Erkki Oja - Selected publications#

Hyvärinen, A., Karhunen, J. and Oja, E.: Independent Component Analysis. New York, NY: J. Wiley (2001). Japanese translation, Tokyo Denki University Press, Tokyo (2005). Chinese translation, Publishing House of Electronics Industry, Beijing (2007).
Citations in Google Scholar: 6772

Hyvärinen, A. and Oja, E.: Independent Component Analysis: algorithms and applications. Neural Networks 13, no. 4 – 5, pp. 411 - 430 (2000). Citations: 2958

Hyvärinen, A. and Oja, E.: A fast fixed-point algorithm for Independent Component Analysis. Neural Computation 9, pp. 1483 - 1492 (1997). Citations: 2429

Oja, E.: A simplified neuron model as a principal component analyser. J. of Mathematical Biology 15, pp. 267 - 273 (1982). Citations: 1503.

Oja, E.: Subspace Methods of Pattern Recognition. Research Studies Press and J. Wiley (1983). Citations: 799.

Oja, E.: Neural networks, principal components, and subspaces. Int. J. Neural Systems 1, pp. 61 - 68 (1989). Citations: 742.

Oja, E.: Principal components, minor components, and linear neural networks. Neural Networks 5, pp. 927 - 935 (1992). Citations: 622.

Xu, L., Oja, E. and Kultanen, P.: A new curve detection method: Randomized Hough Transform. Pattern Rec. Letters 11, pp. 331 - 338 (1990). Citations: 591.

Xu, L., Krzyzak, A. and Oja, E.: Rival penalized competitive learning for clustering analysis, RBF net, and curve detection. IEEE Trans. on Neural Networks 4, pp. 636 - 649 (1993). Citations: 528

Kohonen, T., Oja, E., Simula, O., Visa, A. and Kangas, J.: Engineering applications of the Self-Organizing Map. Proc. IEEE 84, pp. 1358 - 1384 (1996). Citations: 521.