| Feature extraction by non-parametric mutual information maximization K Torkkola Journal of machine learning research 3 (Mar), 1415-1438, 2003 | 888 | 2003 |
| A multi-horizon quantile recurrent forecaster R Wen, K Torkkola, B Narayanaswamy, D Madeka arXiv preprint arXiv:1711.11053, 2017 | 511 | 2017 |
| 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 | 456 | 2009 |
| Blind separation of convolved sources based on information maximization K Torkkola Neural Networks for Signal Processing VI. Proceedings of the 1996 IEEE …, 1996 | 418 | 1996 |
| LVQ_PAK:The Learning Vector Quantization Program Package T Kohonen, J Hynninen, J Kangas, J Laaksonen, K Torkkola | 379 | 1996 |
| Method and apparatus for classifying vehicle operator activity state K Torkkola, NS Massey, RH Leivian US Patent 7,292,152, 2007 | 359 | 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 | 287 | 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 | 230 | 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 | 210 | 2006 |
| Evaluation of blind signal separation methods DWE Schobben, K Torkkola, P Smaragdis conference; ICA'99, International Workshop on Independent Component Analysis …, 1999 | 202 | 1999 |
| Blind separation for audio signals-are we there yet? K Torkkola First International Workshop on Independent component analysis and blind …, 1999 | 199 | 1999 |
| Mutual information in learning feature transformations K Torkkola, WM Campbell ICML, 1015-1022, 2000 | 183 | 2000 |
| Blind separation of delayed sources based on information maximization K Torkkola 1996 IEEE International Conference on Acoustics, Speech, and Signal …, 1996 | 168 | 1996 |
| Linear discriminant analysis in document classification K Torkkola IEEE ICDM workshop on text mining 29, 2001 | 128 | 2001 |
| Forecasting with trees T Januschowski, Y Wang, K Torkkola, T Erkkilä, H Hasson, J Gasthaus International Journal of Forecasting 38 (4), 1473-1481, 2022 | 99 | 2022 |
| Discriminative features for text document classification K Torkkola Pattern Analysis & Applications 6 (4), 301-308, 2004 | 87 | 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 | 81 | 2004 |
| An efficient way to learn English grapheme-to-phoneme rules automatically K Torkkola 1993 IEEE International Conference on Acoustics, Speech, and Signal …, 1993 | 78 | 1993 |
| 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 | 68 | 1991 |
| Nonlinear feature transforms using maximum mutual information K Torkkola IJCNN'01. International Joint Conference on Neural Networks. Proceedings …, 2001 | 64 | 2001 |
