E2PAMEA: A fast evolutionary algorithm for extracting fuzzy emerging patterns in big data environments

Neurocomputing ◽

10.1016/j.neucom.2020.07.007 ◽

2020 ◽

Vol 415 ◽

pp. 60-73

Author(s):

Ángel Miguel García-Vico ◽

Francisco Charte ◽

Pedro González ◽

David Elizondo ◽

Cristóbal José Carmona

Keyword(s):

Big Data ◽

Evolutionary Algorithm ◽

Emerging Patterns

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Evolutionary Algorithm Based Techniques to Handle Big Data

Studies in Big Data - Techniques and Environments for Big Data Analysis ◽

10.1007/978-3-319-27520-8_7 ◽

2016 ◽

pp. 113-158 ◽

Cited By ~ 2

Author(s):

Ghosh Sanchita ◽

Desarkar Anindita

Keyword(s):

Big Data ◽

Evolutionary Algorithm

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An Evolutionary Algorithm for Big Data Multi-Class Classification Problems

Genetic and Evolutionary Computation - Genetic Programming Theory and Practice XIV ◽

10.1007/978-3-319-97088-2_11 ◽

2018 ◽

pp. 165-178 ◽

Cited By ~ 1

Author(s):

Michael F. Korns

Keyword(s):

Big Data ◽

Evolutionary Algorithm ◽

Classification Problems ◽

Multi Class Classification

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Study on the use of different quality measures within a multi-objective evolutionary algorithm approach for emerging pattern mining in big data environments

Big Data Analytics ◽

10.1186/s41044-018-0038-8 ◽

2019 ◽

Vol 4 (1) ◽

Cited By ~ 1

Author(s):

Ángel Miguel García-Vico ◽

Pedro González ◽

Cristóbal José Carmona ◽

María José del Jesus

Keyword(s):

Big Data ◽

Evolutionary Algorithm ◽

Pattern Mining ◽

Quality Measures ◽

Multi Objective ◽

Emerging Pattern

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An evolutionary algorithm for mining rare association rules: A Big Data approach

2017 IEEE Congress on Evolutionary Computation (CEC) ◽

10.1109/cec.2017.7969547 ◽

2017 ◽

Cited By ~ 4

Author(s):

F. Padillo ◽

J.M. Luna ◽

S. Ventura

Keyword(s):

Big Data ◽

Evolutionary Algorithm ◽

Association Rules ◽

Rare Association

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Bi-clustering by Multi-objective Evolutionary Algorithm for Multimodal Analytics and Big Data

Multimodal Analytics for Next-Generation Big Data Technologies and Applications ◽

10.1007/978-3-319-97598-6_6 ◽

2019 ◽

pp. 125-150

Author(s):

Maryam Golchin ◽

Alan Wee-Chung Liew

Keyword(s):

Big Data ◽

Evolutionary Algorithm ◽

Multi Objective

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A Big Data Approach for the Extraction of Fuzzy Emerging Patterns

Cognitive Computation ◽

10.1007/s12559-018-9612-7 ◽

2019 ◽

Vol 11 (3) ◽

pp. 400-417 ◽

Cited By ~ 2

Author(s):

Ángel Miguel García-Vico ◽

Pedro González ◽

Cristóbal José Carmona ◽

María José del Jesus

Keyword(s):

Big Data ◽

Emerging Patterns

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Combining multi-objective evolutionary algorithm with averaged one-dependence estimators for big data analytics

International Journal of Computational Intelligence Studies ◽

10.1504/ijcistudies.2018.090160 ◽

2018 ◽

Vol 7 (1) ◽

pp. 1 ◽

Cited By ~ 1

Author(s):

Mrutyunjaya Panda

Keyword(s):

Big Data ◽

Evolutionary Algorithm ◽

Data Analytics ◽

Big Data Analytics ◽

Multi Objective

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A first approach to handle fuzzy emerging patterns mining on big data problems: The EvAEFP-spark algorithm

2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) ◽

10.1109/fuzz-ieee.2017.8015673 ◽

2017 ◽

Cited By ~ 2

Author(s):

A. M. Garcia-Vico ◽

P. Gonzalez ◽

M. J. del Jesus ◽

C. J. Carmona

Keyword(s):

Big Data ◽

Emerging Patterns

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MOEA-EFEP: Multi-Objective Evolutionary Algorithm for Extracting Fuzzy Emerging Patterns

IEEE Transactions on Fuzzy Systems ◽

10.1109/tfuzz.2018.2814577 ◽

2018 ◽

Vol 26 (5) ◽

pp. 2861-2872 ◽

Cited By ~ 3

Author(s):

Angel Miguel Garcia-Vico ◽

Cristobal Jose Carmona ◽

Pedro Gonzalez ◽

Maria Jose del Jesus

Keyword(s):

Evolutionary Algorithm ◽

Multi Objective ◽

Emerging Patterns

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Combining multi-objective evolutionary algorithm with averaged one-dependence estimators for big data analytics

International Journal of Computational Intelligence Studies ◽

10.1504/ijcistudies.2018.10011244 ◽

2018 ◽

Vol 7 (1) ◽

pp. 1

Author(s):

Mrutyunjaya Panda

Keyword(s):

Big Data ◽

Evolutionary Algorithm ◽

Data Analytics ◽

Big Data Analytics ◽

Multi Objective

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