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مرجع دانلود فایلژورنال Particle swarm optimization for ANFIS interpretability and accuracy
ژورنال Particle swarm optimization for ANFIS interpretability and accuracy
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چکیده مقاله انگلیسی : The strength of the adaptive neuro-fuzzy system (ANFIS) involves two contradictory requirements in a common fuzzy modeling problem, i.e. interpretability and accuracy. It is known that simultaneous optimization of accuracy and interpretability will improve performance of the system and avoid over-fitting of data. The objective of this study is the integration of particle swarm optimization (PSO) with ANFIS using modified linguistic and threshold values. This integration is expected to enhance the performance of the ANFIS system in classification problems. PSO is used to tune ANFIS parameters, to improve its classification accuracy. It is also used to find the optimal number of rules and their optimal interpretability. The proposed method has been tested on six standard data sets with different inputs of real and integer data types. The findings indicate that the proposed ANFIS–PSO integration provides a better result for classification, both in interpretab ...Web Results
Particle swarm optimization for ANFIS interpretability and ...
https://link.springer.com/article/10.1007/s00500-014-1498-z
The strength of the adaptive neuro-fuzzy system (ANFIS) involves two contradictory requirements in a common fuzzy modeling problem, i.e. interpretability and accuracy.
Particle swarm optimization for ANFIS interpretability and ...
https://link.springer.com/content/pdf/10.1007/s00500-014-1498-z.pdf
Particle swarm optimization for ANFIS interpretability and accuracy ... Evolutionary algorithms · Particle swarm optimization ... Particle swarm opti-mization ...
ژورنال Particle swarm optimization for ANFIS ...
https://mashmol.sellfile.ir/prod-1663959...
The strength of the adaptive neuro-fuzzy system (ANFIS) involves two contradictory requirements in a common fuzzy modeling problem, i.e. interpretability and accuracy.
Particle swarm optimization for ANFIS interpretability and ...
dl.acm.org/citation.cfm?id=2873729
Particle swarm optimization for ANFIS interpretability and accuracy. Authors: Dian Palupi Rini: Department of Informatics Engineering, Sriwijaya University ...
Particle swarm optimization for ANFIS interpretability and ...
https://pure.utm.my/en/publications/particle-swarm-optimization...
TY - JOUR. T1 - Particle swarm optimization for ANFIS interpretability and accuracy. AU - Rini,Dian Palupi. AU - Shamsuddin,Siti Mariyam. AU - Yuhaniz,Siti Sophiayati
Particle swarm optimization for ANFIS interpretability and ...
https://www.researchgate.net/publication/284949237_Particle_swarm...
On Nov 2, 2014 Dian Palupi Rini (and others) published: Particle swarm optimization for ANFIS interpretability and accuracy
Balanced the Trade-offs Problem of ANFIS using Particle ...
https://www.researchgate.net/profile/Siti_Mariyam_Shamsuddin/...
Balanced the Trade-offs Problem of ANFIS using Particle Swarm Optimization ... accuracy and interpretability of fuzzy ... ANFIS, interpretability, accuracy, ...
Fuzzy Neural Network Optimization by a Particle Swarm ...
https://www.researchgate.net/publication/220871874_Fuzzy_Neural...
Fuzzy Neural Network Optimization by a Particle Swarm Optimization Algorithm. ... Particle swarm optimization for ANFIS interpretability and accuracy
Hybrid PSO-ANFIS Approach for Short-Term Electricity ...
webx.ubi.pt/~catalao/PESGM10_Pousinho.pdf
forecasting accuracy. ... Particle swarm optimization is a heuristic approach first ... Hybrid PSO-ANFIS Approach for Short-Term
Balanced the trade-offs problem of ANFIS using particle ...
https://pure.utm.my/en/publications/balanced-the-trade-offs...
Improving the approximation accuracy and interpretability of ... Balanced the trade-offs problem of ANFIS using particle swarm optimization ... Accuracy. KW - ANFIS. ...
Particle swarm optimization for ANFIS interpretability and ...
Particle swarm optimization for ANFIS interpretability and accuracy ... Evolutionary algorithms · Particle swarm optimization ... Particle swarm opti ...
Particle swarm optimization for ANFIS interpretability and ...
... i.e. interpretability and accuracy. ... optimization of accuracy and interpretability ... of particle swarm optimization (PSO) with ANFIS ...
ژورنال Particle swarm optimization for ANFIS ...
بانک مقالات و ژورنال ... optimization of accuracy and interpretability will ... of particle swarm optimization (PSO) with ANFIS ...
Particle swarm optimization for ANFIS interpretability and ...
Particle swarm optimization for ANFIS interpretability and accuracy. Authors: Dian Palupi Rini: Department of Informatics Engineering, Sriwijaya ...
Particle swarm optimization for ANFIS interpretability and ...
TY - JOUR. T1 - Particle swarm optimization for ANFIS interpretability and accuracy. AU - Rini,Dian Palupi. AU - Shamsuddin,Siti Mariyam. AU - Yuhaniz,Siti ...
Particle swarm optimization for ANFIS interpretability and ...
On Nov 2, 2014 Dian Palupi Rini (and others) published: Particle swarm optimization for ANFIS interpretability and accuracy
Fuzzy Neural Network Optimization by a Particle Swarm ...
Fuzzy Neural Network Optimization by a Particle Swarm Optimization Algorithm. ... Particle swarm optimization for ANFIS interpretability and accuracy
CISUC - Interpretability and Learning in Neuro-Fuzzy …
Interpretability and Learning in Neuro-Fuzzy Systems ... Particle swarm optimization for ANFIS interpretability and ... ie interpretability and accuracy.
Prediction of Type 2 Diabetes using Optimized ANFIS …
Prediction of Type 2 Diabetes using Optimized ANFIS with Genetic Algorithm and Particle Swarm Optimization ... 56 % with PCA 89.2% and 90.4% of accuracy
Hybrid PSO-ANFIS Approach for Short-Term Electricity ...
forecasting accuracy. ... Particle swarm optimization is a heuristic approach first ... Hybrid PSO-ANFIS Approach for Short-Term