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Decision Networks

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Rough Sets and Current Trends in Computing (RSCTC 2004)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 3066))

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Abstract

A decision network is a finite, directed acyclic graph, nodes of which represent logical formulas, whereas branches – are interpreted as decision rules. Every path in the graph represents a chain of decision rules, which describe compound decision.

Some properties of decision networks will be given and a simple example will illustrate the presented ideas and show possible applications.

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References

  1. Łukasiewicz, J.: Die logishen Grundlagen der Wahrscheinilchkeitsrechnung. Kraków (1913); In: Borkowski, L. (ed.): Jan Łukasiewicz – Selected Works, pp. 16–63. North Holland Publishing Company, Polish Scientific Publishers, Amsterdam, London, Warsaw (1970)

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  2. Pawlak, Z.: Probability, Truth and Flow Graphs. In: Skowron, A., Szczuka, M. (eds.) RSKD – International Workshop and Soft Computing, ETAPS 2003, Warsaw, pp. 1–9 (2003)

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  3. Pawlak, Z.: Flow graphs and decision algorithms. In: Wang, G., Liu, Q., Yao, Y.Y., Skowron, A. (eds.) RSFDGrC 2003. LNCS (LNAI), vol. 2639, pp. 1–11. Springer, Heidelberg (2003)

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  4. Słowiński, R., Greco, S.: A note on dependency factor (manuscript)

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Author information

Authors and Affiliations

  1. Institute for Theoretical and Applied Informatics, Polish Academy of Sciences, ul. Bałtycka 5, 44-100, Gliwice, Poland

    Zdzisław Pawlak

  2. Warsaw School of Information Technology, ul. Newelska 6, 01-447, Warsaw, Poland

    Zdzisław Pawlak

Authors
  1. Zdzisław Pawlak
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Editor information

Editors and Affiliations

  1. Shimane University, 89-1 Enya-cho Izumo, 6938501, Shimane, Japan

    Shusaku Tsumoto

  2. Systems Research Institute, Polish Academy of Sciences, 01-447, Warsaw, Poland

    Roman Słowiński

  3. The Linnaeus Centre for Bioinformatics, Uppsala University, Uppsala, Sweden

    Jan Komorowski

  4. Institute of Computer Science, Polish Academy of Sciences, 01–237, Warsaw, Poland

    Jerzy W. Grzymała-Busse

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© 2004 Springer-Verlag Berlin Heidelberg

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Pawlak, Z. (2004). Decision Networks. In: Tsumoto, S., Słowiński, R., Komorowski, J., Grzymała-Busse, J.W. (eds) Rough Sets and Current Trends in Computing. RSCTC 2004. Lecture Notes in Computer Science(), vol 3066. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-25929-9_1

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  • DOI: https://doi.org/10.1007/978-3-540-25929-9_1

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-22117-3

  • Online ISBN: 978-3-540-25929-9

  • eBook Packages: Springer Book Archive

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