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Feature Subset Selection for Big Data Via Parallel Chaotic Binary Differential Evolution Island Model Under Apache Spark
35/35 checkable references clean · checked 2026-08-28
Every reference with a DOI in the deposited reference list resolved to a known work in Crossref or DataCite at the dated check, and none carried a retraction, withdrawal, or removal notice.
31 without a DOI — not checked. A reference deposited without a DOI is never matched by title or guessed at; it stays outside the checked set, and this line discloses that.
The 35 checked references that resolve
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A Survey on Evolutionary Computation Approaches to Feature Selection
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Differential Evolution – A Simple and Efficient Heuristic for global Optimization over Continuous Spaces
resolves10.1016/j.compbiomed.2017.09.011
Optimal feature selection using a modified differential evolution algorithm and its effectiveness for prediction of heart disease
resolves10.1016/j.eswa.2011.03.028
Feature subset selection using differential evolution and a statistical repair mechanism
resolves10.1016/j.eswa.2016.06.004
A hybrid approach of differential evolution and artificial bee colony for feature selection
resolves10.1016/j.patrec.2020.02.021
A permutational-based Differential Evolution algorithm for feature subset selection
resolves10.1016/j.swevo.2012.09.003
Feature subset selection using differential evolution and a wheel based search strategy
resolves10.1080/09540091.2019.1639624
Fuzzy kernel feature selection with multi-objective differential evolution algorithm
resolves10.1080/08839514.2020.1712788
A Novel Chaotic Interior Search Algorithm for Global Optimization and Feature Selection
resolves10.1016/j.asoc.2009.11.014
Chaotic maps based on binary particle swarm optimization for feature selection
resolves10.4103/2228-7477.150380
Chaotic particle swarm optimization with mutation for classification
resolves10.13164/mendel.2018.2.061
Differential Evolution and Deterministic Chaotic Series: A Detailed Study
resolves10.1016/j.eij.2018.02.001
Chaotic based differential evolution algorithm for optimization of baker's yeast drying process
resolves10.1016/j.asoc.2019.02.013
Optimal DG placement by multi-objective opposition based chaotic differential evolution for techno-economic analysis
resolves10.1016/j.engappai.2010.10.014
Chaotic differential evolution methods for dynamic economic dispatch with valve-point effects
resolves10.1109/TPWRS.2006.873410
Combining of chaotic differential evolution and quadratic programming for economic dispatch optimization with valve-point effect
resolves10.1007/s12293-018-0269-2
A Multi-objective hybrid filter-wrapper evolutionary approach for feature selection
resolves10.1016/j.jocs.2019.101065
Performance evaluation of a cost-sensitive differential evolution classifier using spark – Imbalanced binary classification
resolves10.1007/s10586-020-03124-z
A Spark-based differential evolution with grouping topology model for large-scale global optimization
resolves10.1109/TII.2017.2676000
A Distributed Parallel Cooperative Coevolutionary Multiobjective Evolutionary Algorithm for Large-Scale Optimization
resolves10.1109/TCYB.2017.2728725
Distributed Differential Evolution Based on Adaptive Mergence and Split for Large-Scale Optimization
resolves10.1109/PDP.2007.6
A Distributed Differential Evolution Approach for Mapping in a Grid Environment
resolves10.1109/TPWRS.2014.2302033
Parallel Self-Adaptive Differential Evolution Algorithm for Solving Short-Term Hydro Scheduling Problem
resolves10.1109/CYBConf.2013.6617451
Scalable differential evolution for many-core and clusters in Unified Parallel C
The 31 references without a DOI — listed, not checked
no DOI — not checkedref3
no DOI — not checkedWrappers for feature selection
no DOI — not checkedElitist quantum-inspired differential evolution based wrapper for feature subset selection
no DOI — not checkedAn Improved Binary Differential Evolution Algorithm for Feature Selection in Molecular Signatures
no DOI — not checkedDifferential evolution-based parameters optimisation and feature selection for support vector machine
no DOI — not checkedA differential evolution approach to feature selection and instance selection
no DOI — not checkedref16
no DOI — not checkedFeature subset selection using adaptive differential evolution: An application to banking
no DOI — not checkedFeature selection based on chaotic binary black hole algorithm for data classification
no DOI — not checkedChaotic diffusion-limited aggregation enhanced grey wolf optimizer: Insights, analysis, binarization, and feature selection
no DOI — not checkedChaos Genetic Algorithm Instead Genetic Algorithm
no DOI — not checkedHybrid Chaotic Particle Swarm Optimization with Differential Evolution for feature selection
no DOI — not checkedref34
no DOI — not checkedref35
no DOI — not checkedref36
no DOI — not checkedref37
no DOI — not checkedref38
no DOI — not checkedref40
no DOI — not checkedEvolutionary Feature Selection for Big Data Classification: A MapReduce Approach
no DOI — not checkedref42
no DOI — not checkedFast parallelization of differential evolution algorithm Using MapReduce
no DOI — not checkedDifferential evolution for large-scale clustering
no DOI — not checkedHPCTOOLKIT: Tools for performance analysis of optimized parallel programs
no DOI — not checkedref49
no DOI — not checkedDifferential evolution algorithm on the GPU with C-CUDA
no DOI — not checkedref52
no DOI — not checkedParallel diffrential evolution clustering algorithm based on MapReduce
no DOI — not checkedParallel differential evolution approach for cloud workflow placements under simultaneous optimization of multiple objectives
no DOI — not checkedFeature subset selection using adaptive differential evolution: An application to banking
no DOI — not checkedSuccess-history based parameter adaptation for Differential Evolution
no DOI — not checkedCloud computing resource scheduling based on improved differential evolution ant colony algorithm
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