2008 |
15 | EE | Dimitrios Mavroeidis,
Ella Bingham:
Enhancing the Stability of Spectral Ordering with Sparsification and Partial Supervision: Application to Paleontological Data.
ICDM 2008: 462-471 |
14 | EE | Ata Kabán,
Ella Bingham:
Factorisation and denoising of 0-1 data: A variational approach.
Neurocomputing 71(10-12): 2291-2308 (2008) |
2006 |
13 | EE | Ata Kabán,
Ella Bingham:
ICA-Based Binary Feature Construction.
ICA 2006: 140-148 |
12 | EE | Ella Bingham,
Aristides Gionis,
Niina Haiminen,
Heli Hiisilä,
Heikki Mannila,
Evimaria Terzi:
Segmentation and dimensionality reduction.
SDM 2006 |
2004 |
11 | EE | Heli Hiisilä,
Ella Bingham:
Dependencies between Transcription Factor Binding Sites: Comparison between ICA, NMF, PLSA and Frequent Sets.
ICDM 2004: 114-121 |
10 | EE | Ata Kabán,
Ella Bingham,
T. Hirsimäki:
Learning to Read Between the Lines: The Aspect Bernoulli Model.
SDM 2004 |
2003 |
9 | EE | Jouni K. Seppänen,
Ella Bingham,
Heikki Mannila:
A Simple Algorithm for Topic Identification in 0-1 Data.
PKDD 2003: 423-434 |
8 | | Ella Bingham,
Ata Kabán,
Mark Girolami:
Topic Identification in Dynamical Text by Complexity Pursuit.
Neural Processing Letters 17(1): 69-83 (2003) |
7 | EE | Aapo Hyvärinen,
Ella Bingham:
Connection between multilayer perceptrons and regression using independent component analysis.
Neurocomputing 50: 211-222 (2003) |
2002 |
6 | EE | Ella Bingham,
Heikki Mannila,
Jouni K. Seppänen:
Topics in 0--1 data.
KDD 2002: 450-455 |
5 | EE | Ella Bingham,
Jukka Kuusisto,
Krista Lagus:
ICA and SOM in text document analysis.
SIGIR 2002: 361-362 |
2001 |
4 | EE | Ella Bingham,
Heikki Mannila:
Random projection in dimensionality reduction: applications to image and text data.
KDD 2001: 245-250 |
3 | EE | Ella Bingham,
Ata Kabán,
Mark Girolami:
Finding Topics in Dynamical Text: Application to Chat Line Discussions.
WWW Posters 2001 |
2000 |
2 | EE | Ella Bingham,
Aapo Hyvärinen:
ICA of Complex Valued Signals: A Fast and Robust Deflationary Algorithm.
IJCNN (3) 2000: 357-362 |
1 | EE | Ella Bingham,
Aapo Hyvärinen:
A Fast Fixed-Point Algorithm for Independent Component Analysis of Complex Valued Signals.
Int. J. Neural Syst. 10(1): 1-8 (2000) |