
DBLP BibTeX RDF |
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| 1 | Jianyong Sun, Ata Kabán |
A fast algorithm for robust mixtures in the presence of measurement errors. |
IEEE Transactions on Neural Networks |
2010 |
DBLP DOI BibTeX RDF |
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| 1 | Jianyong Sun, Ata Kabán, Jonathan M. Garibaldi |
Robust mixture clustering using Pearson type VII distribution. |
Pattern Recognition Letters |
2010 |
DBLP DOI BibTeX RDF |
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| 1 | Robert J. Durrant, Ata Kabán |
A Bound on the Performance of LDA in Randomly Projected Data Spaces. |
ICPR |
2010 |
DBLP DOI BibTeX RDF |
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| 1 | Jianyong Sun, Ata Kaban, Jonathan M. Garibaldi |
Robust mixture modeling using the Pearson type VII distribution. |
IJCNN |
2010 |
DBLP DOI BibTeX RDF |
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| 1 | Robert J. Durrant, Ata Kaban |
Compressed fisher linear discriminant analysis: classification of randomly projected data. |
KDD |
2010 |
DBLP DOI BibTeX RDF |
compressed learning, classification, dimensionality reduction, linear discriminant analysis, random projection |
| 1 | Robert J. Durrant, Ata Kabán |
When is 'nearest neighbour' meaningful: A converse theorem and implications. |
J. Complexity |
2009 |
DBLP DOI BibTeX RDF |
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| 1 | Ella Bingham, Ata Kabán, Mikael Fortelius |
The aspect Bernoulli model: multiple causes of presences and absences. |
Pattern Anal. Appl. |
2009 |
DBLP DOI BibTeX RDF |
Probabilistic latent variable models, Multiple cause models, 0-1 data, Data mining |
| 1 | Xin Wang 0006, Ata Kabán |
A dynamic bibliometric model for identifying online communities. |
Data Min. Knowl. Discov. |
2008 |
DBLP DOI BibTeX RDF |
Online community identification, Temporal delay, Clustering, Markov chain, Latent variable model |
| 1 | Ata Kabán, Ella Bingham |
Factorisation and denoising of 0-1 data: A variational approach. |
Neurocomputing |
2008 |
DBLP DOI BibTeX RDF |
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| 1 | Ata Kabán, Robert J. Durrant |
Learning with Lq<1 vs L1-Norm Regularisation with Exponentially Many Irrelevant Features. |
ECML/PKDD |
2008 |
DBLP DOI BibTeX RDF |
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| 1 | Ata Kabán |
A Probabilistic Neighbourhood Translation Approach for Non-standard Text Categorisation. |
Discovery Science |
2008 |
DBLP DOI BibTeX RDF |
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| 1 | Markus Harva, Ata Kabán |
Variational learning for rectified factor analysis. |
Signal Processing |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Ata Kabán |
Predictive Modelling of Heterogeneous Sequence Collections by Topographic Ordering of Histories. |
Machine Learning |
2007 |
DBLP DOI BibTeX RDF |
Generative topographic mapping, Generalisation across multiple sequences, Data explanation, Probabilistic modelling, Visualisation, Data prediction |
| 1 | Ata Kabán |
On Bayesian classification with Laplace priors. |
Pattern Recognition Letters |
2007 |
DBLP DOI BibTeX RDF |
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| 1 | Jianyong Sun, Ata Kabán, Somak Raychaudhury |
Robust Visual Mining of Data with Error Information. |
PKDD |
2007 |
DBLP DOI BibTeX RDF |
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| 1 | Jianyong Sun, Ata Kabán, Somak Raychaudhury |
Robust mixtures in the presence of measurement errors. |
ICML |
2007 |
DBLP DOI BibTeX RDF |
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| 1 | Ata Kabán, Ella Bingham |
ICA-Based Binary Feature Construction. |
ICA |
2006 |
DBLP DOI BibTeX RDF |
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| 1 | Ata Kabán, Xin Wang 0006 |
Deconvolutive Clustering of Markov States. |
ECML |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Xin Wang 0006, Ata Kabán |
State Aggregation in Higher Order Markov Chains for Finding Online Communities. |
IDEAL |
2006 |
DBLP DOI BibTeX RDF |
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| 1 | Xin Wang 0006, Ata Kabán |
Model-Based Estimation of Word Saliency in Text. |
Discovery Science |
2006 |
DBLP DOI BibTeX RDF |
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| 1 | Ata Kabán, Jianyong Sun, Somak Raychaudhury, Louisa Nolan |
On Class Visualisation for High Dimensional Data: Exploring Scientific Data Sets. |
Discovery Science |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Ian T. Nabney, Yi Sun, Peter Tiño, Ata Kabán |
Semisupervised Learning of Hierarchical Latent Trait Models for Data Visualization. |
IEEE Trans. Knowl. Data Eng. |
2005 |
DBLP DOI BibTeX RDF |
latent trait model, magnification factors, document mining, data visualization, Hierarchical model |
| 1 | Mark Girolami, Ata Kabán |
Sequential Activity Profiling: Latent Dirichlet Allocation of Markov Chains. |
Data Min. Knowl. Discov. |
2005 |
DBLP DOI BibTeX RDF |
Markov chains, user profiling, mixture models |
| 1 | Ata Kabán, Louisa Nolan, Somak Raychaudhury |
Finding Young Stellar Populations in Elliptical Galaxies from Independent Components of Optical Spectra. |
SDM |
2005 |
DBLP BibTeX RDF |
|
| 1 | Xin Wang 0006, Ata Kabán |
Finding Uninformative Features in Binary Data. |
IDEAL |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Ata Kabán |
A Scalable Generative Topographic Mapping for Sparse Data Sequences. |
ITCC |
2005 |
DBLP DOI BibTeX RDF |
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| 1 | 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 (eds.) |
Parallel Problem Solving from Nature - PPSN VIII, 8th International Conference, Birmingham, UK, September 18-22, 2004, Proceedings |
PPSN |
2004 |
DBLP BibTeX RDF |
|
| 1 | Ata Kabán, Ella Bingham, T. Hirsimäki |
Learning to Read Between the Lines: The Aspect Bernoulli Model. |
SDM |
2004 |
DBLP BibTeX RDF |
|
| 1 | Peter Tiño, Ata Kabán, Yi Sun |
A generative probabilistic approach to visualizing sets of symbolic sequences. |
KDD |
2004 |
DBLP DOI BibTeX RDF |
latent space models, hidden Markov model, EM algorithm, topographic mapping |
| 1 | Ella Bingham, Ata Kabán, Mark Girolami |
Topic Identification in Dynamical Text by Complexity Pursuit. |
Neural Processing Letters |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Alexander N. Dolia, Martin Lages, Ata Kabán |
An Adaptive Novelty Detection Approach to Low Level Analysis of Images Corrupted by Mixed Noise. |
KES |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Mark Girolami, Ata Kabán |
On an equivalence between PLSI and LDA. |
SIGIR |
2003 |
DBLP DOI BibTeX RDF |
model, language |
| 1 | Mark Girolami, Ata Kabán |
Simplicial Mixtures of Markov Chains: Distributed Modelling of Dynamic User Profiles. |
NIPS |
2003 |
DBLP BibTeX RDF |
|
| 1 | Ata Kabán, Mark Girolami |
Fast Extraction of Semantic Features from a Latent Semantic Indexed Text Corpus. |
Neural Processing Letters |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Ata Kabán, Mark Girolami |
A Dynamic Probabilistic Model to Visualise Topic Evolution in Text Streams. |
J. Intell. Inf. Syst. |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Ata Kabán, Peter Tiño, Mark Girolami |
A General Framework for a Principled Hierarchical Visualization of Multivariate Data. |
IDEAL |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | 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. |
2001 |
DBLP DOI BibTeX RDF |
Latent trait model, clustering, independent component analysis, generative model, topographic mapping, nonlinear mapping |
| 1 | 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 |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | Ella Bingham, Ata Kabán, Mark Girolami |
Finding Topics in Dynamical Text: Application to Chat Line Discussions. |
WWW Posters |
2001 |
DBLP BibTeX RDF |
|
| 1 | Ata Kabán, Mark Girolami |
Initialized and Guided EM-Clustering of Sparse Binary Data with Application to Text Based Documents. |
ICPR |
2000 |
DBLP DOI BibTeX RDF |
|
| 1 | Mark Girolami, Alexei Vinokourov, Ata Kabán |
The Organization and Visualization of Document Corpora: A Probabilistic Approach. (PDF / PS) |
DEXA Workshops |
2000 |
DBLP DOI BibTeX RDF |
document corpora visualisation, generic probabilistic framework, unsupervised organisation, probabilistic hierarchical clustering, high-dimensional data collections, expectation maximisation algorithm, hierarchical probabilistic mixture methodology, asymmetric models, symmetric models, topographic relations, similar documents, latent trait model, vector space document representations, 2D grid, document handling, probabilistic approach, latent class models, text data, multinomial distribution, binomial distributions, document collections |
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