Search results for "Ata Kaban"

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
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
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
1	Ata Kabán	On the distance concentration awareness of certain data reduction techniques.	Pattern Recognition	2011	DBLP DOI BibTeX RDF
1	Jakramate Bootkrajang, Ata Kaban	Multi-class classification in the presence of labelling errors.	ESANN	2011	DBLP BibTeX RDF
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
1	Jianyong Sun, Ata Kabán, Jonathan M. Garibaldi	Robust mixture clustering using Pearson type VII distribution.	Pattern Recognition Letters	2010	DBLP DOI BibTeX RDF
1	Robert J. Durrant, Ata Kabán	A Bound on the Performance of LDA in Randomly Projected Data Spaces.	ICPR	2010	DBLP DOI BibTeX RDF
1	Jianyong Sun, Ata Kaban, Jonathan M. Garibaldi	Robust mixture modeling using the Pearson type VII distribution.	IJCNN	2010	DBLP DOI BibTeX RDF
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
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
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
1	Ata Kabán	A Probabilistic Neighbourhood Translation Approach for Non-standard Text Categorisation.	Discovery Science	2008	DBLP DOI BibTeX RDF
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
1	Jianyong Sun, Ata Kabán, Somak Raychaudhury	Robust Visual Mining of Data with Error Information.	PKDD	2007	DBLP DOI BibTeX RDF
1	Jianyong Sun, Ata Kabán, Somak Raychaudhury	Robust mixtures in the presence of measurement errors.	ICML	2007	DBLP DOI BibTeX RDF
1	Ata Kabán, Ella Bingham	ICA-Based Binary Feature Construction.	ICA	2006	DBLP DOI BibTeX RDF
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
1	Xin Wang 0006, Ata Kabán	Model-Based Estimation of Word Saliency in Text.	Discovery Science	2006	DBLP DOI BibTeX RDF
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
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

Publications of "Ata Kaban" ( http://dblp.L3S.de/Authors/Ata_Kaban )