Shaobo Deng

48 papers Misc 7Journal 37Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Enhanced goal direction and remodeling of population distributions multimodal multi-objective evolutionary algorithm.
Expert Syst. Appl.
Hangyu Liu, Shaobo Deng, Kexing Li, Hui Shi, Min Li
2026 J jnl
Multiview-cooperated graph neural network enables novel multi-omics cancer subtype classification.
Comput. Biol. Chem.
Min Li, Ming Jin, Mingzhu Lou, Shaobo Deng, Lei Wang, Hua Rao
2025 J jnl
A decision tree algorithm based on adaptive entropy of feature value importance.
Big Data Res.
Shaobo Deng, Weili Yuan, Sujie Guan, Xing Lin, Zemin Liao, Min Li
2025 J jnl
Adaptive deep shared latent representation enables novel multi-omics cancer subtype classification.
Appl. Intell.
Min Li, Zhifang Qi, Shaobo Deng, Lei Wang, Xiang Yu
2025 J jnl
Elite neighborhood search and dynamic feature probability-guided crow search algorithm for high-dimensional feature selection.
Expert Syst. Appl.
Shaobo Deng, Hangyu Liu, Weihu Zhu, Kexing Li, Min Li
2025 J jnl
Enhanced black widow optimization algorithm incorporating food sufficiency strategy and differential mutation strategy for feature selection of high-dimensional data.
Expert Syst. Appl.
Min Li, Junke Wang, Shaobo Deng, Yangfan Zhao, Yulong Li
2025 J jnl
GOM-MMOEA: Multimodal multi-objective evolutionary algorithm based on global orchestration mechanism.
Eng. Appl. Artif. Intell.
Shaobo Deng, Hui Shi, Hangyu Liu, Jinyu Xu, Sujie Guan, Min Li, Zhuolei Duan
2025 J jnl
Goal-directed multimodal multi-objective evolutionary algorithm converging on population derivation.
Swarm Evol. Comput.
Shaobo Deng, Hangyu Liu, Kaixin Cheng, Jinyu Xu, Min Li, Hua Rao
2025 J jnl
MSGGSA: a multi-strategy-guided gravitational search algorithm for gene selection in cancer classification.
Pattern Anal. Appl.
Min Li, Chen Jin, Yuheng Cai, Shaobo Deng, Lei Wang
2025 J jnl
Multi-level pooling self-adaptive evolutionary multi-objective gene selection algorithm for microarray data classification.
Appl. Soft Comput.
Min Li, Rutun Cao, Chen Jin, Junke Wang, Shaobo Deng, Xiang Yu
2025 J jnl
PRNN: Pareto-Guided recursive neural network embedded approach for biomarker discovery in breast cancer multi-omics dataset.
Expert Syst. Appl.
Min Li, Yuheng Cai, Chen Jin, Shaobo Deng, Lei Wang
2025 J jnl
Particle Swarm Optimization Algorithm for Feature Selection Inspired by Peak Ecosystem Dynamics.
Comput. Mater. Continua
Meiru Xie, Bo Wang, Shuaikun Zhang, Sujie Guan, Min Li, Shaobo Deng
2024 J jnl
A multitasking multi-objective differential evolution gene selection algorithm enhanced with new elite and guidance strategies for tumor identification.
Expert Syst. Appl.
Min Li, Yangfan Zhao, Mingzhu Lou, Shaobo Deng, Lei Wang
2024 J jnl
Enhanced NSGA-II-based feature selection method for high-dimensional classification.
Inf. Sci.
Min Li, Huan Ma, Siyu Lv, Lei Wang, Shaobo Deng
2024 J jnl
MOSDNET: A multi-omics classification framework using simplified multi-view deep discriminant representation learning and dynamic edge GCN with multi-task learning.
Comput. Biol. Medicine
Min Li, Zihao Chen, Shaobo Deng, Lei Wang, Xiang Yu
2024 J jnl
NNBGWO-BRCA marker: Neural Network and binary grey wolf optimization based Breast cancer biomarker discovery framework using multi-omics dataset.
Comput. Methods Programs Biomed.
Min Li, Yuheng Cai, Mingzhuang Zhang, Shaobo Deng, Lei Wang
2024 J jnl
PCA-constrained multi-core matrix fusion network: A novel approach for cancer subtype identification.
J. Bioinform. Comput. Biol.
Min Li, Zhifang Qi, Liang Liu, Mingzhu Lou, Shaobo Deng
2024 J jnl
Population characteristic exploitation-based multi-orientation multi-objective gene selection for microarray data classification.
Comput. Biol. Medicine
Min Li, Rutun Cao, Yangfan Zhao, Yulong Li, Shaobo Deng
2024 J jnl
Roulette wheel-based level learning evolutionary algorithm for feature selection of high-dimensional data.
Appl. Soft Comput.
Huan Ma, Min Li, Siyu Lv, Lei Wang, Shaobo Deng
2024 J jnl
UnifiedTT: Visual tracking with unified transformer.
J. Vis. Commun. Image Represent.
Peng Yu, Zhuolei Duan, Sujie Guan, Min Li, Shaobo Deng
2023 J jnl
A New Multi-objective Hybrid Gene Selection Algorithm for Tumor Classification Based on Microarray Gene Expression Data.
Int. J. Comput. Intell. Appl.
Min Li, Bangyu Wu, Shaobo Deng, Mingzhu Lou
2023 J jnl
A feature-thresholds guided genetic algorithm based on a multi-objective feature scoring method for high-dimensional feature selection.
Appl. Soft Comput.
Shaobo Deng, Yulong Li, Junke Wang, Rutun Cao, Min Li
2023 J jnl
A novel hybrid gene selection for tumor identification by combining multifilter integration and a recursive flower pollination search algorithm.
Knowl. Based Syst.
Min Li, Lin Ke, Lei Wang, Shaobo Deng, Xiang Yu
2023 J jnl
Improved swarm-optimization-based filter-wrapper gene selection from microarray data for gene expression tumor classification.
Pattern Anal. Appl.
Lin Ke, Min Li, Lei Wang, Shaobo Deng, Jun Ye, Xiang Yu
2023 J jnl
Non-parametric Nearest Neighbor Classification Based on Global Variance Difference.
Int. J. Comput. Intell. Syst.
Shaobo Deng, Lei Wang, Sujie Guan, Min Li
2023 J jnl
TRF-WGHC - Top-Ranking filter and wrapper-based greedy hill-climbing gene selection for microarray-based cancer classification.
Biomed. Signal Process. Control.
Min Li, Mingzhu Lou, Shaobo Deng, Lei Wang
2022 J jnl
Formalizing rough sets using a new noncontingency axiomatic system.
Int. J. Intell. Syst.
Shaobo Deng, Sujie Guan, Hui Wang, Zhi-Kai Huang, Min Li
2022 J jnl
Hybrid gene selection approach using XGBoost and multi-objective genetic algorithm for cancer classification.
Medical Biol. Eng. Comput.
Xiongshi Deng, Min Li, Shaobo Deng, Lei Wang
2021 — conf
A New Contingency Axiomatic System for Rough Sets.
DMBD (2)
Sujie Guan, Shaobo Deng, Hui Wang, Min Li
2021 — conf
Approximation Relation for Rough Sets.
DMBD (2)
Shaobo Deng, Huihui Lu, Sujie Guan, Min Li, Hui Wang
2021 J jnl
Hybrid gene selection approach using XGBoost and multi-objective genetic algorithm for cancer classification.
CoRR
Xiongshi Deng, Min Li, Shaobo Deng, Lei Wang
2020 J jnl
ACO Resampling: Enhancing the performance of oversampling methods for class imbalance classification.
Knowl. Based Syst.
Min Li, An Xiong, Lei Wang, Shaobo Deng, Jun Ye
2020 J jnl
Ensemble of Classifiers Constructed on Class-Oriented Attribute Reduction.
J. Inf. Process. Syst.
Min Li, Shaobo Deng, Lei Wang
2020 J jnl
Probabilistic rough set-based band selection method for hyperspectral data classification.
Int. J. Comput. Sci. Eng.
Min Li, Shaobo Deng, Lei Wang, Jun Ye
2019 J jnl
Dynamic Knowledge Update Using Three-Way Decisions in Dominance-Based Rough Sets Approach While the Object Set Varies.
Int. J. Comput. Intell. Syst.
Lei Wang, Min Li, Jun Ye, Xiang Yu, Ziqi Wang, Shaobo Deng
2018 J jnl
Decomposition for a new kind of imprecise information system.
Frontiers Comput. Sci.
Shaobo Deng, Sujie Guan, Min Li, Lei Wang, Yuefei Sui
2014 — conf
A Sound and Complete Axiomatic System for Modality ☐ϕ≡☐
IIP
Shaobo Deng, Meiying Sun, Cungen Cao, Yuefei Sui
2014 J jnl
Hierarchical clustering algorithm for categorical data using a probabilistic rough set model.
Knowl. Based Syst.
Min Li, Shaobo Deng, Lei Wang, Shengzhong Feng, Jianping Fan
2014 — conf
The Correspondence between Propositional Modal Logic with Axiom ☐ϕ ↔ ⃟ ϕ and the Propositional Logic.
IIP
Meiying Sun, Shaobo Deng, Yuefei Sui
2013 J jnl
Quick Attribute Reduction Based on Approximation Dependency Degree.
J. Comput.
Min Li, Shaobo Deng, Shengzhong Feng, Jianping Fan
2012 Misc conf
The optimal division of model based on rough logic.
GrC
Shaobo Deng
2011 J jnl
An effective discretization based on Class-Attribute Coherence Maximization.
Pattern Recognit. Lett.
Min Li, Shaobo Deng, Shengzhong Feng, Jianping Fan
2010 Misc conf
A New Method of Data Reduction in Inconsistent Decision Tables.
GrC
Shaobo Deng, Min Li, Sujie Guan, Lian Chen
2010 Misc conf
An Algorithm for Attribute Reduction Based on Distance of Partitions.
GrC
Min Li, Shaobo Deng, Shengzhong Feng, Jianping Fan
2008 Misc conf
Granular Sets and its Supplement.
GrC
Shaobo Deng, Min Li, Sujie Guan, Lian Chen
2008 Misc conf
Rule Extracting Method based upon Relative Decision Conditions.
GrC
Min Li, Shaobo Deng, Chunhua Zhou, Li Li
2007 Misc conf
Research on Adaptive Congestion Control Based on One Way Delay.
GrC
Min Li, Shaobo Deng, Chunhua Zhou
2007 Misc conf
The Structure of Granular Network Based on Granular Computing and its Application in Data Reduction.
GrC
Shaobo Deng, Min Li, Sujie Guan, Lian Chen