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For: López V, Fernández A, del Jesus MJ, Herrera F. A hierarchical genetic fuzzy system based on genetic programming for addressing classification with highly imbalanced and borderline data-sets. Knowl Based Syst 2013;38:85-104. [DOI: 10.1016/j.knosys.2012.08.025] [Citation(s) in RCA: 60] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Number Cited by Other Article(s)
1
Li DC, Shi QS, Lin YS, Lin LS. A Boundary-Information-Based Oversampling Approach to Improve Learning Performance for Imbalanced Datasets. ENTROPY 2022;24:e24030322. [PMID: 35327833 PMCID: PMC8947752 DOI: 10.3390/e24030322] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/04/2022] [Revised: 02/19/2022] [Accepted: 02/21/2022] [Indexed: 11/16/2022]
2
A fuzzy association rule-based classifier for imbalanced classification problems. Inf Sci (N Y) 2021. [DOI: 10.1016/j.ins.2021.07.019] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
3
A Review of Fuzzy and Pattern-Based Approaches for Class Imbalance Problems. APPLIED SCIENCES-BASEL 2021. [DOI: 10.3390/app11146310] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
4
Pei W, Xue B, Shang L, Zhang M. Genetic programming for development of cost-sensitive classifiers for binary high-dimensional unbalanced classification. Appl Soft Comput 2021. [DOI: 10.1016/j.asoc.2020.106989] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
5
Jing XY, Zhang X, Zhu X, Wu F, You X, Gao Y, Shan S, Yang JY. Multiset Feature Learning for Highly Imbalanced Data Classification. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE 2021;43:139-156. [PMID: 31331881 DOI: 10.1109/tpami.2019.2929166] [Citation(s) in RCA: 27] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
6
de la Cal EA, Villar JR, Vergara PM, Herrero Á, Sedano J. Design issues in Time Series dataset balancing algorithms. Neural Comput Appl 2020. [DOI: 10.1007/s00521-019-04011-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
7
Sharif M, Alesheikh AA, Tashayo B. CaFIRST: A context-aware hybrid fuzzy inference system for the similarity measure of multivariate trajectories. JOURNAL OF INTELLIGENT & FUZZY SYSTEMS 2019. [DOI: 10.3233/jifs-181252] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
8
Huang Z, Yang C, Chen X, Huang K, Xie Y. Adaptive over-sampling method for classification with application to imbalanced datasets in aluminum electrolysis. Neural Comput Appl 2019. [DOI: 10.1007/s00521-019-04208-7] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
9
Sayed GI, Tharwat A, Hassanien AE. Chaotic dragonfly algorithm: an improved metaheuristic algorithm for feature selection. APPL INTELL 2018. [DOI: 10.1007/s10489-018-1261-8] [Citation(s) in RCA: 84] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
10
A hybrid evolutionary preprocessing method for imbalanced datasets. Inf Sci (N Y) 2018. [DOI: 10.1016/j.ins.2018.04.068] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
11
A bi-objective hybrid algorithm for the classification of imbalanced noisy and borderline data sets. Pattern Anal Appl 2018. [DOI: 10.1007/s10044-018-0693-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
12
Tan SC, Wang S, Watada J. A self-adaptive class-imbalance TSK neural network with applications to semiconductor defects detection. Inf Sci (N Y) 2018. [DOI: 10.1016/j.ins.2017.10.040] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
13
Hesitant fuzzy decision tree approach for highly imbalanced data classification. Appl Soft Comput 2017. [DOI: 10.1016/j.asoc.2017.08.052] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
14
Dynamic affinity-based classification of multi-class imbalanced data with one-versus-one decomposition: a fuzzy rough set approach. Knowl Inf Syst 2017. [DOI: 10.1007/s10115-017-1126-1] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
15
Hassanien AE, Tharwat A, Own HS. Computational model for vitamin D deficiency using hair mineral analysis. Comput Biol Chem 2017;70:198-210. [PMID: 28923545 DOI: 10.1016/j.compbiolchem.2017.08.015] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2017] [Revised: 08/09/2017] [Accepted: 08/22/2017] [Indexed: 01/03/2023]
16
Chandrasekar R, Khare N. BSFS: Design and Development of Exponential Brain Storm Fuzzy System for Data Classification. INT J UNCERTAIN FUZZ 2017. [DOI: 10.1142/s0218488517500106] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
17
Tharwat A, Moemen YS, Hassanien AE. Classification of toxicity effects of biotransformed hepatic drugs using whale optimized support vector machines. J Biomed Inform 2017;68:132-149. [DOI: 10.1016/j.jbi.2017.03.002] [Citation(s) in RCA: 46] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2016] [Revised: 02/09/2017] [Accepted: 03/05/2017] [Indexed: 10/20/2022]
18
Tharwat A, Moemen YS, Hassanien AE. A Predictive Model for Toxicity Effects Assessment of Biotransformed Hepatic Drugs Using Iterative Sampling Method. Sci Rep 2016;6:38660. [PMID: 27934950 PMCID: PMC5146749 DOI: 10.1038/srep38660] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2016] [Accepted: 11/11/2016] [Indexed: 12/03/2022]  Open
19
Tashayo B, Alimohammadi A. Modeling urban air pollution with optimized hierarchical fuzzy inference system. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2016;23:19417-19431. [PMID: 27378222 DOI: 10.1007/s11356-016-7059-5] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/25/2016] [Accepted: 06/07/2016] [Indexed: 06/06/2023]
20
Galar M, Fernández A, Barrenechea E, Bustince H, Herrera F. Ordering-based pruning for improving the performance of ensembles of classifiers in the framework of imbalanced datasets. Inf Sci (N Y) 2016. [DOI: 10.1016/j.ins.2016.02.056] [Citation(s) in RCA: 50] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
21
Sensitivity analysis of fuzzy rule-based classification systems by means of the Lipschitz condition. Soft comput 2016. [DOI: 10.1007/s00500-015-1744-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
22
GPFIS-CLASS: A Genetic Fuzzy System based on Genetic Programming for classification problems. Appl Soft Comput 2015. [DOI: 10.1016/j.asoc.2015.08.055] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
23
A discussion on interpretability of linguistic rule based systems and its application to solve regression problems. Knowl Based Syst 2015. [DOI: 10.1016/j.knosys.2015.08.002] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
24
Fernández A, López V, del Jesus MJ, Herrera F. Revisiting Evolutionary Fuzzy Systems: Taxonomy, applications, new trends and challenges. Knowl Based Syst 2015. [DOI: 10.1016/j.knosys.2015.01.013] [Citation(s) in RCA: 54] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
25
Alshomrani S, Bawakid A, Shim SO, Fernández A, Herrera F. A proposal for evolutionary fuzzy systems using feature weighting: Dealing with overlapping in imbalanced datasets. Knowl Based Syst 2015. [DOI: 10.1016/j.knosys.2014.09.002] [Citation(s) in RCA: 40] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
26
Antonelli M, Ducange P, Marcelloni F. An experimental study on evolutionary fuzzy classifiers designed for managing imbalanced datasets. Neurocomputing 2014. [DOI: 10.1016/j.neucom.2014.04.070] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
27
del Río S, López V, Benítez JM, Herrera F. On the use of MapReduce for imbalanced big data using Random Forest. Inf Sci (N Y) 2014. [DOI: 10.1016/j.ins.2014.03.043] [Citation(s) in RCA: 195] [Impact Index Per Article: 17.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
28
Modeling of a semantics core of linguistic terms based on an extension of hedge algebra semantics and its application. Knowl Based Syst 2014. [DOI: 10.1016/j.knosys.2014.04.047] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
29
Multiobjective genetic classifier selection for random oracles fuzzy rule-based classifier ensembles: How beneficial is the additional diversity? Knowl Based Syst 2013. [DOI: 10.1016/j.knosys.2013.08.006] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
30
López V, Fernández A, García S, Palade V, Herrera F. An insight into classification with imbalanced data: Empirical results and current trends on using data intrinsic characteristics. Inf Sci (N Y) 2013. [DOI: 10.1016/j.ins.2013.07.007] [Citation(s) in RCA: 932] [Impact Index Per Article: 77.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
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