Ella Bingham

According to our database, Ella Bingham authored at least 23 papers between 2000 and 2010.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2010

Enhancing the stability and efficiency of spectral ordering with partial supervision and feature selection.

Dimitrios Mavroeidis, Ella Bingham

Knowl. Inf. Syst., 2010

Finding Segmentations of Sequences.

Ella Bingham

Proceedings of the Inductive Databases and Constraint-Based Data Mining., 2010

2009

The aspect Bernoulli model: multiple causes of presences and absences.

Ella Bingham, Ata Kabán, Mikael Fortelius

Pattern Anal. Appl., 2009

Complexity control in a mixture model by the Hardy-Weinberg equilibrium.

Ella Bingham, Heikki Mannila

Comput. Stat. Data Anal., 2009

2008

Factorisation and denoising of 0-1 data: A variational approach.

Ata Kabán, Ella Bingham

Neurocomputing, 2008

Recommendation of Multimedia Items by Link Analysis and Collaborative Filtering.

Davin Wong, Ella Bingham, Saara Hyvönen

Proceedings of the Second International Conference on Weblogs and Social Media, 2008

Enhancing the Stability of Spectral Ordering with Sparsification and Partial Supervision: Application to Paleontological Data.

Dimitrios Mavroeidis, Ella Bingham

Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

2006

Segmentation and dimensionality reduction.

Ella Bingham, Aristides Gionis, Niina Haiminen, Heli Hiisilä, Heikki Mannila, Evimaria Terzi

Proceedings of the Sixth SIAM International Conference on Data Mining, 2006

ICA-Based Binary Feature Construction.

Ata Kabán, Ella Bingham

Proceedings of the Independent Component Analysis and Blind Signal Separation, 2006

2004

Learning to Read Between the Lines: The Aspect Bernoulli Model.

Ata Kabán, Ella Bingham, T. Hirsimäki

Proceedings of the Fourth SIAM International Conference on Data Mining, 2004

Dependencies between Transcription Factor Binding Sites: Comparison between ICA, NMF, PLSA and Frequent Sets.

Heli Hiisilä, Ella Bingham

Proceedings of the 4th IEEE International Conference on Data Mining (ICDM 2004), 2004

2003

Advances in independent component analysis with applications to data mining.

Ella Bingham

PhD thesis, 2003

Topic Identification in Dynamical Text by Complexity Pursuit.

Ella Bingham, Ata Kabán, Mark A. Girolami

Neural Process. Lett., 2003

Connection between multilayer perceptrons and regression using independent component analysis.

Aapo Hyvärinen, Ella Bingham

Neurocomputing, 2003

A Simple Algorithm for Topic Identification in 0-1 Data.

Jouni K. Seppänen, Ella Bingham, Heikki Mannila

Proceedings of the Knowledge Discovery in Databases: PKDD 2003, 2003

2002

ICA and SOM in text document analysis.

Ella Bingham, Jukka Kuusisto, Krista Lagus

Proceedings of the SIGIR 2002: Proceedings of the 25th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2002

Topics in 0--1 data.

Ella Bingham, Heikki Mannila, Jouni K. Seppänen

Proceedings of the Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2002

2001

Reinforcement learning in neurofuzzy traffic signal control.

Ella Bingham

Eur. J. Oper. Res., 2001

Finding Topics in Dynamical Text: Application to Chat Line Discussions.

Ella Bingham, Ata Kabán, Mark A. Girolami

Proceedings of the Poster Proceedings of the Tenth International World Wide Web Conference, 2001

Random projection in dimensionality reduction: applications to image and text data.

Ella Bingham, Heikki Mannila

Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining, 2001

2000

A Fast Fixed-Point Algorithm for Independent Component Analysis of Complex Valued Signals.

Ella Bingham, Aapo Hyvärinen

Int. J. Neural Syst., 2000

ICA of Complex Valued Signals: A Fast and Robust Deflationary Algorithm.

Ella Bingham, Aapo Hyvärinen

Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

Fast and robust deflationary separation of complex valued signals.

Ella Bingham, Aapo Hyvärinen

Proceedings of the 10th European Signal Processing Conference, 2000