An expert system design to diagnose cancer by using a new method reduced rule base
Sign Up to like & getrecommendations! Published in 2018 at "Computer methods and programs in biomedicine"
DOI: 10.1016/j.cmpb.2018.01.020
Abstract: BACKGROUND AND OBJECTIVES A Medical Expert System (MES) was developed which uses Reduced Rule Base to diagnose cancer risk according to the symptoms in an individual. A total of 13 symptoms were used. With the… read more here.
Keywords: reduced rule; diagnose cancer; rule base; diagnosis ... See more keywords
Generic Disjunctive Belief-Rule-Base Modeling, Inferencing, and Optimization
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Transactions on Fuzzy Systems"
DOI: 10.1109/tfuzz.2019.2892348
Abstract: The combinatorial explosion problem is a great challenge for belief rule base (BRB) when a complex system has overnumbered attributes and/or referenced values for the attributes. This is because the BRB is conventionally constructed under… read more here.
Keywords: modeling inferencing; optimization; rule base; belief rule ... See more keywords
Monotone Fuzzy Rule Interpolation for Practical Modelling of the Zero-Order TSK Fuzzy Inference System
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Fuzzy Systems"
DOI: 10.1109/tfuzz.2021.3057239
Abstract: Formulating a generalized monotone fuzzy rule interpolation (MFRI) model is difficult. A complete and monotone fuzzy rule-base is essential for devising a monotone zero-order TSK FIS model. However, such a complete and monotone fuzzy rule-base… read more here.
Keywords: fuzzy rule; rule base; monotone fuzzy; fuzzy ... See more keywords
Compact Belief Rule Base Learning for Classification with Evidential Clustering †
Sign Up to like & getrecommendations! Published in 2019 at "Entropy"
DOI: 10.3390/e21050443
Abstract: The belief rule-based classification system (BRBCS) is a promising technique for addressing different types of uncertainty in complex classification problems, by introducing the belief function theory into the classical fuzzy rule-based classification system. However, in… read more here.
Keywords: classification; rule base; compact belief; belief rule ... See more keywords