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A comprehensive review on paraconsistent annotated evidential logic: Algorithms, Applications, and Perspectives.
- Source :
-
Engineering Applications of Artificial Intelligence . Jan2024:Part B, Vol. 127, pN.PAG-N.PAG. 1p. - Publication Year :
- 2024
-
Abstract
- This paper reviews the paraconsistent annotated evidential logic (PAL E τ) research. This non-classical logic has gained attention in several real-world applications, including robotics, intelligent control, decision-making systems, pattern recognition and classification, and medical diagnosis, among others. The low-complexity mathematics and small computational resources required by PAL E τ algorithms make them interesting for expert systems, edge computing, and tiny machine learning (Tiny ML) design. This paper aims to present the recent work in the field of PAL E τ , from its theoretical grounding to practical applications, as well as challenges and trends for this logic. This paper provides a multilevel platform for researchers interested in this area. • Brief historical review of paraconsistent logic until PAL Et. • PAL Et concept, math and basic algorithm. • Systems developed from PAL Et, including Para-Analyzer, PAN, ParaExtrCTR, PANet, PAL2v Filter and PNN. • PAL Et engineering and IA applications. • Perspectives of future PAL Et developments. [ABSTRACT FROM AUTHOR]
Details
- Language :
- English
- ISSN :
- 09521976
- Volume :
- 127
- Database :
- Academic Search Index
- Journal :
- Engineering Applications of Artificial Intelligence
- Publication Type :
- Academic Journal
- Accession number :
- 173785029
- Full Text :
- https://doi.org/10.1016/j.engappai.2023.107342