106
P. Goethals' A. Dedecker' W. Gabriels . N. De Pauw
Caldarelli G, Higgs PG, McKane AJ (1998) Modelling coevolution in multispecies
communities. Journal ofTheoretical Biology, 193,345-358
Carchon P, De Pauw N (1997) Development of a methodology for the assessment of
surface waters. Study by order of the Flemish Environmental Agency (VMM). Ghent
University, Laboratory of Environmental Toxicology and Aquatic Ecology, Gent, 55p
(in Dutch)
Cestnik B, Kononenko I, Bratko I (1987) ASSIST ANT 86: A knowledge elicitation tool
for sophisticated users. In: Bratko, I. & Lavrak, N. Progress in machine leaming.
Sigma Press, Wilmslow
Dedecker A (2001) Modelling of macroinvertebrate communities in the Zwalm River basin
by means of artificial neural networks. M. Eng. thesis, Ghent University, Faculty of
Applied Biological Sciences, in preparation (in Dutch)
D'Heygere T, Goethals P, De Pauw N (2001) Application of genetic algorithrns for input
variables selection of decision tree models predicting mollusca in unnavigable Flemish
watercourses. Mededelingen Faculteit Landbouwkundige en Toegepaste Biologische
Wetenschappen, Ghent University, Gent, Belgium (in press)
Demuth H, Beale M (1998) Neural Network Toolbox for use with MATLAB. User's guide.
Version 3.0. The Mathworks, Inc., Natick, USA
De Pauw N (2000) Using RIVPACS as a modeling tool to predict the impacts of
environmental changes. p. 311-314. In: Wright, J.F., Sutcliffe, D.W., & Furse, M.T.
Assessing the biological quality of fresh waters: RIVPACS and other techniques. FBA,
Ambleside (UK)
De Pauw N, Vanhooren G (1983) Method for biological assessment of watercourses in
Belgium. Hydrobiologia, 100, 153-168
De Pauw N, Vannevel R (1993) Macroinvertebrates and water quality. Dossiers Stichting
Leefmilieu 11: Stichting Leefmilieu, Antwerp (in Dutch)
Dzeroski S, Grbovic J, Walley WJ (1997) Machine leaming applications in biological
classification of river water quality, p. 429-448. In: Michalski, R.S., Bratko, 1. &
Kubat, M. Machine leaming and data mining: methods and applications. John Wiley &
Sons Ltd., New York
Gabriels W, Goethals PLM, Heylen S, De Cooman W, De Pauw N (2000) Modelling
benthic macro-invertebrate communities in Flanders using artificial neural networks.
IWA, Proc. Watermatex 2000 Symposium, Ghent. p. 1.143-1.146
Goethals P, De Pauw N (2001) Development of a concept for integrated ecological river
assessment in Flanders, Belgium. Journal of Limnology (in press)
Goethals P, Dzeroski S, Vanrolleghem P, De Pauw N (2001) Prediction of benthic
macroinvetebrate taxa (Asellidae and Tubificidae) in watercourses of Flanders by
means of classification trees. Paper submitted at the lW A 2
nd World Water Congress
Berlin 2001
Gronewold A, Sonnenschein M (1998) Event-based modelling of ecological systems with
asynchronous cellular automata. Ecological Modelling, 108,37-52
Lauryssen F, Tack F, Verloo M (1994) Nitrogen transport in the Zwalm river basin. Water,
75, 46-49 (in Dutch)
Lek S, Guegan JF (1999) Artificial neural networks as a tool in ecological modelling, an
introduction. Ecological Modelling, 120,65-73
NBN (1984) Biological water quality: determination of the biotic index based on aquatic
macroinvertebrates, NBN T92-402. Institut BeIge de Normalisation (IBN) (in Dutch
and French)
P. Goethals' A. Dedecker' W. Gabriels . N. De Pauw
Caldarelli G, Higgs PG, McKane AJ (1998) Modelling coevolution in multispecies
communities. Journal ofTheoretical Biology, 193,345-358
Carchon P, De Pauw N (1997) Development of a methodology for the assessment of
surface waters. Study by order of the Flemish Environmental Agency (VMM). Ghent
University, Laboratory of Environmental Toxicology and Aquatic Ecology, Gent, 55p
(in Dutch)
Cestnik B, Kononenko I, Bratko I (1987) ASSIST ANT 86: A knowledge elicitation tool
for sophisticated users. In: Bratko, I. & Lavrak, N. Progress in machine leaming.
Sigma Press, Wilmslow
Dedecker A (2001) Modelling of macroinvertebrate communities in the Zwalm River basin
by means of artificial neural networks. M. Eng. thesis, Ghent University, Faculty of
Applied Biological Sciences, in preparation (in Dutch)
D'Heygere T, Goethals P, De Pauw N (2001) Application of genetic algorithrns for input
variables selection of decision tree models predicting mollusca in unnavigable Flemish
watercourses. Mededelingen Faculteit Landbouwkundige en Toegepaste Biologische
Wetenschappen, Ghent University, Gent, Belgium (in press)
Demuth H, Beale M (1998) Neural Network Toolbox for use with MATLAB. User's guide.
Version 3.0. The Mathworks, Inc., Natick, USA
De Pauw N (2000) Using RIVPACS as a modeling tool to predict the impacts of
environmental changes. p. 311-314. In: Wright, J.F., Sutcliffe, D.W., & Furse, M.T.
Assessing the biological quality of fresh waters: RIVPACS and other techniques. FBA,
Ambleside (UK)
De Pauw N, Vanhooren G (1983) Method for biological assessment of watercourses in
Belgium. Hydrobiologia, 100, 153-168
De Pauw N, Vannevel R (1993) Macroinvertebrates and water quality. Dossiers Stichting
Leefmilieu 11: Stichting Leefmilieu, Antwerp (in Dutch)
Dzeroski S, Grbovic J, Walley WJ (1997) Machine leaming applications in biological
classification of river water quality, p. 429-448. In: Michalski, R.S., Bratko, 1. &
Kubat, M. Machine leaming and data mining: methods and applications. John Wiley &
Sons Ltd., New York
Gabriels W, Goethals PLM, Heylen S, De Cooman W, De Pauw N (2000) Modelling
benthic macro-invertebrate communities in Flanders using artificial neural networks.
IWA, Proc. Watermatex 2000 Symposium, Ghent. p. 1.143-1.146
Goethals P, De Pauw N (2001) Development of a concept for integrated ecological river
assessment in Flanders, Belgium. Journal of Limnology (in press)
Goethals P, Dzeroski S, Vanrolleghem P, De Pauw N (2001) Prediction of benthic
macroinvetebrate taxa (Asellidae and Tubificidae) in watercourses of Flanders by
means of classification trees. Paper submitted at the lW A 2
nd World Water Congress
Berlin 2001
Gronewold A, Sonnenschein M (1998) Event-based modelling of ecological systems with
asynchronous cellular automata. Ecological Modelling, 108,37-52
Lauryssen F, Tack F, Verloo M (1994) Nitrogen transport in the Zwalm river basin. Water,
75, 46-49 (in Dutch)
Lek S, Guegan JF (1999) Artificial neural networks as a tool in ecological modelling, an
introduction. Ecological Modelling, 120,65-73
NBN (1984) Biological water quality: determination of the biotic index based on aquatic
macroinvertebrates, NBN T92-402. Institut BeIge de Normalisation (IBN) (in Dutch
and French)