| 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 | 1706 | 2001 |
| 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 | 1028 | 2000 |
| Reinforcement learning in neurofuzzy traffic signal control E Bingham European Journal of Operational Research 131 (2), 232-241, 2001 | 250 | 2001 |
| 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 | 152 | 2008 |
| Topic identification in dynamical text by complexity pursuit E Bingham, A Kabán, M Girolami Neural Processing Letters 17 (1), 69-83, 2003 | 61 | 2003 |
| 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 | 59 | 2006 |
| 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 | 48 | 2000 |
| ICA and SOM in text document analysis E Bingham, J Kuusisto, K Lagus Proceedings of the 25th annual international ACM SIGIR conference on …, 2002 | 46 | 2002 |
| Advances in independent component analysis with applications to data mining E Bingham Helsinki University of Technology, 2003 | 42 | 2003 |
| 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 | 39 | 2003 |
| Neurofuzzy traffic signal control E Bingham, J Niittymäki MOBILE-Liikenteen energiankäytön ja ympäristövaikutusten tutkimusohjelma …, 1998 | 33 | 1998 |
| Factorisation and denoising of 0–1 data: a variational approach A Kabán, E Bingham Neurocomputing 71 (10-12), 2291-2308, 2008 | 32 | 2008 |
| 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 | 28 | 2004 |
| The aspect Bernoulli model: multiple causes of presences and absences E Bingham, A Kabán, M Fortelius Pattern Analysis and Applications 12 (1), 55-78, 2009 | 27 | 2009 |
| Topic identification in dynamical text by extracting minimum complexity time components E Bingham Proc. ICA2001, 546-551, 2001 | 25 | 2001 |
| Connection between multilayer perceptrons and regression using independent component analysis A Hyvärinen, E Bingham Neurocomputing 50, 211-222, 2003 | 21 | 2003 |
| 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 | 20 | 2004 |
| 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 | 19 | 2003 |
| Finding topics in dynamical text: application to chat line discussions E Bingham, A Kabán, MA Girolami WWW Posters, 2001 | 17 | 2001 |
| Enhancing the stability and efficiency of spectral ordering with partial supervision and feature selection D Mavroeidis, E Bingham Knowledge and information systems 23 (2), 243-265, 2010 | 16 | 2010 |
Aapo HyvarinenUniversity of HelsinkiVerified email at helsinki.fi
