Ella Bingham

ORCID

Publication Activity (10 Years)

Years Active: 2000-2010
Publications (10 Years): 0

Helsinki University of Technology, Finland (PHD)

Education History

Helsinki University of Technology, Finland

PHD

Publications

Dimitrios Mavroeidis, Ella Bingham
Enhancing the stability and efficiency of spectral ordering with partial supervision and feature selection. Knowl. Inf. Syst. 23 (2) (2010)
Ella Bingham, Heikki Mannila
Complexity control in a mixture model by the Hardy-Weinberg equilibrium. Comput. Stat. Data Anal. 53 (5) (2009)
Ella Bingham, Ata Kabán, Mikael Fortelius
The aspect Bernoulli model: multiple causes of presences and absences. Pattern Anal. Appl. 12 (1) (2009)
Davin Wong, Ella Bingham, Saara Hyvönen
Recommendation of Multimedia Items by Link Analysis and Collaborative Filtering. ICWSM (2008)
Dimitrios Mavroeidis, Ella Bingham
Enhancing the Stability of Spectral Ordering with Sparsification and Partial Supervision: Application to Paleontological Data. ICDM (2008)
Ata Kabán, Ella Bingham
Factorisation and denoising of 0-1 data: A variational approach. Neurocomputing 71 (10-12) (2008)
Ata Kabán, Ella Bingham
ICA-Based Binary Feature Construction. ICA (2006)
Ella Bingham, Aristides Gionis, Niina Haiminen, Heli Hiisilä, Heikki Mannila, Evimaria Terzi
Segmentation and dimensionality reduction. SDM (2006)
Ata Kabán, Ella Bingham, T. Hirsimäki
Learning to Read Between the Lines: The Aspect Bernoulli Model. SDM (2004)
Heli Hiisilä, Ella Bingham
Dependencies between Transcription Factor Binding Sites: Comparison between ICA, NMF, PLSA and Frequent Sets. ICDM (2004)
Ella Bingham, Ata Kabán, Mark A. Girolami
Topic Identification in Dynamical Text by Complexity Pursuit. Neural Process. Lett. 17 (1) (2003)
Aapo Hyvärinen, Ella Bingham
Connection between multilayer perceptrons and regression using independent component analysis. Neurocomputing 50 (2003)
Jouni K. Seppänen, Ella Bingham, Heikki Mannila
A Simple Algorithm for Topic Identification in 0-1 Data. PKDD (2003)
Ella Bingham, Heikki Mannila, Jouni K. Seppänen
Topics in 0--1 data. KDD (2002)
Ella Bingham, Jukka Kuusisto, Krista Lagus
ICA and SOM in text document analysis. SIGIR (2002)
Ella Bingham, Heikki Mannila
Random projection in dimensionality reduction: applications to image and text data. KDD (2001)
Ella Bingham
Reinforcement learning in neurofuzzy traffic signal control. Eur. J. Oper. Res. 131 (2) (2001)
Ella Bingham, Ata Kabán, Mark A. Girolami
Finding Topics in Dynamical Text: Application to Chat Line Discussions. WWW Posters (2001)
Ella Bingham, Aapo Hyvärinen
Fast and robust deflationary separation of complex valued signals. EUSIPCO (2000)
Ella Bingham, Aapo Hyvärinen
ICA of Complex Valued Signals: A Fast and Robust Deflationary Algorithm. IJCNN (3) (2000)
Ella Bingham, Aapo Hyvärinen
A Fast Fixed-Point Algorithm for Independent Component Analysis of Complex Valued Signals. Int. J. Neural Syst. 10 (1) (2000)

Ella Bingham.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Ella Bingham