A multitasking multi-objective differential evolution gene selection algorithm enhanced with new elite and guidance strategies for tumor identification.

[BibT_eX]

[DOI]

Min Li

Yangfan Zhao

Mingzhu Lou

Shaobo Deng

Lei Wang

Expert Syst. Appl., 2024

A differential evolution framework based on the fluid model for feature selection.

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2024

NNBGWO-BRCA marker: Neural Network and binary grey wolf optimization based Breast cancer biomarker discovery framework using multi-omics dataset.

[BibT_eX]

[DOI]

Comput. Methods Programs Biomed., 2024

MOSDNET: A multi-omics classification framework using simplified multi-view deep discriminant representation learning and dynamic edge GCN with multi-task learning.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, 2024

Roulette wheel-based level learning evolutionary algorithm for feature selection of high-dimensional data.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2024

2023

Non-parametric Nearest Neighbor Classification Based on Global Variance Difference.

[BibT_eX]

[DOI]

Int. J. Comput. Intell. Syst., December, 2023

A New Multi-objective Hybrid Gene Selection Algorithm for Tumor Classification Based on Microarray Gene Expression Data.

[BibT_eX]

[DOI]

Int. J. Comput. Intell. Appl., December, 2023

A feature-thresholds guided genetic algorithm based on a multi-objective feature scoring method for high-dimensional feature selection.

[BibT_eX]

[DOI]

Appl. Soft Comput., November, 2023

TRF-WGHC - Top-Ranking filter and wrapper-based greedy hill-climbing gene selection for microarray-based cancer classification.

[BibT_eX]

[DOI]

Biomed. Signal Process. Control., September, 2023

Improved swarm-optimization-based filter-wrapper gene selection from microarray data for gene expression tumor classification.

[BibT_eX]

[DOI]

Pattern Anal. Appl., May, 2023

A novel hybrid gene selection for tumor identification by combining multifilter integration and a recursive flower pollination search algorithm.

[BibT_eX]

[DOI]

Knowl. Based Syst., February, 2023

A Hybrid Nearest Neighbor Based SMOTE Oversampling Algorithm.

[BibT_eX]

[DOI]

Min Li

Pan Chen

Proceedings of the 2023 3rd International Conference on Big Data, 2023

2022

Hybrid gene selection approach using XGBoost and multi-objective genetic algorithm for cancer classification.

[BibT_eX]

[DOI]

Medical Biol. Eng. Comput., 2022

Formalizing rough sets using a new noncontingency axiomatic system.

[BibT_eX]

[DOI]

Int. J. Intell. Syst., 2022

RFCBF: Enhance the Performance and Stability of Fast Correlation-Based Filter.

[BibT_eX]

[DOI]

Int. J. Comput. Intell. Appl., 2022

SDDSMOTE: Synthetic Minority Oversampling Technique based on Sample Density Distribution for Enhanced Classification on Imbalanced Microarray Data.

[BibT_eX]

[DOI]

Proceedings of the ICCDA 2022: The 6th International Conference on Compute and Data Analysis, Virtual Event / Shanghai, China, February 25, 2022

2021

A New Contingency Axiomatic System for Rough Sets.

[BibT_eX]

[DOI]

Proceedings of the Data Mining and Big Data - 6th International Conference, 2021

Approximation Relation for Rough Sets.

[BibT_eX]

[DOI]

Proceedings of the Data Mining and Big Data - 6th International Conference, 2021

2020

ACO Resampling: Enhancing the performance of oversampling methods for class imbalance classification.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2020

Ensemble of Classifiers Constructed on Class-Oriented Attribute Reduction.

[BibT_eX]

[DOI]

Min Li

Shaobo Deng

Lei Wang

J. Inf. Process. Syst., 2020

Probabilistic rough set-based band selection method for hyperspectral data classification.

[BibT_eX]

[DOI]

Int. J. Comput. Sci. Eng., 2020

2019

Dynamic Knowledge Update Using Three-Way Decisions in Dominance-Based Rough Sets Approach While the Object Set Varies.

[BibT_eX]

[DOI]

Int. J. Comput. Intell. Syst., 2019

2018

Decomposition for a new kind of imprecise information system.

[BibT_eX]

[DOI]

Frontiers Comput. Sci., 2018

2014

Hierarchical clustering algorithm for categorical data using a probabilistic rough set model.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2014

Quick attribute reduction in inconsistent decision tables.

[BibT_eX]

[DOI]

Inf. Sci., 2014

2013

Feature selection via maximizing global information gain for text classification.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2013

Quick Attribute Reduction Based on Approximation Dependency Degree.

[BibT_eX]

[DOI]

J. Comput., 2013

2011

An effective discretization based on Class-Attribute Coherence Maximization.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2011

2010

An Algorithm for Attribute Reduction Based on Distance of Partitions.

[BibT_eX]

[DOI]

Proceedings of the 2010 IEEE International Conference on Granular Computing, 2010

A New Method of Data Reduction in Inconsistent Decision Tables.

[BibT_eX]

[DOI]

Proceedings of the 2010 IEEE International Conference on Granular Computing, 2010

2008

Rule Extracting Method based upon Relative Decision Conditions.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE International Conference on Granular Computing, 2008

Granular Sets and its Supplement.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE International Conference on Granular Computing, 2008

2007

Research on Adaptive Congestion Control Based on One Way Delay.

[BibT_eX]

[DOI]

Min Li

Shaobo Deng

ChunHua Zhou

Proceedings of the 2007 IEEE International Conference on Granular Computing, 2007

The Structure of Granular Network Based on Granular Computing and its Application in Data Reduction.

[BibT_eX]

[DOI]

Proceedings of the 2007 IEEE International Conference on Granular Computing, 2007

Min Li

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