Allocation of oaks to Kraft classes based on linear and nonlinear kernel discriminant variables
By: Bogna Zawieja and Katarzyna Kaźmierczak
References
- Anderson T.W. (2003): An introduction to multivariate statistical analysis. New York, Wiley.
- Baudat G., Anour F. (2000): Generalized discriminant analysis using a kernel approach. Neural Computation 12: 2385-2404.
- Deręgowski K., Krzyśko M. (2014): A kernel based learning algorithm combining kernel discriminant coordinates and kernel principal components. Biometrical Letters 51(1): 57-73.
- Grala-Michalak J., Kaźmierczak K. (2011): Discriminant analysis for Kraft’s classes of trees. Biometrical Letters 48(1): 67-81.
- Jaworski A. (2004): Fundamentals of incremental and ecological regeneration and stands tending (in Polish). Państwowe Wydawnictwo Rolnicze i Leśne, Warsaw, Poland.
- Jing Z., Weiqing M., Ye Z. (2015): Fisher Linear Discriminant Method for Forest Fire Risk Points on Transmission Line. International Journal of Smart Home. 9(4): 25-34. http://dx.doi.org/10.14257/ijsh.2015.9.4.03
- Kaźmierczak K. (2009): Selected measures of the growth space of a single tree in maturing pine stand (in Polish). Sylwan 5: 298-303.
- Kaźmierczak K. (2010): Selected measures of the growth space of a single tree in a 50-year-old Scots pine stand (in Polish). Sylwan 154(4): 267-274.
- Kaźmierczak K. (2012): Selected measures of the growth space of a single tree in a 35-years-old pine stand (in Polish). Sylwan 156(4): 280-286.
- Kaźmierczak K. (2013): The current growth increment of pine tree stands comprising three different age classes (in Polish). Leśne Prace Badawcze, 74(2): 93-100.
- Kornacki J., Ćwik J. (2005): Statistical learning systems (in Polish). WNT Warsaw.
- Kraft G. (1884): Beiträge zur Lehre von den Durchforstungen, Schlagstellungen und Lichtungshieben. Hannover, Klindworth.
- Krzyśko M. (1990): Discriminant analysis (in Polish). WNT, Warsaw.
- Krzyśko M. (2009): Fundamentals of multivariate statistical inference (in Polish). Wydawnictwo Naukowe UAM, Poznań: 267-278.
- Krzyśko M., Wołyński W., Górecki T., Skrzybut M. (2008): Learning systems. Pattern Recognition. Cluster analysis, reduction of dimensionality (in Polish). WNT Warsaw.
- Mika S., Rätsch G., Weston J., Schölkopf B., Müller K.R. (1999): Fisher discriminant analysis with kernels. In: Neural Networks for Signal Processing, Hu Y.H., Larsen J., Wilson E., and Douglas S. (eds.), IX: 41-48.
- Thessler S., Sesnie S., Ramos Bendaña Z.S., Ruokolainen K., Tomppo E., Finegan B. (2008): Using k-nn and discriminant analyses to classify rain forest types in a Landsat TM image over northern Costa Rica. Remote Sensing of Environment, 112(5): 2485-2494.
- Zawieja B., Kaźmierczak K. (2015): The method of standing trees allocation to different biosocial classes. Colloquium Biometricum 45: 78-92.
Language: English
Page range: 37 - 46
Published on: Jun 8, 2016
Published by: Polish Biometric Society
In partnership with: Paradigm Publishing Services
Publication frequency: 2 issues per year
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© 2016 Bogna Zawieja, Katarzyna Kaźmierczak, published by Polish Biometric Society
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License.