Ella Bingham

23 papers A* 5A 3Journal 8Unranked 5
YearRankTypeTitle / Venue / Authors
2010 J jnl
Enhancing the stability and efficiency of spectral ordering with partial supervision and feature selection.
Knowl. Inf. Syst.
Dimitrios Mavroeidis, Ella Bingham
2010 — ch.
Finding Segmentations of Sequences.
Inductive Databases and Constraint-Based Data Mining
Ella Bingham
2009 J jnl
Complexity control in a mixture model by the Hardy-Weinberg equilibrium.
Comput. Stat. Data Anal.
Ella Bingham, Heikki Mannila
2009 J jnl
The aspect Bernoulli model: multiple causes of presences and absences.
Pattern Anal. Appl.
Ella Bingham, Ata Kabán, Mikael Fortelius
2008 A* conf
Enhancing the Stability of Spectral Ordering with Sparsification and Partial Supervision: Application to Paleontological Data.
ICDM
Dimitrios Mavroeidis, Ella Bingham
2008 J jnl
Factorisation and denoising of 0-1 data: A variational approach.
Neurocomputing
Ata Kabán, Ella Bingham
2008 A conf
Recommendation of Multimedia Items by Link Analysis and Collaborative Filtering.
ICWSM
Davin Wong, Ella Bingham, Saara Hyvönen
2006 — conf
ICA-Based Binary Feature Construction.
ICA
Ata Kabán, Ella Bingham
2006 A conf
Segmentation and dimensionality reduction.
SDM
Ella Bingham, Aristides Gionis, Niina Haiminen, Heli Hiisilä, Heikki Mannila, Evimaria Terzi
2004 A* conf
Dependencies between Transcription Factor Binding Sites: Comparison between ICA, NMF, PLSA and Frequent Sets.
ICDM
Heli Hiisilä, Ella Bingham
2004 A conf
Learning to Read Between the Lines: The Aspect Bernoulli Model.
SDM
Ata Kabán, Ella Bingham, T. Hirsimäki
2003 — conf
A Simple Algorithm for Topic Identification in 0-1 Data.
PKDD
Jouni K. Seppänen, Ella Bingham, Heikki Mannila
2003 — —
Advances in independent component analysis with applications to data mining.
Ella Bingham
2003 J jnl
Connection between multilayer perceptrons and regression using independent component analysis.
Neurocomputing
Aapo Hyvärinen, Ella Bingham
2003 J jnl
Topic Identification in Dynamical Text by Complexity Pursuit.
Neural Process. Lett.
Ella Bingham, Ata Kabán, Mark A. Girolami
2002 A* conf
ICA and SOM in text document analysis.
SIGIR
Ella Bingham, Jukka Kuusisto, Krista Lagus
2002 A* conf
Topics in 0--1 data.
KDD
Ella Bingham, Heikki Mannila, Jouni K. Seppänen
2001 — conf
Finding Topics in Dynamical Text: Application to Chat Line Discussions.
WWW Posters
Ella Bingham, Ata Kabán, Mark A. Girolami
2001 A* conf
Random projection in dimensionality reduction: applications to image and text data.
KDD
Ella Bingham, Heikki Mannila
2001 J jnl
Reinforcement learning in neurofuzzy traffic signal control.
Eur. J. Oper. Res.
Ella Bingham
2000 J jnl
A Fast Fixed-Point Algorithm for Independent Component Analysis of Complex Valued Signals.
Int. J. Neural Syst.
Ella Bingham, Aapo Hyvärinen
2000 — conf
Fast and robust deflationary separation of complex valued signals.
EUSIPCO
Ella Bingham, Aapo Hyvärinen
2000 — conf
ICA of Complex Valued Signals: A Fast and Robust Deflationary Algorithm.
IJCNN (3)
Ella Bingham, Aapo Hyvärinen