Qingsheng Zhu

ORCID

Publication Activity (10 Years)

Years Active: 2002-2023
Publications (10 Years): 62

Top Venues

Knowl. Based Syst.

IEEE Access

IEEE Trans. Neural Networks Learn. Syst.

Appl. Intell.

Publications

Junnan Li, Qingsheng Zhu
OALDPC: oversampling approach based on local density peaks clustering for imbalanced classification. Appl. Intell. 53 (24) (2023)
Junnan Li, Mingqiang Zhou, Qingsheng Zhu, Quanwang Wu
A framework based on local cores and synthetic examples generation for self-labeled semi-supervised classification. Pattern Recognit. 134 (2023)
Qingsheng Zhu, Kai Gao, Jia-Bao Liu
Cloud model for new energy vehicle supply chain management based on growth expectation. J. Comb. Optim. 45 (5) (2023)
Hong Xie, Qiao Tang, Qingsheng Zhu
A Multiplier Bootstrap Approach to Designing Robust Algorithms for Contextual Bandits. IEEE Trans. Neural Networks Learn. Syst. 34 (12) (2023)
Jinxin Shi, Qingsheng Zhu, Junnan Li
A novel hierarchical clustering algorithm with merging strategy based on shared subordinates. Appl. Intell. 52 (8) (2022)
Jiangmei Luo, Qingsheng Zhu, Junnan Li, Dongdong Cheng, Mingqiang Zhou
A Novel Clustering Algorithm with Dynamic Boundary Extraction Strategy Based on Local Gravitation. PAKDD (2) (2022)
Mingqiang Zhou, Dan Liu, Yanhui Zheng, Qingsheng Zhu, Ping Guo
A text sentiment classification model using double word embedding methods. Multim. Tools Appl. 81 (14) (2022)
Qiao Tang, Hong Xie, Yunni Xia, Jia Lee, Qingsheng Zhu
Robust Contextual Bandits via Bootstrapping. AAAI (2021)
Junnan Li, Qingsheng Zhu, Quanwang Wu, Zhiyong Zhang, Yanlu Gong, Ziqing He, Fan Zhu
SMOTE-NaN-DE: Addressing the noisy and borderline examples problem in imbalanced classification by natural neighbors and differential evolution. Knowl. Based Syst. 223 (2021)
Junnan Li, Qingsheng Zhu, Quanwang Wu, Fan Zhu
A novel oversampling technique for class-imbalanced learning based on SMOTE and natural neighbors. Inf. Sci. 565 (2021)
Mingze Zhong, Hong Xie, Qingsheng Zhu
Quantifying Assimilate-Contrast Effects in Online Rating Systems: Modeling, Analysis and Application. KDD (2021)
Jinxin Shi, Qingsheng Zhu, Junnan Li, Ji Liu, Dongdong Cheng
Hierarchical Clustering Based on Local Cores and Sharing Concept. COMPSAC (2021)
Dongdong Cheng, Qingsheng Zhu, Jinlong Huang, Quanwang Wu, Lijun Yang
Clustering with Local Density Peaks-Based Minimum Spanning Tree. IEEE Trans. Knowl. Data Eng. 33 (2) (2021)
Zhiyong Zhang, Qingsheng Zhu, Fan Zhu, Junnan Li, Dongdong Cheng, Yi Liu, Jiangmei Luo
Density decay graph-based density peak clustering. Knowl. Based Syst. 224 (2021)
Junnan Li, Qingsheng Zhu, Quanwang Wu
A parameter-free hybrid instance selection algorithm based on local sets with natural neighbors. Appl. Intell. 50 (5) (2020)
Junnan Li, Qingsheng Zhu
A boosting Self-Training Framework based on Instance Generation with Natural Neighbors for K Nearest Neighbor. Appl. Intell. 50 (11) (2020)
Quanwang Wu, MengChu Zhou, Qingsheng Zhu, Yunni Xia, Junhao Wen
MOELS: Multiobjective Evolutionary List Scheduling for Cloud Workflows. IEEE Trans Autom. Sci. Eng. 17 (1) (2020)
Mengshi Yuan, Qingsheng Zhu
Spectral Clustering Algorithm Based on Fast Search of Natural Neighbors. IEEE Access 8 (2020)
Junnan Li, Qingsheng Zhu, Quanwang Wu, Dongdong Cheng
An effective framework based on local cores for self-labeled semi-supervised classification. Knowl. Based Syst. 197 (2020)
Renmin Wang, Qingsheng Zhu
Density Peaks Clustering Based on Local Minimal Spanning Tree. IEEE Access 7 (2019)
Lijun Yang, Qingsheng Zhu, Jinlong Huang, Quanwang Wu, Dongdong Cheng, Xiaolu Hong
Constraint nearest neighbor for instance reduction. Soft Comput. 23 (24) (2019)
Quanwang Wu, Fuyuki Ishikawa, Qingsheng Zhu, Yunni Xia
Energy and Migration Cost-Aware Dynamic Virtual Machine Consolidation in Heterogeneous Cloud Datacenters. IEEE Trans. Serv. Comput. 12 (4) (2019)
Xin Luo, MengChu Zhou, Zidong Wang, Yunni Xia, Qingsheng Zhu
An Effective Scheme for QoS Estimation via Alternating Direction Method-Based Matrix Factorization. IEEE Trans. Serv. Comput. 12 (4) (2019)
Junnan Li, Qingsheng Zhu
Semi-Supervised Self-Training Method Based on an Optimum-Path Forest. IEEE Access 7 (2019)
Dongdong Cheng, Qingsheng Zhu, Jinlong Huang, Quanwang Wu, Lijun Yang
A local cores-based hierarchical clustering algorithm for data sets with complex structures. Neural Comput. Appl. 31 (11) (2019)
Junnan Li, Qingsheng Zhu, Quanwang Wu
nearest neighbor. Knowl. Based Syst. 184 (2019)
Dongdong Cheng, Qingsheng Zhu, Jinlong Huang, Quanwang Wu, Lijun Yang
A Novel Cluster Validity Index Based on Local Cores. IEEE Trans. Neural Networks Learn. Syst. 30 (4) (2019)
Dongdong Cheng, Qingsheng Zhu, Jinlong Huang, Quanwang Wu, Lijun Yang
A hierarchical clustering algorithm based on noise removal. Int. J. Mach. Learn. Cybern. 10 (7) (2019)
Renmin Wang, Qingsheng Zhu
LSOF: Novel Outlier Detection Approach Based on Local Structure. ISPA/BDCloud/SocialCom/SustainCom (2019)
Ahmed Mateen, Qingsheng Zhu, Salman Afsar Awan
Comparitive Analysis of Manual vs Automotive Testing for Software Quality. ICSENT (2018)
Ahmed Mateen, Qingsheng Zhu, Salman Afsar Awan, Warda Rashid
Optimization of Fog Computing Based Radio Access Networks. ICSENT (2018)
Dongdong Cheng, Qingsheng Zhu, Quanwang Wu
A Local Cores-Based Hierarchical Clustering Algorithm for Data Sets with Complex Structures. COMPSAC (1) (2018)
Weiling Li, Yunni Xia, Mengchu Zhou, Xiaoning Sun, Qingsheng Zhu
Fluctuation-Aware and Predictive Workflow Scheduling in Cost-Effective Infrastructure-as-a-Service Clouds. IEEE Access 6 (2018)
Renyu Liu, Qingsheng Zhu
A Network Anomaly Detection Algorithm based on Natural Neighborhood Graph. IJCNN (2018)
Jianyun Lu, Qingsheng Zhu, Quanwang Wu
A novel data clustering algorithm using heuristic rules based on k-nearest neighbors chain. Eng. Appl. Artif. Intell. 72 (2018)
Quanwang Wu, MengChu Zhou, Qingsheng Zhu, Yunni Xia
VCG Auction-Based Dynamic Pricing for Multigranularity Service Composition. IEEE Trans Autom. Sci. Eng. 15 (2) (2018)
Ji Feng, Yan Wei, Qingsheng Zhu
Natural neighborhood-based classification algorithm without parameter k. Big Data Min. Anal. 1 (4) (2018)
Yuandou Wang, Jiajia Jiang, Yunni Xia, Quanwang Wu, Xin Luo, Qingsheng Zhu
A Multi-stage Dynamic Game-Theoretic Approach for Multi-Workflow Scheduling on Heterogeneous Virtual Machines from Multiple Infrastructure-as-a-Service Clouds. SCC (2018)
Lijun Yang, Qingsheng Zhu, Jinlong Huang, Dongdong Cheng, Quanwang Wu, Xiaolu Hong
Natural neighborhood graph-based instance reduction algorithm without parameters. Appl. Soft Comput. 70 (2018)
Xin Luo, MengChu Zhou, Shuai Li, Yunni Xia, Zhu-Hong You, Qingsheng Zhu, Hareton Leung
Incorporation of Efficient Second-Order Solvers Into Latent Factor Models for Accurate Prediction of Missing QoS Data. IEEE Trans. Cybern. 48 (4) (2018)
Ji Feng, Cheng Zhang, Qingsheng Zhu
一种具有动态邻域特点的自适应最近邻居算法 (Adaptive Nearest Neighbor Algorithm with Dynamic Neighborhood). 计算机科学 44 (12) (2017)
Jinlong Huang, Qingsheng Zhu, Lijun Yang, Dongdong Cheng, Quanwang Wu
A novel outlier cluster detection algorithm without top-n parameter. Knowl. Based Syst. 121 (2017)
Wanbo Zheng, Yuandou Wang, Yunni Xia, Quanwang Wu, Lei Wu, Kunyin Guo, Weiling Li, Xin Luo, Qingsheng Zhu
On dynamic performance estimation of fault-prone Infrastructure-as-a-Service clouds. Int. J. Distributed Sens. Networks 13 (7) (2017)
Jinlong Huang, Qingsheng Zhu, Lijun Yang, Dongdong Cheng, Quanwang Wu
QCC: a novel clustering algorithm based on Quasi-Cluster Centers. Mach. Learn. 106 (3) (2017)
Wanbo Zheng, Mengchu Zhou, Lei Wu, Yunni Xia, Xin Luo, Shanchen Pang, Qingsheng Zhu, Yanqing Wu
Percentile Performance Estimation of Unreliable IaaS Clouds and Their Cost-Optimal Capacity Decision. IEEE Access 5 (2017)
Quanwang Wu, Fuyuki Ishikawa, Qingsheng Zhu, Yunni Xia, Junhao Wen
Deadline-Constrained Cost Optimization Approaches for Workflow Scheduling in Clouds. IEEE Trans. Parallel Distributed Syst. 28 (12) (2017)
Lijun Yang, Qingsheng Zhu, Jinlong Huang, Dongdong Cheng
Adaptive edited natural neighbor algorithm. Neurocomputing 230 (2017)
Jianyun Lu, Qingsheng Zhu
An Effective Algorithm Based on Density Clustering Framework. IEEE Access 5 (2017)
Dongdong Cheng, Qingsheng Zhu, Jinlong Huang, Lijun Yang, Quanwang Wu
Natural neighbor-based clustering algorithm with local representatives. Knowl. Based Syst. 123 (2017)
Qingsheng Zhu, Langjun Duan, Lijun Yang
基于自然邻居和最小生成树的原型选择算法 (Prototype Selection Algorithm Based on Natural Neighbor and MST). 计算机科学 44 (4) (2017)
Quanwang Wu, Fuyuki Ishikawa, Qingsheng Zhu, Dong-Hoon Shin
QoS-Aware Multigranularity Service Composition: Modeling and Optimization. IEEE Trans. Syst. Man Cybern. Syst. 46 (11) (2016)
Lijun Yang, Qingsheng Zhu, Jinlong Huang, Dongdong Cheng
An efficient reduction algorithm based on natural neighbor and nearest enemy. ICCI*CC (2016)
Xin Luo, MengChu Zhou, Hareton Leung, Yunni Xia, Qingsheng Zhu, Zhu-Hong You, Shuai Li
An Incremental-and-Static-Combined Scheme for Matrix-Factorization-Based Collaborative Filtering. IEEE Trans Autom. Sci. Eng. 13 (1) (2016)
Xin Luo, MengChu Zhou, Yunni Xia, Qingsheng Zhu, Ahmed Chiheb Ammari, Ahmed Alabdulwahab
Generating Highly Accurate Predictions for Missing QoS Data via Aggregating Nonnegative Latent Factor Models. IEEE Trans. Neural Networks Learn. Syst. 27 (3) (2016)
Jinlong Huang, Qingsheng Zhu, Lijun Yang, Dongdong Chen
QCC: A novel cluster algorithm based on Quasi-Cluster Centers. SEKE (2016)
Jinlong Huang, Qingsheng Zhu, Lijun Yang, Ji Feng
A non-parameter outlier detection algorithm based on Natural Neighbor. Knowl. Based Syst. 92 (2016)
Qingsheng Zhu, Ji Feng, Jinlong Huang
Weighted natural neighborhood graph: an adaptive structure for clustering and outlier detection with no neighborhood parameter. Clust. Comput. 19 (3) (2016)
Dongdong Cheng, Qingsheng Zhu, Jinlong Huang, Lijun Yang
Natural neighbor-based clustering algorithm with density peeks. IJCNN (2016)
Xin Luo, MengChu Zhou, Shuai Li, Zhu-Hong You, Yunni Xia, Qingsheng Zhu
A Nonnegative Latent Factor Model for Large-Scale Sparse Matrices in Recommender Systems via Alternating Direction Method. IEEE Trans. Neural Networks Learn. Syst. 27 (3) (2016)
Lijun Yang, Qingsheng Zhu, Jinlong Huang, Dongdong Cheng, Cheng Zhang
Natural Neighbor Reduction Algorithm for Instance-based Learning. Int. J. Cogn. Informatics Nat. Intell. 10 (4) (2016)
Qingsheng Zhu, Ji Feng, Jinlong Huang
Natural neighbor: A self-adaptive neighborhood method without parameter K. Pattern Recognit. Lett. 80 (2016)
Ji Feng, Qingsheng Zhu, Jinlong Huang, Lijun Yang
Extend natural neighbor: a novel classification method with self-adaptive neighborhood parameters in different stages. CoRR (2016)
Yunni Xia, MengChu Zhou, Xin Luo, Shanchen Pang, Qingsheng Zhu
Stochastic Modeling and Performance Analysis of Migration-Enabled and Error-Prone Clouds. IEEE Trans. Ind. Informatics 11 (2) (2015)
Yunni Xia, MengChu Zhou, Xin Luo, Shanchen Pang, Qingsheng Zhu
A Stochastic Approach to Analysis of Energy-Aware DVS-Enabled Cloud Datacenters. IEEE Trans. Syst. Man Cybern. Syst. 45 (1) (2015)
Songyang Li, Jixun Gao, Qingsheng Zhu, Lingqiu Zeng, Ji Liu
A dynamic root simulation model in response to soil moisture heterogeneity. Math. Comput. Simul. 113 (2015)
Jiaqiang Wan, Qingsheng Zhu, Dajiang Lei, Jiaxi Lu
Outlier detection based on transitive closure. Intell. Data Anal. 19 (1) (2015)
Yunni Xia, MengChu Zhou, Xin Luo, Qingsheng Zhu, Jia Li, Yu Huang
Stochastic Modeling and Quality Evaluation of Infrastructure-as-a-Service Clouds. IEEE Trans Autom. Sci. Eng. 12 (1) (2015)
Xin Luo, Mengchu Zhou, Shuai Li, Yunni Xia, Zhuhong You, Qingsheng Zhu, Hareton Leung
An Efficient Second-Order Approach to Factorize Sparse Matrices in Recommender Systems. IEEE Trans. Ind. Informatics 11 (4) (2015)
Quanwang Wu, Qingsheng Zhu, Peng Li
A neural network based reputation bootstrapping approach for service selection. Enterp. Inf. Syst. 9 (7) (2015)
Qingwen Han, Yingxiang Zhu, Lingqiu Zeng, Lei Ye, Xueying He, Xiaoying Liu, Haotian Wu, Qingsheng Zhu
A Road Hotspots Identification Method Based on Natural Nearest Neighbor Clustering. ITSC (2015)
Xin Luo, Yunni Xia, Qingsheng Zhu, Mengchu Zhou
A Hessian-Free Optimization-Based Approach to Latent-Factor-Based QoS Predictors with High Accuracy. SMC (2015)
Jia Li, Xin Luo, Yunni Xia, Yakai Han, Qingsheng Zhu
A time series and reduction-based model for modeling and QoS prediction of service compositions. Concurr. Comput. Pract. Exp. 27 (1) (2015)
Qingsheng Zhu, Xiaogang Fan, Ji Feng
Outlier detection based on k-neighborhood MST. IRI (2014)
Xin Luo, Mengchu Zhou, Yunni Xia, Qingsheng Zhu
An Efficient Non-Negative Matrix-Factorization-Based Approach to Collaborative Filtering for Recommender Systems. IEEE Trans. Ind. Informatics 10 (2) (2014)
Xin Luo, MengChu Zhou, Yunni Xia, Qingsheng Zhu
Predicting web service QoS via matrix-factorization-based collaborative filtering under non-negativity constraint. WOCC (2014)
Dong Wang, Qingsheng Zhu, Yi Xia
Real-time Multiresolution Rendering for Dynamic Terrain. J. Softw. 9 (4) (2014)
Quanwang Wu, Qingsheng Zhu, Mingqiang Zhou
A correlation-driven optimal service selection approach for virtual enterprise establishment. J. Intell. Manuf. 25 (6) (2014)
Yunni Xia, Jingjing Lv, MengChu Zhou, Qingsheng Zhu, Xin Luo
A time series and reduction based model for QoS prediction of service ontologies. ICNSC (2014)
Quanwang Wu, Qingsheng Zhu, Xing Jian, Fuyuki Ishikawa
Broker-based SLA-aware composite service provisioning. J. Syst. Softw. 96 (2014)
Jia Lee, Susumu Adachi, Yunni Xia, Qingsheng Zhu
Emergence of universal global behavior from reversible local transitions in asynchronous systems. Inf. Sci. 282 (2014)
Xin Luo, Yunni Xia, Qingsheng Zhu
Applying the learning rate adaptation to the matrix factorization based collaborative filtering. Knowl. Based Syst. 37 (2013)
Yunni Xia, Xin Luo, Jia Li, Qingsheng Zhu
A Petri-Net-Based Approach to Reliability Determination of Ontology-Based Service Compositions. IEEE Trans. Syst. Man Cybern. Syst. 43 (5) (2013)
Xin Luo, Yunni Xia, Qingsheng Zhu, Yi Li
Boosting the K-Nearest-Neighborhood based incremental collaborative filtering. Knowl. Based Syst. 53 (2013)
Yunni Xia, Jian Ding, Xin Luo, Qingsheng Zhu
Dependability Prediction of WS-BPEL Service Compositions Using Petri Net and Time Series Models. SOSE (2013)
Quanwang Wu, Qingsheng Zhu
Transactional and QoS-aware dynamic service composition based on ant colony optimization. Future Gener. Comput. Syst. 29 (5) (2013)
Quanwang Wu, Qingsheng Zhu, Xing Jian
QoS-Aware Multi-granularity Service Composition Based on Generalized Component Services. ICSOC (2013)
Yunni Xia, MengChu Zhou, Xin Luo, Qingsheng Zhu
A comprehensive QoS determination model for Infrastructure-as-a-Service clouds. CASE (2013)
Xin Huang, Qingsheng Zhu
Self-Reproduction of Worms in Asynchronous Cellular Automata. J. Softw. 8 (7) (2013)
Xin Luo, Huijun Liu, Gaopeng Gou, Yunni Xia, Qingsheng Zhu
A parallel matrix factorization based recommender by alternating stochastic gradient decent. Eng. Appl. Artif. Intell. 25 (7) (2012)
Jia Lee, Qingsheng Zhu
A Direct Proof of Turing Universality of Delay-Insensitive Circuits. Int. J. Unconv. Comput. 8 (2) (2012)
Dajiang Lei, Qingsheng Zhu, Jun Chen, Hai Lin, Peng Yang
Automatic PAM Clustering Algorithm for Outlier Detection. J. Softw. 7 (5) (2012)
Quanwang Wu, Qingsheng Zhu, Peng Li
A Caching Mechanism for QoS-aware Service Composition. J. Web Eng. 11 (2) (2012)
Liang Ge, Junduo Yang, Qingsheng Zhu, Qiang Chen, Kang Lv, Qianqian Wang, Jie Pei, Xin Luo
Cloud Backup Scheduling Algorithm Based on Cloud State Table and Cloud Resources Table. WISA (2012)
Jia Lee, Katsunobu Imai, Qingsheng Zhu
Fluctuation-driven computing on number-conserving cellular automata. Inf. Sci. 187 (2012)
Xin Luo, Yunni Xia, Qingsheng Zhu
Incremental Collaborative Filtering recommender based on Regularized Matrix Factorization. Knowl. Based Syst. 27 (2012)
Yunni Xia, Yi Liu, Ji Liu, Qingsheng Zhu
Modeling and Performance Evaluation of BPEL Processes: A Stochastic-Petri-Net-Based Approach. IEEE Trans. Syst. Man Cybern. Part A 42 (2) (2012)
Xianlin Zou, Qingsheng Zhu
Abnormal Structure in Regular Data Revealed by Isomap with Natural Nearest Neighbor. CSEE (3) (2011)
Yunni Xia, Gang Dai, Jia Li, Tianhao Sun, Qingsheng Zhu
A model-driven approach to predicting dependability of WS-CDL based service composition. Concurr. Comput. Pract. Exp. 23 (10) (2011)
Cheng Zhang, Qingsheng Zhu, Ziyu Chen
Credit-based Repeated Game Model Applied in Transfer Decision of Opportunistic Network. J. Softw. 6 (9) (2011)
Peng Yang, Qingsheng Zhu, Biao Huang
Spectral clustering with density sensitive similarity function. Knowl. Based Syst. 24 (5) (2011)

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Publication Activity (10 Years)

Top Topics

Top Venues

Qingsheng Zhu