Automatic construction of concept hierarchies: The case of foliage-dwelling spiders

Ecological Modelling

Volumn 191, Issue 1, 2006, Pages 144-158

  Žnidaršič, Martin ^a   Jakulin, Aleks ^a   Džeroski, Sašo ^a   Kampichler, Christian ^b  

^a JO EF STEFAN INSTITUTE   (Slovenia)

^b UNIVERSIDAD JUÁREZ AUTÓNOMA DE TABASCO   (Mexico)

Author keywords

Data based hierarchy construction; Feature construction; Field margins; Hierarchical models; Interaction analysis; Spiders

Indexed keywords

ECOLOGY; FUZZY SETS;

DATA-BASED HIERARCHY CONSTRUCTION; FIELD MARGINS; SPIDERS;

VEGETATION;

COMMUNITY STRUCTURE; ECOLOGICAL MODELING; FIELD MARGIN; HIERARCHICAL SYSTEM; SPIDER;

ARANEAE;

EID: 28444477617     PISSN: 03043800     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ecolmodel.2005.08.023     Document Type: Conference Paper

References (21)

1. G. Anderlik-Wesinger, J. Barthel, J. Pfadenhauer, and H. Plachter Einflußstruktureller und floristischer Ausprägungen von Rainen in der Agrarlandschaft auf Spinnen (Araneae) der Krautschicht Verh. Ges. Ökol. 26 1996 711 720
2. M. Baines, C. Hambler, P.J. Johnson, D.W. Macdonald, and H. Smith The effects of abale field management on the abundance and species richness of Araneae (spiders) Ecography 21 1998 74 86
3. J. Barthel, and H. Placher Significance of field margins for foliage-dwelling spiders (Arachnida, Araneae) in an agricultural landscape of Germany Rev. Suisse Zool. 1996 45 59 vol. hors serie
4. Chang, C.-C., Lin, C.-J., 2001. LIBSVM: a library for support vector machines. Software available at http://www.csie.ntu.edu.tw/~cjlin/libsvm.
5. Demšar, J., Zupan, B., 2004. Orange: From Experimental Machine Learning to Interactive Data Mining. White Paper. Faculty of Computer and Information Science, University of Ljubljana, Slovenia. http://www.ailab.si/ orange
6. H. Ellenberg, H.E. Weber, R. Düll, V. Wirth, W. Werner, and D. Paulißen Zeigerwerte von Pflanzen in Mitteleuropa Scripta Geobot. 18 1992 1 258
7. U.M. Fayyad, and K.B. Irani Multi-interval discretization of continuous-valued attributes for classification learning R. Bajcsy Proceedings of the 13th International Joint Conference on Artificial Intelligence (IJCAI 1993) 1993 1022 1029
8. C.W. Gibson, C. Hambler, and V.K. Brown Changes in spider (Araneae) assemblages in relation to succession and grazing management J. Appl. Ecol. 29 1992 132 142
9. A. Jakulin, and I. Bratko Analyzing attribute dependencies. N. Lavrač D. Gamberger H. Blockeel L. Todorovski Proceedings of the Seventh European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD 2003) 2003 229 240
10. A. Jakulin, and I. Bratko Testing the significance of attribute interactions R. Greiner D. Schuurmans Proceedings of the 21st Inter- national Conference on Machine Learning (ICML-2004) 2004 409 416
11. C. Kampichler, J. Barthel, and R. Wieland Species density of foliage-dwelling spiders in field margins: a simple fuzzy rule-based model Ecol. Model. 129 2000 87 99
12. B.G. Mackey, and D.B. Lindenmayer Towards a hierarchical framework for modelling the spatial distributions of animals J. Biogeogr. 28 2001 1147 1166
13. W.J. McGill Multivariate information transmission Psychometrika 19 2 1954 97 116
14. N.L. Poff Landscape filters and species traits: towards mechanistic understanding and prediction in stream ecology J. North Am. Benthol. Soc. 16 1997 391 409
15. C. Rajski A metric space of discrete probability distributions Informat. Contr. 4 1961 373 377
16. Schröder, B., Reineking, B., 2004. Modellierung der Art-Habitat-Beziehung - ein Überblick über die Verfahren der Habitatmodellierung. In: Dormann, C.F., Blaschke, T., Lausch, A., Schröder, B., Söndgerath, D. (Eds.), Habitatmodelle - Methodik, Anwendung, Nutzen, UFZ-Berichte, 9/2004, pp. 5-26.
17. A. Struyf, M. Hubert, and P.J. Rousseeuw Integrating robust clustering techniques in S-PLUS Comput. Statist. Data Anal. 26 1997 17 37
18. M.B. Thomas, S.D. Wratten, and N.W. Sotherton Creation of 'island' habitats in farmland to manipulate populations of beneficial arthropods: predator densities and species composition J. Appl. Ecol. 29 1992 524 531
19. B. Zupan, M. Bohanec, J. Demšar, and I. Bratko Feature transformation by function decomposition IEEE Intell. Syst. Appl. 13 1998 38 43
20. B. Zupan, M. Bohanec, J. Demšar, and I. Bratko Learning by discovering concept hierarchies Artif. Intell. 109 1999 211 242
21. M. Žnidaršič, and M. Bohanec Revision of qualitative multi-attribute decision models R. Meredith G. Shanks D. Arnott S. Carlsson Proceedings of the 2004 IFIP International Conference on Decision Support Systems (DSS2004) 2004 881 888