Connectionist expert systems are artificial neural network (ANN) based expert systems where the ANN generates inferencing rules e.g., fuzzy-multi layer perceptron where linguistic and natural form of inputs are used. Apart from that, rough set theory may be used for encoding knowledge in the weights better and also genetic algorithms may be used to optimize the search solutions better. Symbolic reasoning methods may also be incorporated (see hybrid intelligent system). (Also see expert system, neural network, clinical decision support system.)
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Connectionistexpertsystems are artificial neural network (ANN) based expertsystems where the ANN generates inferencing rules e.g., fuzzy-multi layer...
intelligence (AI), an expertsystem is a computer system emulating the decision-making ability of a human expert. Expertsystems are designed to solve...
intelligent system that applies logical rules to the knowledge base to deduce new information. The first inference engines were components of expertsystems. The...
An expertsystem for mortgages is a computer program that contains the knowledge and analytical skills of human authorities, related to mortgage banking...
building, maintaining and using knowledge-based systems. One of the first examples of an expertsystem was MYCIN, an application to perform medical diagnosis...
and various connectionist approaches. This section provides a non-exhaustive and informal categorisation of common types of reasoning system. These categories...
chaining is a popular implementation strategy for expertsystems, business and production rule systems. The opposite of forward chaining is backward chaining...
domain software tool for building expertsystems. The name is an acronym for "C Language Integrated Production System." The syntax and name were inspired...
from Cycorp. The source code written in CycL released with the OpenCyc system is licensed as open source, to increase its usefulness in supporting the...
standard automated deduction. John Pollock's OSCAR system is an example of an automated argumentation system that is more specific than being just an automated...
is a computer language designed to enable systems to share and re-use information from knowledge-based systems. KIF is similar to frame languages such as...
contemporary control and reasoning architectures like expertsystems and the blackboard system. The following define the general requirements for the...
forward-chaining inference. The backward chaining approach is often employed by expertsystems. Programming languages such as Prolog, Knowledge Machine and ECLiPSe...
Language" (PDF). First International Conference on Web Reasoning and Rule Systems (RR 2007). Kaarel Kaljurand; Norbert E. Fuchs (2007). "Verbalizing OWL...
knowledge basis by linking the collective knowledge and the input of non-expert people. Knowledge-based approaches can be separated into approaches based...
rules. Rule-based systems were the predominant knowledge representation mechanism for virtually all early expertsystems. Rule-based systems provided acceptable...
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