Esa Alhoniemi
Esa Alhoniemi
Senior Data Scientist, Inoi Oy
Verified email at
Cited by
Cited by
Clustering of the self-organizing map
J Vesanto, E Alhoniemi
IEEE Transactions on neural networks 11 (3), 586-600, 2000
SOM toolbox for Matlab 5
J Vesanto, J Himberg, E Alhoniemi, J Parhankangas, S Team, L Oy
Technical report 57 (2), 2000
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
Process monitoring and modeling using the self-organizing map
E Alhoniemi, J Hollmén, O Simula, J Vesanto
Integrated Computer-Aided Engineering 6 (1), 3-14, 1999
SOM toolbox for Matlab 5, Report A57
J Vesanto, J Himberg, E Alhoniemi, J Parhankagas
Hensinki University of Technological, Espoo, Finland, 2000
51 Self-Organizing Map for Data Mining in MATLAB: the SOM Toolbox
J Vesanto, E Alhoniemi, J Himberg, K Kiviluoto, J Parviainen
SOM toolbox
E Alhoniemi
http://www. cis. hut. fi/projects/somtoolbox, 2000
Analysis and modeling of complex systems using the self-organizing map
O Simula, J Vesanto, E Alhoniemi, J Hollmén
Neuro-fuzzy techniques for intelligent information systems 1, 3-22, 1999
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
SOM toolbox for Matlab
E Alhoniemi, J Himberg, J Parhankangas, J Vesanto
SOM Toolbox Team, Helsinki University, Espoo, 2000
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
Monitoring and modeling of complex processes using hierarchical self-organizing maps
O Simula, E Alhoniemi, J Hollmen, J Vesanto
1996 IEEE International Symposium on Circuits and Systems (ISCAS), 73-76, 1996
Gaussian mixture model-based segmentation of MR images taken from premature infant brains
H Merisaari, R Parkkola, E Alhoniemi, M Teräs, L Lehtonen, L Haataja, ...
Journal of neuroscience methods 182 (1), 110-122, 2009
Unsupervised pattern recognition methods for exploratory analysis of industrial process data
E Alhoniemi
Helsinki University of Technology, 2002
Monitoring industrial processes using the self-organizing map
J Ahola, E Alhoniemi, O Simula
SMCia/99 Proceedings of the 1999 IEEE Midnight-Sun Workshop on Soft …, 1999
Estimating printed circuit board assembly times using neural networks
F Vainio, M Maier, T Knuutila, E Alhoniemi, M Johnsson, OS Nevalainen
International Journal of Production Research 48 (8), 2201-2218, 2010
Agglomerative independent variable group analysis
A Honkela, J Seppä, E Alhoniemi
Neurocomputing 71 (7-9), 1311-1320, 2008
Independent variable group analysis
K Lagus, E Alhoniemi, H Valpola
International Conference on Artificial Neural Networks, 203-210, 2001
SOM based analysis of pulping process data
O Simula, E Alhoniemi
International Work-Conference on Artificial Neural Networks, 567-577, 1999
Compact modeling of data using independent variable group analysis
E Alhoniemi, A Honkela, K Lagus, SJ Seppä, P Wagner, H Valpola
IEEE Transactions on Neural Networks 18 (6), 1762-1776, 2007
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