Kari Torkkola
Kari Torkkola
Senior Principal Research Scientist, Amazon.com
E-mail confirmado em amazon.com
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Feature extraction by non-parametric mutual information maximization
K Torkkola
Journal of machine learning research 3 (Mar), 1415-1438, 2003
8022003
Blind separation of convolved sources based on information maximization
K Torkkola
Neural Networks for Signal Processing VI. Proceedings of the 1996 IEEE …, 1996
4041996
LVQ_PAK:The Learning Vector Quantization Program Package
T Kohonen, J Hynninen, J Kangas, J Laaksonen, K Torkkola
3461996
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
3372009
Method and apparatus for classifying vehicle operator activity state
K Torkkola, NS Massey, RH Leivian
US Patent 7,292,152, 2007
2782007
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
2382005
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
2101992
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
1952006
Evaluation of blind signal separation methods
D el Schobben, K Torkkola, P Smaragdis
1941999
Blind separation for audio signals-are we there yet?
K Torkkola
First International Workshop on Independent component analysis and blind …, 1999
1921999
Mutual information in learning feature transformations
K Torkkola, WM Campbell
ICML, 1015-1022, 2000
1772000
Blind separation of delayed sources based on information maximization
K Torkkola
1996 IEEE International Conference on Acoustics, Speech, and Signal …, 1996
1681996
Linear discriminant analysis in document classification
K Torkkola
IEEE ICDM workshop on text mining, 800-806, 2001
1132001
A multi-horizon quantile recurrent forecaster
R Wen, K Torkkola, B Narayanaswamy, D Madeka
arXiv preprint arXiv:1711.11053, 2017
952017
An efficient way to learn English grapheme-to-phoneme rules automatically
K Torkkola
1993 IEEE International Conference on Acoustics, Speech, and Signal …, 1993
811993
Discriminative features for text document classification
K Torkkola
Pattern Analysis & Applications 6 (4), 301-308, 2004
732004
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
682004
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
581991
Nonlinear feature transforms using maximum mutual information
K Torkkola
IJCNN'01. International Joint Conference on Neural Networks. Proceedings …, 2001
572001
Self-organizing maps in mining gene expression data
K Torkkola, RM Gardner, T Kaysser-Kranich, C Ma
Information Sciences 139 (1-2), 79-96, 2001
562001
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