| 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 | 1401* | 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 | 1237 | 2004 |
| 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 | 935* | 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 | 506 | 2001 |
| 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 | 408 | 2005 |
| 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 | 332 | 2001 |
| 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 | 297 | 2003 |
| 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 | 132 | 2006 |
| 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 | 95 | 2000 |
| 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 | 71 | 2003 |
| 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 | 58 | 2004 |
| Enhancing SOM based data visualization J Vesanto, J Himberg, M Siponen, O Simula Proceedings of the 5th International Conference on Soft Computing and …, 1998 | 54 | 1998 |
| Collaborative context determination to support mobile terminal applications J Mantyjarvi, P Huuskonen, J Himberg IEEE Wireless Communications 9 (5), 39-45, 2002 | 52 | 2002 |
| Collaborative context recognition for handheld devices J Mantyjarvi, J Himberg, P Huuskonen Proceedings of the First IEEE International Conference on Pervasive …, 2003 | 51 | 2003 |
| 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 | 50 | 2001 |
| 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 | 45 | 2002 |
| Probabilistic measures for responses of self-organizing map units E Alhoniemi, J Himberg, J Vesanto International ICSC Congress on Computational Intelligence Methods and …, 1999 | 38 | 1999 |
| 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 | 36 | 2007 |
| Enhancing the SOM-based data visualization by linking different data projections J Himberg Proceedings of 1st International Symposium IDEAL 98, 427-434, 1998 | 35 | 1998 |
| From insights to innovations: data mining, visualization, and user interfaces J Himberg Helsinki University of Technology, 2004 | 31 | 2004 |
Esa AlhoniemiSenior Data Scientist, Inoi OyVerified email at inoi.fi
