Analyzing the Behavior of Aggregation and Pre-aggregation Functions in Fuzzy Rule-Based Classification Systems with Data Complexity Measures

2017 ◽  
pp. 443-455 ◽  
Author(s):  
Giancarlo Lucca ◽  
Jose Sanz ◽  
Graçaliz P. Dimuro ◽  
Benjamín Bedregal ◽  
Humberto Bustince
Keyword(s):  
Fuzzy Rule ◽  
Classification Systems ◽  
Data Complexity ◽  
Complexity Measures ◽  
Rule Based ◽  
Aggregation Functions

CF -integrals: A new family of pre-aggregation functions with application to fuzzy rule-based classification systems

2018 ◽  
Vol 435 ◽  
pp. 94-110 ◽  
Author(s):  
Giancarlo Lucca ◽  
José Antonio Sanz ◽  
Graçaliz Pereira Dimuro ◽  
Benjamín Bedregal ◽  
Humberto Bustince ◽  
...  
Keyword(s):  
Fuzzy Rule ◽  
Classification Systems ◽  
Rule Based ◽  
New Family ◽  
Aggregation Functions

CC-integrals: Choquet-like Copula-based aggregation functions and its application in fuzzy rule-based classification systems

2017 ◽  
Vol 119 ◽  
pp. 32-43 ◽  
Author(s):  
Giancarlo Lucca ◽  
José Antonio Sanz ◽  
Graçaliz Pereira Dimuro ◽  
Benjamín Bedregal ◽  
Maria José Asiain ◽  
...  
Keyword(s):  
Fuzzy Rule ◽  
Classification Systems ◽  
Rule Based ◽  
Aggregation Functions

An Alternative to Power Measure for Fuzzy Rule-Based Classification Systems

2020 ◽  
pp. 231-244
Author(s):  
Frederico B. Tiggemann ◽  
Bryan G. Pernambuco ◽  
Giancarlo Lucca ◽  
Eduardo N. Borges ◽  
Helida Santos ◽  
...  
Keyword(s):  
Fuzzy Rule ◽  
Classification Systems ◽  
Rule Based ◽  
Power Measure
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