Kari Torkkola
Kari Torkkola
Senior Principal Research Scientist,
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Cited by
Cited by
Feature extraction by non-parametric mutual information maximization
K Torkkola
Journal of machine learning research 3 (Mar), 1415-1438, 2003
Feature selection with ensembles, artificial variables, and redundancy elimination
E Tuv, A Borisov, G Runger, K Torkkola
The Journal of Machine Learning Research 10, 1341-1366, 2009
A multi-horizon quantile recurrent forecaster
R Wen, K Torkkola, B Narayanaswamy, D Madeka
arXiv preprint arXiv:1711.11053, 2017
Blind separation of convolved sources based on information maximization
K Torkkola
Neural Networks for Signal Processing VI. Proceedings of the 1996 IEEE …, 1996
LVQ_PAK:The Learning Vector Quantization Program Package
T Kohonen, J Hynninen, J Kangas, J Laaksonen, K Torkkola
Method and apparatus for classifying vehicle operator activity state
K Torkkola, NS Massey, RH Leivian
US Patent 7,292,152, 2007
Evolving feature selection
H Liu, ER Dougherty, JG Dy, K Torkkola, E Tuv, H Peng, C Ding, F Long, ...
IEEE Intelligent systems 20 (6), 64-76, 2005
LVQ PAK: A program package for the correct application of Learning Vector Quantization algorithms
T Kohonen, J Kangas, J Laaksonen, K Torkkola
Proc. IJCNN 92, 725-730, 1992
Feature extraction using information-theoretic learning
KE Hild, D Erdogmus, K Torkkola, JC Principe
IEEE Transactions on Pattern Analysis and Machine Intelligence 28 (9), 1385-1392, 2006
Evaluation of blind signal separation methods
DWE Schobben, K Torkkola, P Smaragdis
conference; ICA'99, International Workshop on Independent Component Analysis …, 1999
Blind separation for audio signals-are we there yet?
K Torkkola
First International Workshop on Independent component analysis and blind …, 1999
Mutual information in learning feature transformations
K Torkkola, WM Campbell
ICML, 1015-1022, 2000
Blind separation of delayed sources based on information maximization
K Torkkola
1996 IEEE International Conference on Acoustics, Speech, and Signal …, 1996
Linear discriminant analysis in document classification
K Torkkola
IEEE ICDM workshop on text mining 29, 2001
Discriminative features for text document classification
K Torkkola
Pattern Analysis & Applications 6 (4), 301-308, 2004
Driver inattention detection through intelligent analysis of readily available sensors
K Torkkola, N Massey, C Wood
Proceedings. The 7th International IEEE Conference on Intelligent …, 2004
An efficient way to learn English grapheme-to-phoneme rules automatically
K Torkkola
1993 IEEE International Conference on Acoustics, Speech, and Signal …, 1993
Forecasting with trees
T Januschowski, Y Wang, K Torkkola, T Erkkilä, H Hasson, J Gasthaus
International Journal of Forecasting 38 (4), 1473-1481, 2022
Status report of the Finnish phonetic typewriter project
K Torkkola, J Kangas, P Utela, S Kaski, M Kokkonen, M Kurimo, ...
Artificial Neural Networks 1, 771-776, 1991
Nonlinear feature transforms using maximum mutual information
K Torkkola
IJCNN'01. International Joint Conference on Neural Networks. Proceedings …, 2001
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