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Multi-Source Multi-Attribute Data Fusion

Tatjana Petkovic, Risto Lahdelma, Multi-Source Multi-Attribute Data Fusion. In: Ville Könönen Matti Pöllä Olli Simula Timo Honkela (Ed.), Proceedings of International and Interdisciplinary Conference on Adaptive Knowledge Representation and Reasoning (AKRR'05), 26-32, 2005.

Abstract:

A framework for a multi-attribute multi-source data fusion is
described. Uncertainty of data is modeled by fuzzy sets. The
problem is considered on a general level. Credibility of sources,
compatibility of data, as well as their reasonableness, are taken
into consideration. The proposed method is illustrated by an
example.

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Abstract in PDF-format

BibTeX entry:

@INPROCEEDINGS{inpPeLa05a,
  title = {Multi-Source Multi-Attribute Data Fusion},
  booktitle = {Proceedings of International and Interdisciplinary Conference on Adaptive Knowledge Representation and Reasoning (AKRR'05)},
  author = {Petkovic, Tatjana and Lahdelma, Risto},
  editor = {Timo Honkela, Ville Könönen Matti Pöllä Olli Simula},
  pages = {26-32},
  year = {2005},
}

Belongs to TUCS Research Unit(s): Algorithmics and Computational Intelligence Group (ACI)

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