Combining methodical procedures from knowledge discovery in databases and individual-oriented simulation: Data mining in time series

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 1933, Issue , 2000, Pages 169-182

  Köster, Frank ^a   Radtke, Roland ^b   Westphal, Bernd ^a   Sonnenschein, Michael ^a  

^a OFFIS INSTITUTE FOR INFORMATION TECHNOLOGY   (Germany)

^b MICROSOFT   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

DATA HANDLING; DATA MINING; INFORMATION ANALYSIS; SYSTEMS ANALYSIS;

CAUSE-AND-EFFECT RELATIONSHIPS; ENVIRONMENTAL SYSTEMS; EPIDEMIOLOGICAL STUDIES; HEALTH-CARE MANAGEMENTS; INDIVIDUAL ORIENTED SIMULATIONS; KNOWLEDGE DISCOVERY IN DATABASE; MODEL AND SIMULATION; STATE OF HEALTH;

DECISION MAKING;

EID: 84954417060     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: None     Document Type: Conference Paper

References (22)

1. Berthold, M. and Hand, D.J. (eds.): Intelligent Data Analysis: An Introduction. Springer-Verlag (1999).
2. Dahmann, J.S., Kuhl, F., and Wetherly R.: Standards for Simulation: As Simple as Possible But Not Simpler-The High Level Architecture for Simulation. Simulation (Special Issue: High-Level-Architecture) 71:6, 7 378-387 (1998).
3. Darwin, C.R.: The Origin of Species: By Means of Natural Selection or The Preservation of Favoured Races in the Struggle for Life. Oxford Univ. Press-London, a repr. of the 6th ed. (1968).
4. DeAngelis, D.L. and Gross, L.J. (eds.): Individual-based Models and Approaches in Ecology. Chapman Hall (1992).
5. Fayyad, U., Piatetsky-Shapiro, G., and Smyth, P.: From data mining to knowledge discovery in databases. Ai Magazine, 17:37-54 (1996).
6. Fishwick, P.A.: Simulation Model Design and Execution-Building Digital Worlds. Prentice-Hall (1995).
7. Fogel, D.B.: Evolutionary Computation: Towards a New Philosophy of Machine Intelligence. Ieee Press, Piscataway, Ny (1995).
8. Friebe, J.: Softwarekomponenten für Gis im Internet. In: Hypermedia im Umweltschutz und Betriebliche Umweltinformationssysteme. Metropolis-Verlag (1999).
9. Hoffmeister, F.: Scalable Parallelism by Evolutionary Algorithms. In Grauer, M. and Pressmar, D.B. (eds.), Parallel Computing and Mathematical Opimization, Springer-Verlag, pages 177-198 (1991).
10. Hogeweg, P. and Hesper B.: Individual-Oriented Modeling in Ecology. Mathl. Comput. Modeling, Vol. 13/6, pages 83-90 (1990).
11. Holland, J.H.: Adaption in Natural and Artificial Systems. Univerity of Michigan Press, Ann Arbor (1975).
12. Holsheimer, M. and Siebes, A.P.J.M.: Data Mining: The Search for Knowledge in Databases. Centrum voor Wiskunde en Informatica (Cwi), P.o. box 94079, 1090 Gb Amsterdam, The Netherlands, Report Cs-r9406 (1994).
13. Köster, F.: Techniken des Knowledge Discovery in Databases zur Analyse von Simulationen am Beispiel individuenorientierter Simulationsmodelle der Umweltepidemiologie. Bericht zum Workschop der Fachgruppe 4.5-Modellbildung und Simulation in Umweltanwendungen. 12-14. März 2000 in Hamburg-im Druck.
14. Köster, F. and Sonnenschein, M.: Individual-Oriented Modeling and Simulation-An Approach to Support Epidemiological Research. In: Anderson, J.G., Katzper, M. (eds.): 1998 Medical Science Simulation Conference. Scs, pages 73-78 (1998).
15. Köster, F. and Sonnenschein, M.: An Approach to the Creation and Validation of Hypotheses about Cause-and-Effect Relationships in Individual-Oriented Models by Knowledge Discovery in Databases. In: Anderson, J.G., Katzper, M. (eds.): 1999 Medical Science Simulation Conference. Scs, pages 139-144 (1999).
16. Koza, J.R.: Genetic Programming: On the Programming of Computers by Means of Natural Selection, Complex Adaptive Systems. Mit Press, Cambridge, Ma (1992).
17. Lorek, H. and Sonnenschein, M.: Object-oriented support for modelling and simulation of individual-oriented ecological models. Ecological Modelling 108, pages 77-96 (1998).
18. Louis, A.K., Maaβ, P., and Rieder, A.: Wavelets-Theorie und Anwendungen. Teubner Verlag (1998).
19. Sanders, R.E.: Odbc 3.5 Developer's Guide, McGraw-Hill Series on Data Warehousing and Data Management (1998).
20. Weiland, S.K., von Mutius, E., and Keil, U. (for the Isaac Steering Committee): Die International Study of Asthma and Allergies in Childhood (Isaac): Forschungsstrategie, Methoden und Ausblick. In Allergologie 22:275-82 (1999).
21. World Health Organization (Who): Guidelines on Studies in Environmental Epidemiology. International Program on Chemical Safety, Who-Geneva (1983).
22. Woods, E. and Kyral, E.: Ovum Evaluates: Data Mining. Ovum Evaluates, Ovum Ltd. (1997).