Journal Articles

• Kehua Yuan, Duoqian Miao, Witold Pedrycz, Yiyu Yao. Zentropy-Enhanced Multigranularity Knowledge Modeling for Robust Feature Selection. IEEE Transactions on Cybernetics, 2026.  
• Ying Yu, Bowen Li, Jin Qian, Wenhao Shu, Duoqian Miao. LIMFS: Label interaction-aware multi-label feature selection. Expert Systems with Applications, Volume 309, 2026.  
• Qilin Shu, Qixian Zhang, Duoqian Miao, Qi Zhang, Hongyun Zhang, Cairong Zhao. Frequency-aware and lifting-based efficient transformer for person search. Expert Systems with Applications, Volume 308, 2026.  
• Caihui Liu, Xiying Chen, Wenjing Qiu, Duoqian Miao. Three-way clustering propelled by multi-scale uncertainty propagation. Information Sciences, Volume 736, 2026.  
• Miao Li, Hongyun Zhang, Witold Pedrycz, Zhihua Wei, and Duoqian Miao. Salient Object Detection Based on Shadowed Sets and Illumination-Guided Network. IEEE Transactions on Fuzzy Systems, Volume 34, 2026.  
• Qixian Zhang, Duoqian Miao, Qi Zhang, Xuan Tan, Hongyun Zhang, and Cairong Zhao. Reliable Pseudo-Supervision for Unsupervised Domain Adaptive Person Search. IEEE Transactions on Image Processing, Volume 35, 2026.  

• Yuanjian Zhang, Tianna Zhao, Duoqian Miao, Yiyu Yao. Three-way multi-label classification: A review, a framework, and new challenges. Applied Soft Computing, Volume 171, 2025.  
• Kehua Yuan, Yuji Bai, Duoqian Miao, Weiping Ding, Yiyu Yao, Hongyun Zhang, Witold Pedrycz. Multi-granularity Knowledge Fusion for Feature Selection Using Granular-ball Entropy Uncertainty Measures. International Journal of Approximate Reasoning, 2025.  
• Zhuojia Wu, Qi Zhang, Duoqian Miao, Xuerong Zhao, Kaize Shi. Adapting GNNs for Document Understanding: A Flexible Framework With Multiview Global Graphs. IEEE Transactions on Computational Social Systems, Volume 12, 2025.  
• Kecan Cai, Hongyun Zhang, Witold Pedrycz, Duoqian Miao, Chaofan Chen. Multi-granularity ensemble sample selection and label correction for classification with noisy labels. Applied Soft Computing, Volume 180 , 2025.  
• Haoyu Jiang, Xiaoliang Chen, Duoqian Miao, Hongyun Zhang, Xiaolin Qin, Xu Gu, Peng Lu, Xianyong Li. Fpa-GCN: enhancing aspect sentiment triplet extraction with feature-rich prediction-aware graph convolutional networks. Applied Intelligence, 2025.  
• Jihua Jiang, Bin Jiang, Yong Wang, Duoqian Miao. mLANet: An efficient recurrent neural network for long-term time series forecasting. Knowledge-Based Systems, Volume 325, 2025.  
• Yong Wang, Xueyuan Zhao, Jianfei Pu, Lulu Zhang, Duoqian Miao. Multi-scale frequency attention fusion network for infrared and visible image fusion. Engineering Applications of Artificial Intelligence, Volume 159, 2025.  
• Miao Li, Hongyun Zhang, Kecan Cai, Witold Pedrycz, Duoqian Miao, Ying Gao. IFA: Illumination-aware feature aggregation model for salient object detection. Pattern Recognition, Volume 171, 2025.  
• Zhuojia Wu, Qi Zhang, Duoqian Miao, Xuerong Zhao, Guangyin Bao, Liang Hu, Kun Yi, Yu Zhou. Seeking personality yet commonality via adversarial learning to enhance heterogeneous multimodal collaboration. Information Fusion, Volume 126, 2025.  
• Bowen Lin, Duoqian Miao, Caihui Liu, Hongyun Zhang, Ruizhi Wang, Witold Pedrycz. Two-stage feature selection utilizing three-way adaptive neighborhood characteristic measure and optimal combination search. Expert Systems With Applications, 2025.  
• HanTang Dong, Yong Wang, Duoqian Miao. Improved YOLOv10-based real-time helmet detection algorithm for complex scenarios. Journal of Real-Time Image Processing, Volume 22, 2025.  
• Haoyu Jiang, Xiaoliang Chen, Duoqian Miao, Hongyun Zhang, Xiaolin Qin, Shangyi Du, Peng Lu. 3WD-DRT: A three-way decision enhanced dynamic routing transformer for cost-sensitive multimodal sentiment analysis. Information Sciences, Volume 725, 2025.  
• Jin Qian, Shaowei Yan, Ying Yu, Yongting Ni, Duoqian Miao. Feature selection based on fuzzy rough fitting model with nominal distribution metric. Applied Intelligence, Volume 55, 2025.  
• Guangjian Zhang, Zhengming Yang, Yong Wang, Yuliang Chen, Duoqian Miao. Camouflaged Object Detection with boundary localization in complex backgrounds. Engineering Applications of Artificial Intelligence, Volume 161, 2025  
• Hui Dong, Caihui Liu, Xiying Chen, Duoqian Miao. A multi-granularity decision tree algorithm based on variable precision rough sets and Zentropy. Applied Soft Computing, Volume 185, 2025.  
• Kehua Yuan, Duoqian Miao, Weiping Ding, and Yiyu Yao. Robust Semi-supervised Feature Selection with Multi-granularity Zentropy Modeling. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2025.  
• Cairong Zhao, Chutian Wang, Zifan Song, Guosheng Hu, Liang Wang, Duoqian Miao. Multi-definition deepfake detection via semantics reduction and cross-domain training. Pattern Recognition, Volume 163, 2025.  
• Chuanyang Gong, Zhihua Wei, Ping Zhu, Duoqian Miao. Binary mask tuning on gradient:Towards multi-data question answering. Knowledge-Based Systems, Volume 319, 2025.  
• Qixian Zhang, Duoqian Miao, Qi Zhang, Cairong Zhao, Hongyun Zhang, Ye Sun, Ruizhi Wang. Dynamic frequency selection and spatial interaction fusion for robust person search. Information Fusion, Volume 124, 2025.  
• Kehua Yuan, Duoqian Miao, Hongyun Zhang, Witold Pedrycz. An efficient and robust feature selection approach based on zentropy measure and neighborhood-aware model. IEEE Transactions on Neural Networks and Learning Systems, 2025.  
• Yue He, Xiaoliang Chen, Duoqian Miao, Hongyun Zhang. Graph-enhanced anomaly detection framework in multivariate time series using graph attention and enhanced generative adversarial networks. Expert Systems with Applications, Volume 271, 2025.  
• Xuerong Zhao, Duoqian Miao, Yiyu Yao, Witold Pedrycz. An asymmetric approach to three-way approximation of fuzzy sets. IEEE Transactions on Fuzzy Systems,Volume 33, 2025.  
• Tianna Zhao, Yuanjian Zhang, Duoqian Miao, Witold Pedrycz. Fine-grained local label correlation for multi-label classification. Knowledge-Based Systems, Volume 314, 2025.  
• Guangming Lang, Lixi Zhao, Duoqian Miao, Weiping Ding. Granular-ball computing-based fuzzy twin support vector machine for pattern classification. IEEE Transactions on Fuzzy Systems, Volume 33, 2025.  
• Changming Zhu, Yimin Yan, Duoqian Miao, Yilin Dong, Witold Pedrycz. Multiple self-adaptive correlation-based multiview multilabel learning. IEEE Transactions on Cybernetics, Volume 55, 2025.  
• Songlin Chen, Xiaoliang Chen, Duoqian Miao, Hongyun Zhang. ADA-UDA:A transferable transformer framework for rumor detection using adversarial domain alignment within unsupervised domain adaptation. Expert Systems with Applications, Volume 261, 2025.  
• Haoyu Jiang, Xiaoliang Chen, Duoqian Miao.IFusionQuad:A novel framework for improved aspect-based sentiment quadruple analysis in dialogue contexts with advanced feature integration and contextual cloblock.Expert Systems with Applications,Volume 261,2025.  
• Wenjing Qiu, Caihui Liu, Bowen Lin, Xiying Chen, Duoqian Miao. Attribute reduction based on adaptive neighborhood rough sets and three-way pied kingfisher optimizer. Expert Systems with Applications, Volume 271, 2025.  

• Kehua Yuan, Duoqian Miao, Pedrycz Witold, Weiping Ding, Hongyun Zhang.Ze-HFS: Zentropy-Based Uncertainty Measure for Heterogeneous Feature Selection and Knowledge Discovery. IEEE Transactions on Knowledge and Data Engineering, 2024.  
• Guangming Lang, Weiping Ding, Duoqian Miao, Hamido Fujita, Yiyu Yao. Trisection-fusion and Fusion-trisection Methods of Three-way Conflict Analysis with Pythagorean Fuzzy Information. Applied Soft Computing, Volume 164, 2024.  
• Xianyong Zhang, Benwei Chen, Duoqian Miao. Systematic Feature Selection Based on Three-Level Improvements of Fuzzy Dominance Three-Way Neighborhood Rough Sets.IEEE Transactions on Fuzzy Systems, Volume 32, 2024.  
• Qixian Zhang, Duoqian Miao, Qi Zhang, Changwei Wang, Yanping Li, Hongyun Zhang, Cairong Zhao. Learning Adaptive Shift and Task Decoupling for Discriminative One-step Person Search. Knowledge-Based Systems,Volume 304, 2024.  
• Yiheng Fu, Xiaoliang Chen, Duoqian Miao, Xiaolin Qin, Peng Lu, Xianyong Li. Label-semantics Enhanced Multi-layer Heterogeneous Graph Convolutional Network for Aspect Sentiment Quadruplet Extraction. Expert Systems with Applications, Volume 255, 2024.  
• Chuanyang Gong, Zhihua Wei, Rui Wang, Ping Zhu, Jing Chen, Hongyun Zhang, Duoqian Miao. Incorporating Multi-perspective Information into Reinforcement Learning to Address Multi-hop Knowledge Graph Question Answering. Expert Systems with Applications, 2024  
• Tianna Zhao, Yuanjian Zhang, Duoqian Miao. Granular Correlation-based Label-specific Feature Augmentation for Multi-label Classification. Information Sciences, Volume 689, 2024.  
• Jie Zhao, Renxia Wan, Duoqian Miao, Boyang Zhang. Rule Acquisition of Three‐way Semi‐concept Lattices in Formal Decision Context. CAAI Transactions on Intelligence Technology, 2024.  
• Qixian Zhang, Jun Wu, Duoqian Miao, Cairong Zhao, Qi Zhang. Attentive Multi-granularity Perception Network for Person Search. Information Sciences, Volume 681, 2024.  
• Caihui Liu, Bowen Lin, Duoqian Miao. A Novel Adaptive Neighborhood Rough Sets Based on Sparrow Search Algorithm and Feature Selection. Information Sciences, Volume 679, 2024.  
• Jin Qian, Mingchen Zheng, Ying Yu, Chuanpeng Zhou, Duoqian Miao. A Dynamic Anonymization Privacy-preserving Model Based on Hierarchical Sequential Three-way Decisions. Information Sciences, Volume 686, 2025.  
• Kehua Yuan, Duoqian Miao, Yiyu Yao, Hongyun Zhang, Xuerong Zhao. Feature Selection Using Zentropy-Based Uncertainty Measure. IEEE Transactions on Fuzzy Systems, Volume 32, 2024.  
• Li Ying, Yizhang Liu, Zhifei Zhang, Duoqian Miao.Multigranularity-Aware Network for SAR Ship Detection in Complex Backgrounds.IEEE Geoscience and Remote Sensing Letters, Volume 21, 2024.  
• Jing Chen, Zhihua Wei, Jiaqi Wang, Rui Wang, Chuanyang Gong, Hongyun Zhang, Duoqian Miao. Supplementing Domain Knowledge to BERT with Semi-structured Information of Documents.Expert Systems with Applications, Volume 235, 2024.  
• Ying Yu, Ming Wan, Jin Qian, Duoqian Miao, Zhiqiang Zhang. PenFeature Selection for Multi-label Learning Based on Variable-degree Multi-granulation Decision-theoretic Rough Sets.International Journal of Approximate Reasoning, Volume 169, 2024.  
• Cairong Zhao, Yubin Wang, Xinyang Jiang, Yifei Shen, Kaitao Song, Dongsheng Li, Duoqian Miao.Learning Domain Invariant Prompt for Vision-Language Models.IEEE Transactions on Image Processing, Volume 33, 2024.  
• Xiying Chen , Caihui Liu , Bowen Lin , Jianying Lai , Duoqian Miao.AHA-3WKM: The Optimization of K-means with Three-way Clustering and Artificial Hummingbird Algorithm.Information Sciences, Volume 672, 2024.  
• Jin Qian, Yuehua Lu, Ying Yu, Jie Zhou, Duoqian Miao.Hierarchical Sequential Three-Way Multi-Attribute Decision-Making Method Based on Regret Theory in Multi-Scale Fuzzy Decision Systems.IEEE Transactions on Fuzzy Systems, 2024.  
• Dong Chen, Duoqian Miao, Xuerong Zhao.Hyneter:Hybrid Network Transformer for Multiple Computer Vision Tasks.IEEE Transactions on Industrial Informatics, Volume 20, 2024.  
• Junyao Gao, Xinyang Jiang, Shuguang Dou, Dongsheng Li, Duoqian Miao, Cairong Zhao.Re-ID-leak: Membership Inference Attacks Against Person Re-identification.International Journal of Computer Vision, 2024.  
• Yanping Li, Duoqian Miao, Hongyun Zhang, Jie Zhou, Cairong Zhao.Multi-granularity Cross Transformer Network for person re-identification.Pattern Recognition, Volume 150, 2024.  
• Jin Qian, Haoying Jiang, Ying Yu, Hui Wang, Duoqian Miao.Multi-level Personalized K-anonymity Privacy-preserving Model Based on Sequential Three-way Decisions.Expert Systems with Applications, Volume 239, 2024.  
• Li Ying, Duoqian Miao, Zhifei Zhang.A Robust One-stage Detector for SAR Ship Detection with Sequential Three-way Decisions and Multi-granularity.Information Sciences, Volume 667, 2024.  
• Yanping Li, Yizhang Liu, Hongyun Zhang, Cairong Zhao, Zhihua Wei, Duoqian Miao.Occlusion-Aware Transformer With Second-Order Attention for Person Re-Identification.IEEE Transactions on Image Processing, Volume 33, 2024.  
• Jiaqiang Wan, Kesheng Zhang, Wenyi Ran, Duoqian Miao.A Feasible Solution Model for Manifold Clustering.Engineering Applications of Artificial Intelligence, Volume 134, 2024.  
• Kehua Yuan, Weihua Xu, Duoqian Miao.A Local Rough Set Method for Feature Selection by Variable Precision Composite Measure.Applied Soft Computing, Volume 155, 2024.  
• Dong Chen, Duoqian Miao, Xuerong Zhao.Multi-Granularity Detector for Enhanced Small Object Detection Under Sample Imbalance.Information Science, 2024.  
• Jie Zhao, Renxia Wan, Duoqian Miao.Conflict Analysis Triggered by Three-Way Decision and Pythagorean Fuzzy Rough Set.International Journal of Computational Intelligence Systems, 2024.  
• Li Ying, Duoqian Miao, Zhifei Zhang, Hongyun Zhang, Witold Pedrycz.Multi-granularity Feature Enhancement Network for Maritime Ship Detection.CAAI Transactions on Intelligence Technology, Volume 9, 2024.  

• Jiaqiang Wan, Kesheng Zhang, Zhenpeng Guo, Duoqian Miao. A new clustering algorithm based on connectivity. Applied Intelligence, 2023.53:20272-20292.  
• Jie Zhao, Renxia Wan, Duoqian Miao, Boyang Zhang. Rule acquisition of three‐way semi‐concept lattices in formal decision context. CAAI Transactions on Intelligence Technology, 2023.53:23641–23654.  
• Caihui Liu, Jianying Lai, Bowen Lin, Duoqian Miao. An improved ID3 algorithm based on variable precision neighborhood rough sets. Applied Intelligence, 2023,53:23641-23654..  
• Rui Shu, Cairong Zhao, Shuyang Feng, Liang Zhu, Duoqian Miao. Text-Enhanced Scene Image Super-Resolution via Stroke Mask and Orthogonal Attention. IEEE Transactions on Circuits and Systems for Video Technology,2023.3267133.  
• Ying Yu, Zhen Cai, Duoqian Miao, Jin Qian, Hong Tang. An interactive network based on transformer for multimodal crowd counting. Applied Intelligence,2023.53:22602-22614.  
• Tianna Zhao, Yuanjian Zhang, Duoqian Miao, Hongyun Zhang. Multi-granular labels with three-way decisions for multi-label classification. International Journal of Machine Learning and Cybernetics,2023.14:3737-3752.  
• Wenli Sun, Xinyang Jiang, Shuguang Dou, Dongsheng Li, Duoqian Miao, Cheng Deng, Cairong Zhao. Invisible Backdoor Attack with Dynamic Triggers against Person Re-IDentification. IEEE Transactions on Information Forensics and Security, 2023.3322659.  
• Kecan Cai, Hongyun Zhang, Witold Pedrycz, Duoqian Miao. SSS-Net: A shadowed-sets-based semi-supervised sample selection network for classification on noise labeled images. Knowledge-Based Systems, 2023, 276110732.  
• Changming Zhu, Yanchen Liu, Duoqian Miao, Yilin Dong, Witold Pedrycz. Within-cross-consensus-view representation-based multi-view multi-label learning with incomplete data. Neurocomputing, 2023.557126729.  
• Zifan Song, Cairong Zhao, Guosheng Hu, Duoqian Miao. Learning Scene-Pedestrian Graph for End-to-End Person Search. IEEE Transactions on Industrial Informatics, 2023.3298473.  
• Hongyun Zhang, Miao Li, Duoqian Miao, Witold Pedrycz, Zhaoguo Wang, Minghui Jiang. Construction of a feature enhancement network for small object detection. Pattern Recognition, 2023, 143109801.  
• Li Ying, Duoqian Miao, Zhifei Zhang. 3WM-AugNet: A Feature Augmentation Network for Remote Sensing Ship Detection Based on Three-Way Decisions and Multigranularity. IEEE Transactions on Geoscience and Remote Sensing, 2023(61):1-19  
• Xianyong Zhang, Zhong Yuan and Duoqian Miao. Outlier Detection Using Three-Way Neighborhood Characteristic Regions and Corresponding Fusion Measurement. IEEE Transactions on Knowledge and Data Engineering. 2023.3312108.  
• Yadi Wang, Hongyun Zhang, Duoqian Miao, Witold Pedrycz. Multigranularity re-ranking for visible-infrared person reidentification. CAAI Transaction on Intelligence Technology.2023.cit2.12182.  
• Ziye Wang, Duoqian Miao. Spatial-temporal single object tracking with three-way decision theory. International Journal of Approximate Reasoning, 2023, 154:38-47.  
• Dong Chen, Duoqian Miao. Control Distance IoU and Control Distance IoU Loss for Better Bounding Box Regression. Pattern Recognition, 2023, 137:109256  
• Yong Wang, Ningchuang Yang, Duoqian Miao, Qiuyi Chen. Dual-channel and multi-granularity gated graph attention network for aspect-based sentiment analysis. Applied Intelligence (2023) 53:13145–13157.  

• Caihui Liu, Bowen Lin, Jianying Lai, Duoqian Miao. An improved decision tree algorithm based on variable precision neighborhood similarity. Information Sciences, 2022, 615:152–166.  
• Dong Chen, Duoqian Miao, Cairong Zhao, Hailong Zhou. Candidate region acquisition optimization algorithm based on multi-granularity data enhancement. International Journal of Machine Learning and Cybernetics, 2022, 13:1847-1860.  
• Yong Wang, Jin Chen, Yujuan Han, Duoqian Miao. Combining attention mechanism and Retinex model to enhance low-light images. Computers & Graphics, 2022, 104:95-105.  
• Cairong Zhao, Zhicheng Chen, Shuguang Dou, Zefan Qu, Jiawei Yao, Jun Wu, Duoqian Miao. Context-Aware Feature Learning for Noise Robust Person Search. IEEE Transactions on Circuits and Systems for Video Technology, 2022, 32:7047-7060.  
• Jin Qian, Chengxin Hong, Ying Yu, Caihui Liu, Duoqian Miao. Generalized multigranulation sequential three-way decision models for hierarchical classification. Information Sciences, 2022, 616:66-87  
• Tianna Zhao, Yuanjian Zhang, Duoqian Miao. Intuitionistic fuzzy-based three-way label enhancement for multi-label classification. Mathematics, 2022, 10(11):1847  
• Xuerong Zhao, Duoqian Miao. Isomorphic Relationship Between L-three-way Concept Lattices. Cognitive Computation, 2022, 14:1997–2019.  
• Changming Zhu, Shuaiping Guo, Dujuan Cao, YiTing Zhou, Duoqian Miao, Witold Pedrycz. Multi-view multi-label-based online method with threefold correlations and dynamic updating multi-region. Neural Computing and Applications, 2022, 34:6097-6117.  
• Tianna Zhao, Yuanjian Zhang, Duoqian Miao, Witold Pedrycz. Selective label enhancement for multi-label classification based on three-way decisions. International Journal of Approximate Reasoning, 2022, 150:172-187.  
• Xiaodong Yue, S. W. Liu, Q. Qian, Duoqian Miao, Can Gao. Semi-supervised shadowed sets for three-way classification on partial labeled data. Information Sciences, 2022, 607:1372-1390.  
• 徐健锋, 苗夺谦, 张远健. 分段延迟代价敏感三支决策. 软件学报, 2022, 33(10): 3754–3775.  

• Changming Zhu,Dujuan Cao, Shuaiping Guo, Rigui Zhou, Lai Wei, YiLing Dong, Duoqian Miao. Weak-label-based global and local multi-view multi-label learning with three-way clustering. International Journal of Machine Learning and Cybernetics, 2021: 1-18.  
• 余鹰,朱慧琳,钱进,潘诚,苗夺谦.基于深度学习的人群计数研究综述[J].计算机研究与发展,2021,58(12):2724-2747.  
• Cairong Zhao, Yuanpeng Tu, Zhihui Lai, Fumin Shen,Heng Tao Shen, and Duoqian Miao. Salience-guided iterative asymmetric mutual hashing for fast person re-identification. IEEE Transactions on Image Processing, 2021, 30: 7776-7789.  
• Shengdan Hu, Duoqian Miao, Witold Pedrycz. Multi granularity based label propagation with active learning for semi-supervised classification. Expert Systems with Applications, 2021: 116276.  
• Shaowei Hou, Cairong Zhao, Zhicheng Chen, Jun Wu, Zhihua Wei, Duoqian Miao. Improved instance discrimination and feature compactness for end-to-end person search. IEEE Transactions on Circuits and Systems for Video Technology, 2021.  
• Xianyong Zhang, Hongyuan Gou, Zhiying Lv, Duoqian Miao. Double-quantitative distance measurement and classification learning based on the tri-level granular structure of neighborhood system. Knowledge-Based Systems, 2021, 217: 106799.  
• Xianyong Zhang, Hong Yao, Zhiying Lv, Duoqian Miao. Class-specific information measures and attribute reducts for hierarchy and systematicness. Information Sciences, 2021, 563: 196-225.  
• 胡声丹,苗夺谦,姚一豫.基于三支标签传播的半监督属性约简.计算机学报,2021,44(11):2332-2343.  
• Renxia Wan, Duoqian Miao, Witold Pedrycz. Constrained tolerance rough set in incomplete information systems. CAAI Transactions on Intelligence Technology, 2021,6:440-449  
• Can Gao, Jie Zhou, Duoqian Miao, Xiaodong Yue, Jun Wan. Granular conditional entropy-based attribute reduction for partially labeled data with proxy labels. Information Sciences, 580 (2021) 111-128  
• Yuanjian Zhang, Tianna Zhao, Duoqian Mao, Witold Pedrycz. Granular multilabel batch active learning with pairwise label correlation. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2022,52(5): 3079-3091.  
• Yuting Yang, Duoqian Miao, Hongyun Zhang. 3W‑AlignNet: A feature alignment framework for person search with three‑way decision theory. Cognitive Computation, 2021  
• Xuerong Zhao, Duoqian Miao, Hamido Fujita. Variable-precision three-way concepts in L-contexts. International Journal of Approximate Reasoning. 2021(130):107-125.  
• Can Gao, Jie Zhou, Duoqian Miao, Jajun Wen, Xiaodong Yue. Three-way decision with co-training for partially labeled data. Information Sciences.2021, 544:500–518  

• Guangming Lang, Duoqian Miao, Hamido Fujita. Three-way group conflict analysis based on pythagorean fuzzy set theory. IEEE Transactions on Fuzzy Systems. 2020, 28(3): 447-461.  
• Xiaodong Yue, Jie Zhou, Yiyu Yao, Duoqian Miao. Shadowed neighborhoods based on fuzzy rough transformation for three-way classification. IEEE Transactions on Fuzzy Systems. 2020, 28(5): 978-991.  
• Cairong Zhao, Xinbi Lv, Zhang Zhang, Wangmeng Zuo, Jun Wu, Duoqian Miao. Deep fusion feature representation learning with hard mining center-triplet-loss for person re-identification. IEEE Transactions on MultiMedia. 2020,22(12):3180-3195.  
• Sheng Luo, Duoqian Miao, Zhifei Zhang, Yuanjian Zhang, Shengdan Hu. A neighborhood rough set model with nominal metric embedding. Information Sciences. 2020, 520: 373-388.  
• Sheng Luo, Duoqian Miao, Zhifei Zhang, Zhihua Wei. Non-numerical nearest neighbor classifiers with value-object hierarchical embedding. Expert Systems with Applications. 2020, 150, article no. 113206.  
• Yuanjian Zhang, Duoqian Miao, Witold Pedrycz, Tianna Zhao, Jianfeng Xu, Ying Yu. Granular structure-based incremental updating for multi-label classification. Knowledge-based Systems. 2020, 189: 105066.  
• Jie Zhou, Zhihui Lai, Duoqian Miao, Can Gao, Xiaodong Yue, Multigranulation rough-fuzzy clustering based on shadowed sets. Information Sciences. 2020,507:553-573.  
• Jianfeng Xu, Yuanjian Zhang, Duoqian Miao. Three-way confusion matrix for classification: A measure driven view. Information Sciences. 2020,507:772-794.  
• Changming Zhu,Lin Ma,Panhong Wang,Duoqian Miao.Multi-view and Multi-label Method with Three-Way Decision-Based Clustering.Pattern Recognition and Computer Vision.2020,pp 69-80  
• Caihui Liu, Kecan Cai, Duoqian Miao, Jin Qian. Novel matrix-based approaches to computing minimal and maximal descriptions in covering-based rough sets. Information Sciences. 2020,539: 312-326.  
• Xuerong Zhao, Duoqian Miao, Baoqing Hu. On relationship between three-way concept lattices. Information Sciences. 2020,538:396-414  
• Baizhen Li, Zhihua Wei, Duoqian Miao, Nan Zhang, Wen Shen, Chang Gong, Hongyun Zhang, Lijun Sun. Improved general attribute reduction algorithms. Information Sciences. 2020, 536: 298-316.  
• Yumin Chen, Duoqian Miao. Granular regression with a gradient descent method. Information Sciences. 2020,537: 247-260.  
• 王子晔,苗夺谦,赵才荣,罗晟,卫志华.基于多粒度特征的行人跟踪检测结合算法[J].计算机研究与发展,2020,57(05):996-1002.  
• Wen Shen, Zhihua Wei, Qianwen Li, Hongyun Zhang, Duoqian Miao. Three-way decisions based blocking reduction models in hierarchical classification. Information Sciences. 2020. 523: 63-76  
• Changming Zhu, Duoqian Miao. Entropy-based multi-view matrix completion for clustering with side information. Pattern Analysis and Applications. 2020, 23:359-370.  
• Cairong Zhao, Xuekuan Wang, Wangmeng Zuo, Fumin Shen, Ling Shao, Duoqian Miao, Similarity learning with joint transfer constraints for person re-identification. Pattern Recognition, 2020, 97: 107014.  
• Changming Zhu, Duoqian Miao, Rigui Zhou, Lai Wei, Weight-and-universum-based semi-supervised multi-view learning machine. Soft Computing. 2020, 24: 10657-10679.  
• Changming Zhu, Duoqian Miao, Zhe Wang, Rigui Zhou, Lai Wei, Xiafen Zhang. Global and local multi-view multi-label learning. Neurocomputing. 2020, 371:67-77.  
• Xiaodong Yue, Yufei Chen, Duoqian Miao, Hamido Fujita, Fuzzy neighborhood covering for three-way classification. Information Sciences. 2020,507:795-808.  
• Jin Qian,Caihui Liu,Duoqian Miao,Xiaodong Yue.Sequential three-way decisions via multi-granularity.Information Sciences. 2020,507:606-629.  

• Cairong Zhao, Kang Chen, Di Zhang, Zhaoxiang Zhang, Wangmeng Zuo, Duoqian Miao. Uncertainty-optimized deep learning model for small-scale person re-identification. Science China Information Sciences. 2019, 62(12)  
• Yong Liu, Xiangping Kang, Duoqian Miao, Deyu Li, A knowledge acquisition method based on concept lattice and inclusion degree for ordered information systems. International Journal of Machine Learning and Cybernetics. 2019,10(11): 3245-3261.  
• Jie Zhou, Duoqian Miao, Can Gao, Zhihui Lai, Xiaodong Yue. Constrained three-way approximations of fussy sets: From the perspective of minimal distance.Information Sciences. 2019,502:247-267.  
• Ning Yao, Duoqian Miao, Witold Pedrycz, Hongyun Zhang, Zhifei Zhang, Causality measures and analysis: A rough set framework. Expert Systems with Applications. 2019, 136(1): 187-200.  
• Hongyun Zhang,Ting Zhang,Peipei Wang,Zhihua Wei.Multi-granularity principal curves extraction based on improved spectral clustering of complex distribution data.International Journal of Approxiamte Reasoning,2019,105:356-367.  
• Changming Zhu,Duoqian Miao.Semi-supervised one-pass multi-view learning with variable features and views.Neural Processing Letters,2019,50(1):189-226  
• Cairong Zhao,Kang Chen,Zhihua Wei,Yipeng Chen,Duoqian Miao,Wei Wang.Multilevel triplet deep learning model for person re-identification.Pattern Recognition Letters,2019,117:161-168.  
• Hongyun Zhang,Ting Zhang,Witold Pedrycz,Cairong Zhao,Duoqian Miao.Improved adaptive image retrieval with the use of shadowed sets.Pattern Recognition,2019,90:390-403.  
• Zhihua Wei,Wen Shen,Cairong Zhao,Duoqian Miao.A self-adaptive cascade ConvNets model based on label relation mining.Neurocomputing,2019,328:29-38.  
• 邓大勇,卢克文,苗夺谦,黄厚宽.知识系统中全粒度粗糙集及概念漂移的研究[J].计算机学报,2019,42(01):85-97.  
• 罗晟,苗夺谦,张志飞,张远健,胡声丹.基于层次信息粒表示的属性图链接预测模型[J].计算机研究与发展,2019,56(03):623-634.  
• Yuebing Zhang,Zhifei Zhang,Duoqian Miao,Jiaqi Wang.Three-way enhanced convolutional neural networks for sentence-level sentiment classification.Information Sciences,2019,477:55–64.  
• Yuebing Zhang,Duoqian Miao,Jiaqi Wang,Zhifei Zhang.A cost-sensitive three-way combination technique for ensemble learning in sentiment classification.International Journal of Approximate Reasoning,2019,105:85–97.  
• Ning Yao,Duoqian Miao.Identification of structures and causation in flow graphs.Information Sciences,2019,486:287–309.  

• Zhihui Lai,Dongmei Mo,WaiKeung Wong,Yong Xu,Duoqian Miao,David Zhang.Robust discriminant regression for feature extraction.IEEE Transactions on Cybernetics,2018,48:2472-2484.  
• Jie Zhou, Duoqian Miao, Can Gao, Zhihui Lai, Xiaodong Yue. Constrained three-way approximations of fuzzy sets: From the perspective of minimal distance Information Sciences. 2019, 502:247-267.  
• Xiaodong Yue,Yufei Chen,Duoqian Miao,Hamido Fujita.Fuzzy neighborhood covering for three-way decisions.Information Sciences.2018 (in press)  
• Guangming Lang,Mingjie Cai,Hamido Fujita,Qimei Xiao.Related families-based attribute reduction of dynamic covering decision information systems.Knowledge-based Systems,2018,162:161-173.  
• Cairong Zhao,Yipeng Chen,Zhihua Wei,Duoqian Miao,Xinjian Gu.QRKISS: A two-stage metric learning via QR-decomposition and KISS for person re-identification.Neural Processing Letters,2018.https://doi.org/10.1007/s11063-018-9820-x  
• Jie Zhou,Zhihui Lai,Duoqian Miao,Can Gao,Xiaodong Yue.Multigranulation rough-fuzzy clustering based on shadowed sets.Information Sciences,2018 (in press).  
• 韩朝,苗夺谦,任福继,张红云.基于粗糙集知识发现的开放领域中文问答检索[J].计算机研究与发展,2018,55(05):958-967.  
• Jie Zhou,Zhihui Lai,Can Gao,Duoqian Miao,Xiaodong Yue.Rough possibilistic c-means clustering based on multigranulation approximation regions and shadowed sets.Knowledge-Based Systems,2018,160:144-166.  
• Xiangping Kang,Duoqian Miao,Guoping Lin,Yong Liu.Relation granulation and algebraic structure based on concept lattice in complex information systems.International Journal of Machine Learning & Cybernetics,2018,9:1895-1907.  
• Cairong Zhao,Yipeng Chen,Xuekuan Wang,Waikeung Wong,Duoqian Miao,Jingsheng Lei.Kernelized random KISS metric learning for person re-identification.Neurocomputing,2018,175:403-417.  
• Can Gao,Zhihui Lai,Jie Zhou,Cairong Zhao,Duoqian Miao.Maximum decision entropy-based attribute reduction in decision-theoretic rough set model.Knowledge-Based Systems,2018,143:179-191.  
• Cairong Zhao,Xuekuan Wang,Duoqian Miao,Hanli Wang,Weishi Zheng,Yong Xu,David Zhang.Maximal granularity structure and generalized multi-view discriminant analysis for person re-identification.Pattern Recognition,2018,79:79-96.  
• Yuanjian Zhang,Duoqian Miao,Zhifei Zhang,Jianfeng Xu,Sheng Luo.A three-way selective ensemble model for multi-label classification.International Journal of Approximate Reasoning,2018,103:394-413.  
• Zhao Han,Fuji Ren,Duoqian Miao.Sentiment analysis method based on an improved modifying-matrix language model.IEEJ Transactions on Electrical and Electronic Engineering,2018,13(10):1446-1453.  

• Guangming Lang,Duoqian Miao,Mingjie Cai,Zhifei Zhang.Incremental approaches for updating reducts in dynamic covering information systems.Knowledge-Based Systems,2017,134:85-104.  
• Xianyong Zhang,Duoqian Miao.Three-way attribute reducts.International Journal of Approximate Reasoning,2017,88:401-434.  
• Cairong Zhao,Xuekuan Wang,Wai Keung Wong,Weishi Zheng,Jian Yang,Duoqian Miao.Multiple metric learning based on bar-shape descriptor for person re-identification.Pattern Recognition,2017,71:218-234.  
• Guangming Lang,Duoqian Miao,Mingjie Cai.Three-way decision approaches to conflict analysis using decision-theoretic rough set theory.Information Sciences,2017,406-407:185-207.  
• 邓大勇,薛欢欢,苗夺谦,卢克文.属性约简准则与约简信息损失的研究[J].电子学报,2017,45(02):401-407.  
• 李峰,苗夺谦,张志飞,张维.基于互信息的粒化特征加权多标签学习k近邻算法[J].计算机研究与发展,2017,54(05):1024-1035.  
• Xianyong Zhang,Duoqian Miao.Three-layer granular structures and three-way informational measures of a decision table.Information Sciences,2017,412-413:67-86.  
• Xiaodong Yue,Yufei Chen,Duoqian Miao,Jin Qian.Tri-partition neighborhood covering reduction for robust classification.International Journal of Approximate Reasoning,2017,83:371-384.  
• Feng Li,Duoqian Miao,Witold Pedcryz.Granular multi-label feature selection based on mutual information.Pattern Recognition,2017,67:410-423.  
• Jianfeng Xu,Duoqian Miao,Yuanjian Zhang,Zhifei Zhang.A three-way decisions model with probabilistic rouh sets for stream computing.International Journal of Approximate Reasoning,2017,88:1-22.  

• Xianyong Zhang,Duoqian Miao.Quantitative/qualitative region-change uncertainty/certainty in attribute reduction: Comparative region-change analyses based on granular computing.Information Sciences,2016,334-335:174-204.  
• Xiangping Kang,Duoqian Miao.A study on information granularity in formal concept analysis based on concept-bases.Knowledge-Based Systems,2016,105:147-159.  
• Xiangping Kang,Duoqian Miao.A variable precision rough set model based on the granularity of tolerance relation.Knowledge-Based Systems,2016,102:103-115.  
• 邓大勇,苗夺谦,黄厚宽.信息表中概念漂移与不确定性分析[J].计算机研究与发展,2016,53(11):2607-2612.  
• Xianyong Zhang,Duoqian Miao.Double-quantitative fusion of accuracy and importance: Systematic measure mining, benign integration construction, hierarchical attribute reduction.Knowledge-Based Systems,2016,91:219-240.  
• Xuekuan Wang,Cairong Zhao,Duoqian Miao,Zhihua Wei,Renxian Zhang,Tingfei Ye.Fusion of multiple channel features for person re-identification.Neurocomputing,2016,213:125-136.  
• Xiaohong Zhang,Duoqian Miao,Caihui Liu,Meilong Le.Constructive methods of rough approximation operators and multigranulation rough sets.Knowledge-Based Systems,2016,91:114-125.  
• Guangming Lang,Duoqian Miao,Tian Yang,Mingjie Cai.Knowledge reduction of dynamic covering decision information systems when varying covering cardinalities.Information Sciences,2016,346:236-260.  
• Lei Wang,Fuji Ren,Duoqian Miao.Multi-label emotion recognition of weblog sentence based on Bayesian networks.IEEJ Transactions on Electrical and Electronic Engineering,2016,11(2):178-184.  

• 张志飞,苗夺谦,聂建云,岳晓冬.否定句的情感不确定性度量及分类[J].计算机研究与发展,2015,52(08):1806-1816.  
• Xin Cheng,Duoqian Miao,Can Wang.A link-based approach to semantic relation analysis.Neurocomputing,2015,154:127-138.  
• Xiaodong Yue,Longbing Cao,Duoqian Miao,Yufei Chen,Bing Xu.Multi-view attribute reduction model for traffic bottleneck analysis.Knowledge-Based Systems,2015,86:1-10.  
• Caiming Zhong,Mikko Malinen,Duoqian Miao,Pasi Franti.A fast minimum spanning tree algorithm based on K-means.Information Sciences,2015,295:1-17.  

• Hongyun Zhang,Witold Pedrycz,Duoqian Miao,Zhihua Wei.From principal curves to granular principal curves.IEEE Transactions on Cybernetics,2014,44(6):748-760.  
• Rui Zhao,Zhihua Wei,YanWu,Cairong Zhao,Duoqian Miao.Bayes network based collaborating control algorithm in active multicamera network with applications to object tracking.Mathematical Problems in Engineering,2014,1-8.  
• 徐菲菲,雷景生,毕忠勤,苗夺谦,杜海舟.大数据环境下多决策表的区间值全局近似约简[J].软件学报,2014,25(09):2119-2135.  
• 张维,苗夺谦,高灿,岳晓冬.邻域粗糙协同分类模型[J].计算机研究与发展,2014,51(08):1811-1820.  
• Cairong Zhao,Zhihui Lai,Duoqian Miao,Zhihua Wei,Caihui Liu.Graph embedding discriminant analysis for face recognition.Neural Computing and Applications,2014,24(7-8):1697-1706.  
• Xiaodong Yue,Duoqian Miao,Longbing Cao,Qiang Wu,Yufei Chen.An efficient color quantization based on generic roughness measure.Pattern Recognition,2014,47(4):1777-1789.  
• Caihui Liu,Duoqian Miao,Jin Qian.On multi-granulation covering rough sets.International Journal of Approximate Reasoning,2014,55:1404-1418.  
• Xianyong Zhang,Duoqian Miao.Quantitative information architecture,granular computing and rough set models in the double-quantitative approximation space of precision and grade.Information Sciences,2014,268:147-168.  
• Xianyong Zhang,Duoqian Miao.Reduction target structure-based hierarchical attribute reduction for two-category decision-theoretic rough sets.Information Sciences,2014,277:755-776.  
• Jin Qian,Duoqian Miao,Zehua Zhang,Xiaodong Yue.Parallel attribute reduction algorithms using MapReduce.Information Sciences,2014,279:671-690.  
• Xianyong Zhang,Duoqian Miao.Region-based quantitative and hierarchical attribute reduction in the two-category decision theoretic rough set model.Knowledge-Based Systems,2014,71:146-161.  
• Pawan Lingras,Min Chen,Duoqian Miao.Qualitative and quantitative combinations of crisp and rough clustering schemes using dominance relations.International Journal Approximation Reasoning,2014,55(1):238-258.  
• Ying Yu,Witold Pedrycz,Duoqian Miao.Multi-label classification by exploiting label correlations.Expert Systems with Applications,2014,41:2989-3004.  

• Deng Wang,Duoqian Miao,Gunnar Blohm.A new method for EEG-based concealed information test.IEEE Transactions on Information Forensics & Security,2013,8:520-527.  
• Cairong Zhao,Duoqian Miao,Zhihui Lai,Can Gao,Chuancai Liu,Jingyu Yang.Two-dimensional color uncorrelated discriminant analysis for face recognition.Neurocomputing,2013,113:251–261.  
• Can Gao,Witold Pedrycz,Duoqian Miao.Rough subspace-based clustering ensemble for categorical data.Soft Computing,2013,17:1-16.  
• Ying Yu,Witold Pedrycz,Duoqian Miao.Neighborhood rough sets based multi-label classification for automatic image annotation.International Journal of Approximate Reasoning,2013,54:1373-1387.  
• Xianyong Zhang,Duoqian Miao.Two basic double-quantitative rough set models of precision and grade and their investigation using granular computing.International Journal of Approximate Reasoning,2013,54(8):1130-1148.  
• Hongyun Zhang,Witold Pedrycz,Duoqian Miao,Caiming Zhong.A global structure-based algorithm for detecting the principal graph from complex data.Pattern Recognition,2013,46(6):1638–1647.  
• 王登,苗夺谦,王睿智.一种新的基于小波包分解的EEG特征抽取与识别方法研究[J].电子学报,2013,41(01):193-198.  

• 苗夺谦,徐菲菲,姚一豫,魏莱.粒计算的集合论描述[J].计算机学报,2012,35(02):2351-2363.  
• Hongyun Zhang,Jie Zhou,Duoqian Miao,Can Gao.Bayesian rough set model: A further investigation.International Journal of Approximate Reasoning,2012,53(4):541-557.  
• Xiaodong Yue,Duoqian Miao,Nan Zhang,Longbing Cao,Qing Wu.Multiscale roughness measure for color image segmentation.Information Sciences,2012,216:93-112.  
• Caihui Liu,Duoqian Miao,Nan Zhang.Graded rough set model based on two universes and its properties.Knowledge-Based Systems,2012,33:65-72.  
• Yiyu Yao,Nan Zhang,Duoqian Miao,Feifei Xu.Set-theoretic approaches to granular computing.Fundamenta Informaticae,2012,115(2-3):247-264.  
• Deng Wang,Duoqian Miao,Gunnar Blohm.Multi-class motor imagery EEG decoding for brain-computer interfaces.Frontiers in Neuroscience,2012,6:151.doi:10.3389/fnins.2012.00151.  

• 钱进,苗夺谦,张泽华.云计算环境下知识约简算法[J].计算机学报,2011,34(12):2332-2343.  
• Min Chen,Duoqian Miao.Interval set clustering.Expert Systems with Applications,2011,38:2923-2932.  
• Yi Cheng,Duoqian Miao,Qinrong Feng.Positive approximation and converse approximation in interval-valued fuzzy rough sets.Information Sciences,2011,181(11):2086-2110.  
• Yi Cheng,Duoqian Miao.Rule extraction based on granulation order in interval-valued fuzzy information system.Expert Systems with Applications,2011,38(10):12249-12261.  
• Caiming Zhong,Duoqian Miao,Pasi Fränti.Minimum spanning tree based split-and-merge: A hierarchical clustering method.Information Sciences,2011,181(16):3397-3410.  
• Hongyun Zhang,Duoqian Miao,Caiming Zhong.Modified principal curves based fingerprint minutiae extraction and pseudo minutiae detection.International Journal of Pattern Recognition and Artificial Intelligence,2011,25(8):1243-1260.  
• Duoqian Miao,Can Gao,Nan Zhang,Zhifei Zhang.Diverse reduct subspaces based co-training for partially labeled data.International Journal of Approximate Reasoning,2011,52(8):1103-1117.  
• Jie Zhou,Duoqian Miao,Witold Pedrycz,Hongyun Zhang.Analysis of alternative objective functions for attribute reduction in complete decision tables.Soft Computing,2011,15(8):1601-1616.  
• Jie Zhou,Duoqian Miao.β-Interval attribute reduction in variable precision rough set model.Soft Computing,2011,15(8):1643-1656.  
• Jie Zhou,Witold Pedrycz,Duoqian Miao.Shadowed sets in the characterization of rough-fuzzy clustering.Pattern Recognition,2011,44(8):1738-1749.  
• Wen Li,Duoqian Miao,Weili Wang.Two-level Hierarchical combination method for text classification.Expert Systems with Applications,2011,38(3):2030-2039.  
• Yuming Chen,Duoqian Miao,Ruizhi Wang,Keshou Wu.A rough set approach to feature selection based on power set tree.Knowledge-Based Systems,2011,24(2):275-281.  
• Deng Wang,Duoqian Miao,Chen Xie.Best basis-based wavelet packet entropy feature extraction and hierarchical EEG classification for epileptic detection.Expert Systems with Applications,2011,38:14314-14320.  

• 岳晓冬,苗夺谦,钟才明.基于粗糙性度量的彩色图像分割方法[J].自动化学报,2010,36(06):807-816.  
• 张楠,苗夺谦,岳晓冬.区间值信息系统的知识约简[J].计算机研究与发展,2010,47(08):1362-1371.  
• 苗夺谦,周杰,张楠,冯琴荣,王睿智.基于代数方程组的属性约简研究[J].电子学报,2010,38(05):1021-1027.  
• Caiming Zhong,Duoqian Miao,Ruizhi Wang.A graph-theoretical clustering method based on two rounds of minimum spanning trees.Pattern Recognition.2010,43(3):752-766.  
• Qinrong Feng,Duoqian Miao,Yi Cheng.Hierarchical decision rules mining.Expert Systems with Applications,2010,37(3):2081-2091.  
• Yuming Chen,Duoqian Miao,Ruizhi Wang.A rough set approach to feature selection based on ant colony optimization.Pattern Recognition Letters,2010,31(3):226-233.  
• Yuming Chen,Duoqian Miao,Hongyun Zhang.Neighborhood outlier detection.Expert Systems with Applications,2010,37(12):8745-8749.  
• Na Jiao,Duoqian Miao,Jie Zhou.Two novel feature selection methods based on decomposition and composition.Expert Systems with Applications,2010,37(12):7419-7426.  

• Pawan Lingras, Min Chen, Duoqian Miao, Semi-supervised rough cost/benefit decisions. Fundamenta Informaticae, 2009, 94: 233-244.  
• Zhihua Wei, Duoqian Miao, Jean-Hugues Chauchat, Rui Zhao, Wen Li, N-grams based feature selection and text representation for chinese text classification, 2009,2(4): 365-374  
• 陈玉明,苗夺谦.基于幂图的属性约简搜索式算法[J].计算机学报,2009,32(08):1486-1492.  
• Pawan Lingras,Min Chen,Duoqian Miao.Rough cluster quality index based on decision theory.IEEE Transactions on Knowledge and Data Engineering,2009,21(7):1014-1026.  
• Duoqian Miao,Qiguo Duan,Hongyun Zhang,Na Jiao.Rough set based hybrid algorithm for text classification.Expert Systems with Applications,2009,36(5):8932-8937.  
• Duoqian Miao,Yan Zhao,Yiyu Yao,Huaxiong Li,Feifei Xu.Relative reducts in consistent and inconsistent decision tables of the Pawlak rough set model.Information Sciences,2009,179(24):4140-4150.  
• Caiming Zhong,Duoqian Miao.A comment on "Using locally estimated geodesic distance to optimize neighborhood graph for isometric data embedding".Pattern Recognition,2009,42(5):1012-1013.  

• 苗夺谦,王睿智,冉巍.基于动态贝叶斯网络的连续语音识别框架及其Token传递模型[J].计算机研究与发展,2008(11):1882-1891.  
• Caiming Zhong,Duoqian Miao,Ruizhi Wang,Xinmin Zhou.DIVFRP: An automatic divisive hierarchical clustering method based on the furthest reference points.Pattern Recognition Letters,2008,29(16):2067-2077.  

• Duoqian Miao,Qingshi Tang,Weijie Fu,Hongyun Zhang.Fingerprint minutiae extraction based on principal curves.Pattern Recognition Letters,2007,28(16):2184-2189.  

• 苗夺谦.Rough Set理论中连续属性的离散化方法[J].自动化学报,2001(03):296-302.  
• Jue Wang, Duoqian Miao, Analysis on attribute reduction strategies of rough set. Journal of Computer Science and Technology. 1998,13(2): 189-193.  
• 苗夺谦, 王珏. 基于粗糙集的多变量决策树构造方法[J]. 软件学报,1997,8(6):425-431.  
• 魏莱,苗夺谦,徐菲菲,夏富春.基于覆盖的粗糙模糊集模型研究[J].计算机研究与发展,2006(10):1719-1723.  
• 张红云,苗夺谦,张东星.基于主曲线的脱机手写数字结构特征分析及选取[J].计算机研究与发展,2005(08):1344-1349.  
• 苗夺谦,张红云,李道国,王真.基于主曲线的脱机手写数字识别[J].电子学报,2005(09):1639-1643.  
• 苗夺谦,王珏.粗糙集理论中概念与运算的信息表示[J].软件学报,1999(02):2-5.  
• 王珏,王任,苗夺谦,郭萌,阮永韶,袁小红,赵凯.基于Rough Set理论的“数据浓缩”[J].计算机学报,1998(05):393-400.  
• 苗夺谦,胡桂荣.知识约简的一种启发式算法[J].计算机研究与发展,1999(06):42-45.  
• Duoqian Miao,Lishan Hou.A comparison of rough set methods and representative inductive learning algorithms.Fundamenta Informaticae,2004,59(2-3):203-219.