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Ella Bingham
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Random projection in dimensionality reduction: applications to image and text data
E Bingham, H Mannila
Proceedings of the seventh ACM SIGKDD international conference on Knowledge …, 2001
19202001
A fast fixed-point algorithm for independent component analysis of complex valued signals
E Bingham, A Hyvärinen
International journal of neural systems 10 (01), 1-8, 2000
11002000
Reinforcement learning in neurofuzzy traffic signal control
E Bingham
European Journal of Operational Research 131 (2), 232-241, 2001
2722001
Higher origination and extinction rates in larger mammals
LH Liow, M Fortelius, E Bingham, K Lintulaakso, H Mannila, L Flynn, ...
Proceedings of the National Academy of Sciences 105 (16), 6097-6102, 2008
1672008
Topic identification in dynamical text by complexity pursuit
E Bingham, A Kabán, M Girolami
Neural Processing Letters 17, 69-83, 2003
642003
Segmentation and dimensionality reduction
E Bingham, A Gionis, N Haiminen, H Hiisilä, H Mannila, E Terzi
Proceedings of the 2006 SIAM International Conference on Data Mining, 372-383, 2006
622006
ICA of complex valued signals: a fast and robust deflationary algorithm
E Bingham, A Hyvarinen
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural …, 2000
542000
ICA and SOM in text document analysis
E Bingham, J Kuusisto, K Lagus
Proceedings of the 25th annual international ACM SIGIR conference on …, 2002
502002
Advances in independent component analysis with applications to data mining
E Bingham
Helsinki University of Technology, 2003
452003
A simple algorithm for topic identification in 0–1 data
JK Seppänen, E Bingham, H Mannila
European Conference on Principles of Data Mining and Knowledge Discovery …, 2003
402003
The aspect Bernoulli model: multiple causes of presences and absences
E Bingham, A Kabán, M Fortelius
Pattern Analysis and Applications 12, 55-78, 2009
332009
Factorisation and denoising of 0–1 data: a variational approach
A Kabán, E Bingham
Neurocomputing 71 (10-12), 2291-2308, 2008
332008
Neurofuzzy traffic signal control
E Bingham
331998
Advances in independent component analysis and learning machines
E Bingham, S Kaski, J Laaksonen, J Lampinen
Academic Press, 2015
302015
Learning to read between the lines: The aspect bernoulli model
A Kaban, E Bingham, T Hirsimäki
Proceedings of the 2004 SIAM international conference on data mining, 462-466, 2004
282004
Topic identification in dynamical text by extracting minimum complexity time components
E Bingham
Proc. ICA2001, 546-551, 2001
252001
Connection between multilayer perceptrons and regression using independent component analysis
A Hyvärinen, E Bingham
Neurocomputing 50, 211-222, 2003
222003
Dependencies between transcription factor binding sites: Comparison between ICA, NMF, PLSA and frequent sets
H Hiisila, E Bingham
Fourth IEEE International Conference on Data Mining (ICDM'04), 114-121, 2004
202004
Independent component analysis and blind source separation
E Oja, J Karhunen, H Valpola, J Särelä, M Inki, A Honkela, A Ilin, K Raju, ...
Helsinki Univ. Technol., Espoo, Finland, Tech. Rep, 2003
192003
Finding segmentations of sequences
E Bingham
Inductive databases and constraint-based data mining, 177-197, 2010
182010
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