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CHI-PG: A fast prototype generation algorithm for Big Data classification problems
Neurocomputing
◽
10.1016/j.neucom.2018.01.056
◽
2018
◽
Vol 287
◽
pp. 22-33
◽
Cited By ~ 4
Author(s):
Mikel Elkano
◽
Mikel Galar
◽
Jose Sanz
◽
Humberto Bustince
Keyword(s):
Big Data
◽
Data Classification
◽
Classification Problems
◽
Generation Algorithm
◽
Big Data Classification
Download Full-text
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References
Towards MapReduce approach with dynamic fuzzy inference/interpolation for big data classification problems
2017 IEEE 16th International Conference on Cognitive Informatics & Cognitive Computing (ICCI*CC)
◽
10.1109/icci-cc.2017.8109781
◽
2017
◽
Author(s):
Shangzhu Jin
◽
Jun Peng
◽
Dong Xie
Keyword(s):
Big Data
◽
Fuzzy Inference
◽
Data Classification
◽
Classification Problems
◽
Big Data Classification
Download Full-text
A global distributed approach to the Chi et al. fuzzy rule-based classification system for big data classification problems
2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)
◽
10.1109/fuzz-ieee.2017.8015544
◽
2017
◽
Cited By ~ 2
Author(s):
Mikel Elkano
◽
Mikel Galar
◽
Jose Sanz
◽
Gracaliz P. Dimuro
◽
Humberto Bustince
Keyword(s):
Big Data
◽
Classification System
◽
Fuzzy Rule
◽
Data Classification
◽
Classification Problems
◽
Rule Based
◽
Distributed Approach
◽
Big Data Classification
Download Full-text
CFM-BD: A Distributed Rule Induction Algorithm for Building Compact Fuzzy Models in Big Data Classification Problems
IEEE Transactions on Fuzzy Systems
◽
10.1109/tfuzz.2019.2900856
◽
2020
◽
Vol 28
(1)
◽
pp. 163-177
◽
Cited By ~ 3
Author(s):
Mikel Elkano
◽
Jose Antonio Sanz
◽
Edurne Barrenechea
◽
Humberto Bustince
◽
Mikel Galar
Keyword(s):
Big Data
◽
Data Classification
◽
Rule Induction
◽
Classification Problems
◽
Fuzzy Models
◽
Big Data Classification
Download Full-text
CHI-BD: A fuzzy rule-based classification system for Big Data classification problems
Fuzzy Sets and Systems
◽
10.1016/j.fss.2017.07.003
◽
2018
◽
Vol 348
◽
pp. 75-101
◽
Cited By ~ 19
Author(s):
Mikel Elkano
◽
Mikel Galar
◽
Jose Sanz
◽
Humberto Bustince
Keyword(s):
Big Data
◽
Classification System
◽
Fuzzy Rule
◽
Data Classification
◽
Classification Problems
◽
Rule Based
◽
Big Data Classification
Download Full-text
A MapReduce Approach to Address Big Data Classification Problems Based on the Fusion of Linguistic Fuzzy Rules
International Journal of Computational Intelligence Systems
◽
10.1080/18756891.2015.1017377
◽
2015
◽
Vol 8
(3)
◽
pp. 422-437
◽
Cited By ~ 61
Author(s):
Sara del Río
◽
Victoria López
◽
José Manuel Benítez
◽
Francisco Herrera
Keyword(s):
Big Data
◽
Data Classification
◽
Fuzzy Rules
◽
Classification Problems
◽
Big Data Classification
◽
Linguistic Fuzzy Rules
Download Full-text
An Incremental Approach to Address Big Data Classification Problems Using Cognitive Models
Cognitive Computation
◽
10.1007/s12559-019-09655-x
◽
2019
◽
Vol 11
(3)
◽
pp. 347-366
◽
Cited By ~ 3
Author(s):
Antonio González
◽
Raúl Pérez
◽
Rocío Romero-Zaliz
Keyword(s):
Big Data
◽
Data Classification
◽
Cognitive Models
◽
Classification Problems
◽
Incremental Approach
◽
Big Data Classification
Download Full-text
On the Usage of the Probability Integral Transform to Reduce the Complexity of Multi-Way Fuzzy Decision Trees in Big Data Classification Problems
2018 IEEE International Congress on Big Data (BigData Congress)
◽
10.1109/bigdatacongress.2018.00011
◽
2018
◽
Cited By ~ 2
Author(s):
Mikel Elkano
◽
Mikel Uriz
◽
Humberto Bustince
◽
Mikel Galar
Keyword(s):
Big Data
◽
Decision Trees
◽
Integral Transform
◽
Data Classification
◽
Fuzzy Decision
◽
Classification Problems
◽
Probability Integral Transform
◽
Probability Integral
◽
Big Data Classification
◽
Fuzzy Decision Trees
Download Full-text
CNB-MRF: Adapting Correlative Naive Bayes Classifier and MapReduce Framework for Big Data Classification
International Review on Computers and Software (IRECOS)
◽
10.15866/irecos.v11i11.10116
◽
2016
◽
Vol 11
(11)
◽
pp. 1007
◽
Cited By ~ 3
Author(s):
Chitrakant Banchhor
◽
N. Srinivasu
Keyword(s):
Big Data
◽
Naive Bayes
◽
Data Classification
◽
Naïve Bayes
◽
Naive Bayes Classifier
◽
Bayes Classifier
◽
Naïve Bayes Classifier
◽
Mapreduce Framework
◽
Big Data Classification
Download Full-text
Folk Song Computer Big Data Classification and Analysis Research Based on National Style Characteristics
Journal of Physics Conference Series
◽
10.1088/1742-6596/1744/3/032117
◽
2021
◽
Vol 1744
(3)
◽
pp. 032117
Author(s):
Jin Yang
Keyword(s):
Big Data
◽
Data Classification
◽
Folk Song
◽
Big Data Classification
◽
National Style
Download Full-text
Application research of Sports Place System based on big data classification technology
2020 International Conference on Big Data & Artificial Intelligence & Software Engineering (ICBASE)
◽
10.1109/icbase51474.2020.00020
◽
2020
◽
Author(s):
Liu Hu
◽
Qingxuan Zeng
Keyword(s):
Big Data
◽
Data Classification
◽
Application Research
◽
Big Data Classification
Download Full-text
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