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Publications of Author

1. Ata Kabán, Ella Bingham
   ICA-Based Binary Feature Construction. [Citation Graph (0, 0)][DBLP]
   ICA, 2006, pp:140-148 [Conf]
   
2. Heli Hiisilä, Ella Bingham
   Dependencies between Transcription Factor Binding Sites: Comparison between ICA, NMF, PLSA and Frequent Sets. [Citation Graph (0, 0)][DBLP]
   ICDM, 2004, pp:114-121 [Conf]
   
3. Ella Bingham, Aapo Hyvärinen
   ICA of Complex Valued Signals: A Fast and Robust Deflationary Algorithm. [Citation Graph (0, 0)][DBLP]
   IJCNN (3), 2000, pp:357-362 [Conf]
   
4. Ella Bingham, Heikki Mannila
   Random projection in dimensionality reduction: applications to image and text data. [Citation Graph (0, 0)][DBLP]
   KDD, 2001, pp:245-250 [Conf]
   
5. Ella Bingham, Heikki Mannila, Jouni K. Seppänen
   Topics in 0--1 data. [Citation Graph (0, 0)][DBLP]
   KDD, 2002, pp:450-455 [Conf]
   
6. Jouni K. Seppänen, Ella Bingham, Heikki Mannila
   A Simple Algorithm for Topic Identification in 0-1 Data. [Citation Graph (0, 0)][DBLP]
   PKDD, 2003, pp:423-434 [Conf]
   
7. Ella Bingham, Aristides Gionis, Niina Haiminen, Heli Hiisilä, Heikki Mannila, Evimaria Terzi
   Segmentation and dimensionality reduction. [Citation Graph (0, 0)][DBLP]
   SDM, 2006, pp:- [Conf]
   
8. Ata Kabán, Ella Bingham, T. Hirsimäki
   Learning to Read Between the Lines: The Aspect Bernoulli Model. [Citation Graph (0, 0)][DBLP]
   SDM, 2004, pp:- [Conf]
   
9. Ella Bingham, Jukka Kuusisto, Krista Lagus
   ICA and SOM in text document analysis. [Citation Graph (0, 0)][DBLP]
   SIGIR, 2002, pp:361-362 [Conf]
   
10. Ella Bingham, Ata Kabán, Mark Girolami
    Finding Topics in Dynamical Text: Application to Chat Line Discussions. [Citation Graph (0, 0)][DBLP]
    WWW Posters, 2001, pp:- [Conf]
    
11. Ella Bingham, Aapo Hyvärinen
    A Fast Fixed-Point Algorithm for Independent Component Analysis of Complex Valued Signals. [Citation Graph (0, 0)][DBLP]
    Int. J. Neural Syst., 2000, v:10, n:1, pp:1-8 [Journal]
    
12. Aapo Hyvärinen, Ella Bingham
    Connection between multilayer perceptrons and regression using independent component analysis. [Citation Graph (0, 0)][DBLP]
    Neurocomputing, 2003, v:50, n:, pp:211-222 [Journal]
    
13. Ella Bingham, Ata Kabán, Mark Girolami
    Topic Identification in Dynamical Text by Complexity Pursuit. [Citation Graph (0, 0)][DBLP]
    Neural Processing Letters, 2003, v:17, n:1, pp:69-83 [Journal]
    
14. 
    Enhancing the Stability of Spectral Ordering with Sparsification and Partial Supervision: Application to Paleontological Data. [Citation Graph (, )][DBLP]
    
    
15. 
    Recommendation of Multimedia Items by Link Analysis and Collaborative Filtering. [Citation Graph (, )][DBLP]