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Neuro-symbolic NLP: taxonomy, assessment, and directions. [PDF]

Front Artif Intell
Chatzikyriakidis S, Lappin S.
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Approximate reasoning with time

Fuzzy Sets and Systems, 1999
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Swapan Raha, Kumar Sankar Ray
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Inverse approximate reasoning

Fuzzy Sets and Systems, 1997
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Esfandiar Eslami, James J. Buckley
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On consequence in approximate reasoning

Journal of Applied Non-Classical Logics, 1994
ABSTRACT The purpose of this paper is to explore the notion of consequence in Approximate Reasoning. While logical consequence has an standard (semantic and syntactic) definition in Exact Logic, several different definitions of that concept can be considered in the Approximate Reasoning framework.
Juan Luis Castro, Enric Trillas, Susana Cubillo   +2 more
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Approximate Reasoning Based on Upper Approximation

2010 IEEE International Conference on Granular Computing, 2010
In order to investigate the approximate information contained in upper approximation, a mathematical structure called a tree-approximate space is defined, which is an extension of an approximate space in rough set theory. By integrating upper approximation with a tree in the tree-approximate space, approximate reasoning is introduced.
Lin Yan, Zhansheng Mou, Fuyou Li, Jinjin Liu, Zidong Zhang   +4 more
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A Symbolic Approximate Reasoning

2007
We study knowledge-based systems using symbolic many-valued logic. In previous papers we have proposed a symbolic representation of nuanced statements. Firstly, we have introduced a symbolic concept whose role is similar to the role of the membership function within a fuzzy context. Using this concept, we have defined linguistic modifiers.
Mazen El-Sayed, Daniel Pacholczyk
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M: AN APPROXIMATE REASONING SYSTEM

International Journal of Pattern Recognition and Artificial Intelligence, 1993
A system of multivalued logical equations and its solution algorithm are put forward in this paper. Based on this work we generalize SLD-resolution into multivalued logic and establish the corresponding truth value calculus. As a result, M, an approximate reasoning system, is built. We present the language and inference rules of M.
Qinping Zhao, Bo Li 0006
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Approximate Reasoning Based on Similarity

MLQ, 2000
The relationships between similarity logic and closure operators are studied. It is shown that the consequence relation defined by Ying, introduced to capture approximate reasoning, is defined by a closure operator being the composition of two closure operators.
Loredana Biacino, Giangiacomo Gerla, Mingsheng Ying   +2 more
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Approximate spatial reasoning

Proceedings of the first international conference on Industrial and engineering applications of artificial intelligence and expert systems - IEA/AIE '88, 1988
It is a truism that much of human reasoning is approximate in nature. Spatial reasoning is an area where humans consistently reason approximately with demonstrably good results. The unique mental processes behind these actions are not well understood.
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Logic of approximation reasoning

1988
An algebraic and set-theoretical approach to approximation reasoning as proposed in [10] and [5] leads to a formulation of a class of first order logics. They are certain intermediate logics equipped with approximation operators dt for t e T — where (T, ≤) is a poset establishing a type of logic under consideration — and with modal connectives Ct of ...
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