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Johan Himberg
Johan Himberg
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som toolbox for matlab 5. Report A57, Helsinki University of Technology
J Vesanto, J Himberg, E Alhoniemi, J Parhankangas
Neural Networks Research Centre, Espoo, Finland, 2000
1342*2000
Validating the independent components of neuroimaging time series via clustering and visualization
J Himberg, A Hyvarinen, F Esposito
Neuroimage 22 (3), 1214-1222, 2004
11422004
Self-organizing map in Matlab: the SOM Toolbox
J Vesanto, J Himberg, E Alhoniemi, J Parhankangas
Proceedings of the Matlab DSP conference 99, 16-17, 1999
902*1999
Recognizing human motion with multiple acceleration sensors
J Mantyjarvi, J Himberg, T Seppanen
2001 ieee international conference on systems, man and cybernetics. e …, 2001
4872001
Independent component analysis of fMRI group studies by self-organizing clustering
F Esposito, T Scarabino, A Hyvarinen, J Himberg, E Formisano, S Comani, ...
Neuroimage 25 (1), 193-205, 2005
3952005
Time series segmentation for context recognition in mobile devices
J Himberg, K Korpiaho, H Mannila, J Tikanmaki, HTT Toivonen
Data Mining, 2001. ICDM 2001, Proceedings IEEE International Conference on …, 2001
3272001
Icasso: software for investigating the reliability of ICA estimates by clustering and visualization
J Himberg, A Hyvarinen
2003 IEEE XIII Workshop on Neural Networks for Signal Processing (IEEE Cat …, 2003
2622003
DNA copy number amplification profiling of human neoplasms
S Myllykangas, J Himberg, T Böhling, B Nagy, J Hollmén, S Knuutila
Oncogene 25 (55), 7324-7332, 2006
1292006
A SOM based cluster visualization and its application for false coloring
J Himberg
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural …, 2000
912000
On-line personalization of a touch screen based keyboard
J Himberg, J Häkkilä, P Kangas, J Mäntyjärvi
Proceedings of the 8th international conference on Intelligent user …, 2003
682003
Sensor signal data set for exploring context recognition of mobile devices
J Mäntyjärvi, J Himberg, P Kangas, U Tuomela, P Huuskonen
Proc. of 2nd Int. Conf. on Pervasive Computing (PERVASIVE 2004), 18-23, 2004
542004
Collaborative context determination to support mobile terminal applications
J Mantyjarvi, P Huuskonen, J Himberg
IEEE Wireless Communications 9 (5), 39-45, 2002
522002
Enhancing SOM based data visualization
J Vesanto, J Himberg, M Siponen, O Simula
Proceedings of the 5th International Conference on Soft Computing and …, 1998
521998
Collaborative context recognition for handheld devices
J Mantyjarvi, J Himberg, P Huuskonen
Proceedings of the First IEEE International Conference on Pervasive …, 2003
512003
The Self-Organizing Map as a tool in knowledge engineering
J Himberg, J Ahola, E Alhoniemi, J Vesanto, O Simula
Pattern recognition in soft computing paradigm, 38-65, 2001
502001
Unsupervised clustering of symbol strings and context recognition
JA Flanagan, J Mantyjarvi, J Himberg
2002 IEEE International Conference on Data Mining, 2002. Proceedings., 171-178, 2002
442002
Probabilistic measures for responses of self-organizing map units
E Alhoniemi, J Himberg, J Vesanto
In Proceedings of the International ICSC Congress on Computational …, 1999
381999
Enhancing the SOM-based data visualization by linking different data projections
J Himberg
Proceedings of 1st International Symposium IDEAL 98, 427-434, 1998
351998
Clinical associations of the risk alleles of HLA-Cw6 and CCHCR1* WWCC in psoriasis
S Suomela, K Kainu, P Onkamo, I Tiala, J Himberg, L Koskinen, ...
Acta dermato-venereologica 87 (2), 127-134, 2007
302007
From insights to innovations: data mining, visualization, and user interfaces
J Himberg
Helsinki University of Technology, 2004
302004
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