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Abbreviations
- Information integration:
-
The whole process of obtaining some information from different sources and then using this information to achieve a concrete task.
- Information fusion:
-
A general term that defines the whole area that studies techniques and methods to combine information for achieving a particular goal.
- Aggregation operators:
-
Particular operators that are actually used for combining the information.
Bibliography
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Books and Reviews
[26] gives a general description of the field of aggregation operators, it defines the main operators and discusses a few practical topics about their applications (e. g. parameter determination). (Calvo et al, 2002) is an edited book that contains state-of-the-art chapter on different topics related with aggregation and fusion. A few properties on the aggregation operators (mainly related with inequalities) can be found in the books by Bullen [9] and Bullen, Mitrinović and Vasić [10], and the excellent book by Hardy, Littlewood and Pólya [34]. [14] is an edited volume on fuzzy measures and fuzzy integrals.
[18] is an introduction to multisensor data fusion, a topic very much related with aggregation operators
Alsina C, Frank MJ, Schweizer B (2006) Associative functions: Triangular norms and copulas. World Scientific, Singapore
Calvo T, Mayor G, Mesiar R (2002) Aggregation operators. Physica, Heidelberg
Pap E (2002) Handbook of measure theory, vols I, II. North-Holland, Amsterdam
Yager RR (1988) On ordered weighted averaging aggregation operators in multi-criteria decision making. IEEE Trans Syst Man Cybern 18:183–190
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Torra, V. (2009). Aggregation Operators and Soft Computing. In: Meyers, R. (eds) Encyclopedia of Complexity and Systems Science. Springer, New York, NY. https://doi.org/10.1007/978-0-387-30440-3_15
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