arXiv Open Access 2014

Low-Dimensional Topology of Information Fusion

Avishy Y. Carmi Daniel Moskovich

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Abstrak

We provide an axiomatic characterization of information fusion, on the basis of which we define an information fusion network. Our construction is reminiscent of tangle diagrams in low dimensional topology. Information fusion networks come equipped with a natural notion of equivalence. Equivalent networks `contain the same information', but differ locally. When fusing streams of information, an information fusion network may adaptively optimize itself inside its equivalence class. This provides a fault tolerance mechanism for such networks.

Topik & Kata Kunci

cs.IT

Penulis (2)

Avishy Y. Carmi

Daniel Moskovich

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APA MLA BibTeX

Carmi, A.Y., Moskovich, D. (2014). Low-Dimensional Topology of Information Fusion. https://arxiv.org/abs/1409.5505

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Informasi Jurnal

Tahun Terbit: 2014
Bahasa: en
Sumber Database: arXiv
Akses: Open Access ✓