 | 2010 |
| 20 |  | Dimitrios Mavroeidis,
Ella Bingham:
Enhancing the stability and efficiency of spectral ordering with partial supervision and feature selection.
Knowl. Inf. Syst. 23(2): 243-265 (2010) |
| 2009 |
| 19 |  | Ella Bingham,
Heikki Mannila:
Complexity control in a mixture model by the Hardy-Weinberg equilibrium.
Computational Statistics & Data Analysis 53(5): 1711-1719 (2009) |
| 18 |  | Ella Bingham,
Ata Kabán,
Mikael Fortelius:
The aspect Bernoulli model: multiple causes of presences and absences.
Pattern Anal. Appl. 12(1): 55-78 (2009) |
| 2008 |
| 17 |  | Dimitrios Mavroeidis,
Ella Bingham:
Enhancing the Stability of Spectral Ordering with Sparsification and Partial Supervision: Application to Paleontological Data.
ICDM 2008: 462-471 |
| 16 |  | Davin Wong,
Ella Bingham,
Saara Hyvönen:
Recommendation of Multimedia Items by Link Analysis and Collaborative Filtering.
ICWSM 2008 |
| 15 |  | Ata Kabán,
Ella Bingham:
Factorisation and denoising of 0-1 data: A variational approach.
Neurocomputing 71(10-12): 2291-2308 (2008) |
| 2006 |
| 14 |  | Ata Kabán,
Ella Bingham:
ICA-Based Binary Feature Construction.
ICA 2006: 140-148 |
| 13 |  | Ella Bingham,
Aristides Gionis,
Niina Haiminen,
Heli Hiisilä,
Heikki Mannila,
Evimaria Terzi:
Segmentation and dimensionality reduction.
SDM 2006 |
| 2004 |
| 12 |  | Heli Hiisilä,
Ella Bingham:
Dependencies between Transcription Factor Binding Sites: Comparison between ICA, NMF, PLSA and Frequent Sets.
ICDM 2004: 114-121 |
| 11 |  | Ata Kabán,
Ella Bingham,
T. Hirsimäki:
Learning to Read Between the Lines: The Aspect Bernoulli Model.
SDM 2004 |
| 2003 |
| 10 |  | Jouni K. Seppänen,
Ella Bingham,
Heikki Mannila:
A Simple Algorithm for Topic Identification in 0-1 Data.
PKDD 2003: 423-434 |
| 9 |  | Ella Bingham,
Ata Kabán,
Mark Girolami:
Topic Identification in Dynamical Text by Complexity Pursuit.
Neural Processing Letters 17(1): 69-83 (2003) |
| 8 |  | Aapo Hyvärinen,
Ella Bingham:
Connection between multilayer perceptrons and regression using independent component analysis.
Neurocomputing 50: 211-222 (2003) |
| 2002 |
| 7 |  | Ella Bingham,
Heikki Mannila,
Jouni K. Seppänen:
Topics in 0--1 data.
KDD 2002: 450-455 |
| 6 |  | Ella Bingham,
Jukka Kuusisto,
Krista Lagus:
ICA and SOM in text document analysis.
SIGIR 2002: 361-362 |
| 2001 |
| 5 |  | Ella Bingham,
Heikki Mannila:
Random projection in dimensionality reduction: applications to image and text data.
KDD 2001: 245-250 |
| 4 |  | Ella Bingham,
Ata Kabán,
Mark Girolami:
Finding Topics in Dynamical Text: Application to Chat Line Discussions.
WWW Posters 2001 |
| 3 |  | Ella Bingham:
Reinforcement learning in neurofuzzy traffic signal control.
European Journal of Operational Research 131(2): 232-241 (2001) |
| 2000 |
| 2 |  | Ella Bingham,
Aapo Hyvärinen:
ICA of Complex Valued Signals: A Fast and Robust Deflationary Algorithm.
IJCNN (3) 2000: 357-362 |
| 1 |  | 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) |