Details zur Publikation

Referenztyp Buchkapitel
DOI / URL Link
Titel (primär) Categorised counting mediated by blotting membrane systems for particle-based data mining and numerical algorithms
Titel (sekundär) Membrane Computing. 15th International Conference, CMC 2014, Prague, Czech Republic, August 20-22, 2014, Revised Selected Papers
Autor Hinze, T.; Grützmann, K.; Höckner, B.; Sauer, P.; Hayat, S.;
Journal / Serie Lecture Notes in Computer Science
Erscheinungsjahr 2014
Department IMMU;
Sprache englisch;
POF III (gesamt) F11;
UFZ Querschnittsthemen RU3;
Abstract Blotting turns out to be a rather common and effective approach in molecular information processing. An initial pool of molecules considered as sets of individual data becomes spatially separated according to the presence or absence of specific attributes like weight index or chemical groups and labels. In this connection, molecules with similar properties form a spot or blot. Finally, each blot can be visualised or analysed revealing a corresponding score index or count from the number of accumulated molecules. The entire variety of blots which emerge over time provides crucial and condensed information about the molecular system under study. Inspired by the idea to obtain significant data reduction while keeping the essential characteristics of the molecular system as output, we introduce blotting membrane systems as a modelling framework open for numerous applications in data mining. By means of three dedicated case studies, we demonstrate its descriptive capability from an explorative point of view. Our case studies address particle-based numerical integration, which suggests a model for the synchronised 17-year life cycle of Magicicadas. Furthermore, we exemplify electrophoresis as a way to carry out a variant of bucket sort.
ID 15694
dauerhafte UFZ-Verlinkung https://www.ufz.de/index.php?en=20939&ufzPublicationIdentifier=15694
Hinze, T., Grützmann, K., Höckner, B., Sauer, P., Hayat, S. (2014):
Categorised counting mediated by blotting membrane systems for particle-based data mining and numerical algorithms
Membrane Computing. 15th International Conference, CMC 2014, Prague, Czech Republic, August 20-22, 2014, Revised Selected Papers
Lect. Notes Comput. Sci.
Springer, Berlin, Heidelberg, New York, p. 241 - 257