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Ata Kabán
Publications
- 2005
- [j7]Mark A. Girolami, Ata Kabán:
Sequential Activity Profiling: Latent Dirichlet Allocation of Markov Chains. Data Min. Knowl. Discov. 10(3): 175-196 (2005) - 2003
- [j5]Ella Bingham, Ata Kabán, Mark A. Girolami:
Topic Identification in Dynamical Text by Complexity Pursuit. Neural Process. Lett. 17(1): 69-83 (2003) - [c6]Mark A. Girolami, Ata Kabán:
Simplicial Mixtures of Markov Chains: Distributed Modelling of Dynamic User Profiles. NIPS 2003: 9-16 - [c5]Mark A. Girolami, Ata Kabán:
On an equivalence between PLSI and LDA. SIGIR 2003: 433-434 - 2002
- [j4]Ata Kabán, Mark A. Girolami:
A Dynamic Probabilistic Model to Visualise Topic Evolution in Text Streams. J. Intell. Inf. Syst. 18(2-3): 107-125 (2002) - [j3]Ata Kabán, Mark A. Girolami:
Fast Extraction of Semantic Features from a Latent Semantic Indexed Text Corpus. Neural Process. Lett. 15(1): 31-43 (2002) - [c4]Ata Kabán, Peter Tiño, Mark A. Girolami:
A General Framework for a Principled Hierarchical Visualization of Multivariate Data. IDEAL 2002: 518-523 - 2001
- [j1]Ata Kabán, Mark A. 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) - [c3]Ella Bingham, Ata Kabán, Mark A. Girolami:
Finding Topics in Dynamical Text: Application to Chat Line Discussions. WWW Posters 2001 - 2000
- [c2]Mark A. Girolami, Alexei Vinokourov, Ata Kabán:
The Organization and Visualization of Document Corpora: A Probabilistic Approach. DEXA Workshop 2000: 558-564 - [c1]Ata Kabán, Mark A. Girolami:
Initialized and Guided EM-Clustering of Sparse Binary Data with Application to Text Based Documents. ICPR 2000: 2744-2747
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