Optimizing Partition Granularity, Membership Function Parameters, and Rule Bases of Fuzzy Classifiers for Big Data by a Multi-objective Evolutionary Approach-Reference-Cited by-同舟云学术

Optimizing Partition Granularity, Membership Function Parameters, and Rule Bases of Fuzzy Classifiers for Big Data by a Multi-objective Evolutionary Approach

Published:2019-01-04 Issue:3 Volume:11 Page:367-387
ISSN:1866-9956
Container-title:Cognitive Computation
language:en
Short-container-title:Cogn Comput

Author:

Barsacchi Marco,Bechini Alessio,Ducange Pietro,Marcelloni Francesco^ORCID

Funder

University of Pisa

Regione Toscana

Publisher

Springer Science and Business Media LLC

Subject

Cognitive Neuroscience,Computer Science Applications,Computer Vision and Pattern Recognition

Link

http://link.springer.com/content/pdf/10.1007/s12559-018-9613-6.pdf

Reference60 articles.

1. Abdullah A, Hussain A, Khan IH. Introduction: dealing with big data - lessons from cognitive computing. Cogn Comput 2015;7(6):635–6. https://doi.org/10.1007/s12559-015-9364-6 .

2. Al-Ali A, Zualkernan IA, Rashid M, Gupta R, Alikarar M. A smart home energy management system using IoT and Big Data analytics approach. IEEE Trans Consum Electron 2017;63(4):426–34. https://doi.org/10.1109/TCE.2017.015014 .

3. Aljarah I, Al-Zoubi AM, Faris H, Hassonah MA, Mirjalili S, Saadeh H. Simultaneous feature selection and support vector machine optimization using the grasshopper optimization algorithm. Cogn Comput 2018; 10(3):478–95. https://doi.org/10.1007/s12559-017-9542-9 .

4. Antonelli M, Ducange P, Lazzerini B, Marcelloni F. Learning concurrently partition granularities and rule bases of Mamdani fuzzy systems in a multi-objective evolutionary framework. Int J Approx Reason 2009;50 (7):1066–80. https://doi.org/10.1016/j.ijar.2009.04.004 .

5. Antonelli M, Ducange P, Lazzerini B, Marcelloni F. Multi-objective evolutionary learning of granularity, membership function parameters and rules of Mamdani fuzzy systems. Evol Intel 2009;2(1-2):21–37. https://doi.org/10.1007/s12065-009-0022-3 .

Cited by 15 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. A fuzzy ontology-based context-aware encryption approach in IoT through device and information classification;The Journal of Supercomputing;2024-07-13

2. Performance analysis of optimized differential power processing converter with switched inductor using enhanced fuzzy logic control for solar photovoltaic systems;Transactions of the Institute of Measurement and Control;2024-02-12

3. 6G‐enabled internet of medical things;Expert Systems;2023-10-18

4. Scaling Multiobjective Evolution to Large Data With Minions: A Bayes-Informed Multitask Approach;IEEE Transactions on Cybernetics;2022

5. The use of multi-criteria decision-making methods in business analytics: A comprehensive literature review;Technological Forecasting and Social Change;2022-01