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Ata Kaban

Papers on DiSC'04


On an equivalence between PLSI and LDA

Publications


Note: Links lead to the DBLP on the Web.

Ata Kaban

Alexander N. Dolia , Martin Lages , Ata Kaban: An Adaptive Novelty Detection Approach to Low Level Analysis of Images Corrupted by Mixed Noise. KES 2003 : 570-577

Mark Girolami , Ata Kaban: On an equivalence between PLSI and LDA. SIGIR 2003 : 433-434

Ata Kaban, Peter Tino , Mark Girolami : A General Framework for a Principled Hierarchical Visualization of Multivariate Data. IDEAL 2002 : 518-523

Ata Kaban, Mark Girolami : A Dynamic Probabilistic Model to Visualise Topic Evolution in Text Streams. J. Intell. Inf. Syst. 18 (2-3): 107-125 (2002)

Ella Bingham , Ata Kaban, Mark Girolami : Finding Topics in Dynamical Text: Application to Chat Line Discussions. WWW Posters 2001

Ata Kaban, Mark Girolami : A Combined Latent Class and Trait Model for the Analysis and Visualization of Discrete Data. IEEE Transactions on Pattern Analysis and Machine Intelligence 23 (8): 859-872 (2001)

András Lörincz , Botond Szatmáry , Ata Kaban: 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)

Mark Girolami , Alexei Vinokourov , Ata Kaban: The Organization and Visualization of Document Corpora: A Probabilistic Approach. DEXA Workshop 2000 : 558-564

Ata Kaban, Mark Girolami : Initialized and Guided EM-Clustering of Sparse Binary Data with Application to Text Based Documents. ICPR 2000 : 2744-2747

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