Qingsheng Zhu
Orcid: 0000-0002-7737-9966
According to our database1,
Qingsheng Zhu
authored at least 134 papers
between 2002 and 2023.
Collaborative distances:
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Bibliography
2023
A Multiplier Bootstrap Approach to Designing Robust Algorithms for Contextual Bandits.
IEEE Trans. Neural Networks Learn. Syst., December, 2023
OALDPC: oversampling approach based on local density peaks clustering for imbalanced classification.
Appl. Intell., December, 2023
Cloud model for new energy vehicle supply chain management based on growth expectation.
J. Comb. Optim., July, 2023
A framework based on local cores and synthetic examples generation for self-labeled semi-supervised classification.
Pattern Recognit., 2023
2022
Multim. Tools Appl., 2022
A novel hierarchical clustering algorithm with merging strategy based on shared subordinates.
Appl. Intell., 2022
A Novel Clustering Algorithm with Dynamic Boundary Extraction Strategy Based on Local Gravitation.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2022
2021
IEEE Trans. Knowl. Data Eng., 2021
SMOTE-NaN-DE: Addressing the noisy and borderline examples problem in imbalanced classification by natural neighbors and differential evolution.
Knowl. Based Syst., 2021
A novel oversampling technique for class-imbalanced learning based on SMOTE and natural neighbors.
Inf. Sci., 2021
Quantifying Assimilate-Contrast Effects in Online Rating Systems: Modeling, Analysis and Application.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021
Proceedings of the IEEE 45th Annual Computers, Software, and Applications Conference, 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
IEEE Trans Autom. Sci. Eng., 2020
An effective framework based on local cores for self-labeled semi-supervised classification.
Knowl. Based Syst., 2020
A parameter-free hybrid instance selection algorithm based on local sets with natural neighbors.
Appl. Intell., 2020
A boosting Self-Training Framework based on Instance Generation with Natural Neighbors for K Nearest Neighbor.
Appl. Intell., 2020
IEEE Access, 2020
2019
Energy and Migration Cost-Aware Dynamic Virtual Machine Consolidation in Heterogeneous Cloud Datacenters.
IEEE Trans. Serv. Comput., 2019
An Effective Scheme for QoS Estimation via Alternating Direction Method-Based Matrix Factorization.
IEEE Trans. Serv. Comput., 2019
IEEE Trans. Neural Networks Learn. Syst., 2019
A local cores-based hierarchical clustering algorithm for data sets with complex structures.
Neural Comput. Appl., 2019
Int. J. Mach. Learn. Cybern., 2019
A self-training method based on density peaks and an extended parameter-free local noise filter for <i>k</i> nearest neighbor.
Knowl. Based Syst., 2019
IEEE Access, 2019
Proceedings of the 2019 IEEE Intl Conf on Parallel & Distributed Processing with Applications, 2019
2018
Incorporation of Efficient Second-Order Solvers Into Latent Factor Models for Accurate Prediction of Missing QoS Data.
IEEE Trans. Cybern., 2018
IEEE Trans Autom. Sci. Eng., 2018
A novel data clustering algorithm using heuristic rules based on k-nearest neighbors chain.
Eng. Appl. Artif. Intell., 2018
Big Data Min. Anal., 2018
Appl. Soft Comput., 2018
Fluctuation-Aware and Predictive Workflow Scheduling in Cost-Effective Infrastructure-as-a-Service Clouds.
IEEE Access, 2018
A Multi-stage Dynamic Game-Theoretic Approach for Multi-Workflow Scheduling on Heterogeneous Virtual Machines from Multiple Infrastructure-as-a-Service Clouds.
Proceedings of the Services Computing - SCC 2018, 2018
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Proceedings of the 7th International Conference on Software Engineering and New Technologies, 2018
Proceedings of the 7th International Conference on Software Engineering and New Technologies, 2018
A Local Cores-Based Hierarchical Clustering Algorithm for Data Sets with Complex Structures.
Proceedings of the 2018 IEEE 42nd Annual Computer Software and Applications Conference, 2018
2017
IEEE Trans. Parallel Distributed Syst., 2017
Knowl. Based Syst., 2017
Knowl. Based Syst., 2017
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, 2017
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, 2017
Int. J. Distributed Sens. Networks, 2017
Percentile Performance Estimation of Unreliable IaaS Clouds and Their Cost-Optimal Capacity Decision.
IEEE Access, 2017
2016
IEEE Trans. Syst. Man Cybern. Syst., 2016
Generating Highly Accurate Predictions for Missing QoS Data via Aggregating Nonnegative Latent Factor Models.
IEEE Trans. Neural Networks Learn. Syst., 2016
A Nonnegative Latent Factor Model for Large-Scale Sparse Matrices in Recommender Systems via Alternating Direction Method.
IEEE Trans. Neural Networks Learn. Syst., 2016
An Incremental-and-Static-Combined Scheme for Matrix-Factorization-Based Collaborative Filtering.
IEEE Trans Autom. Sci. Eng., 2016
Pattern Recognit. Lett., 2016
Knowl. Based Syst., 2016
Int. J. Cogn. Informatics Nat. Intell., 2016
Extend natural neighbor: a novel classification method with self-adaptive neighborhood parameters in different stages.
CoRR, 2016
Weighted natural neighborhood graph: an adaptive structure for clustering and outlier detection with no neighborhood parameter.
Clust. Comput., 2016
Proceedings of the 28th International Conference on Software Engineering and Knowledge Engineering, 2016
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
Proceedings of the 15th IEEE International Conference on Cognitive Informatics & Cognitive Computing , 2016
2015
IEEE Trans. Syst. Man Cybern. Syst., 2015
Stochastic Modeling and Performance Analysis of Migration-Enabled and Error-Prone Clouds.
IEEE Trans. Ind. Informatics, 2015
An Efficient Second-Order Approach to Factorize Sparse Matrices in Recommender Systems.
IEEE Trans. Ind. Informatics, 2015
IEEE Trans Autom. Sci. Eng., 2015
Math. Comput. Simul., 2015
Enterp. Inf. Syst., 2015
A time series and reduction-based model for modeling and QoS prediction of service compositions.
Concurr. Comput. Pract. Exp., 2015
A Hessian-Free Optimization-Based Approach to Latent-Factor-Based QoS Predictors with High Accuracy.
Proceedings of the 2015 IEEE International Conference on Systems, 2015
Proceedings of the IEEE 18th International Conference on Intelligent Transportation Systems, 2015
2014
An Efficient Non-Negative Matrix-Factorization-Based Approach to Collaborative Filtering for Recommender Systems.
IEEE Trans. Ind. Informatics, 2014
A correlation-driven optimal service selection approach for virtual enterprise establishment.
J. Intell. Manuf., 2014
Emergence of universal global behavior from reversible local transitions in asynchronous systems.
Inf. Sci., 2014
Predicting web service QoS via matrix-factorization-based collaborative filtering under non-negativity constraint.
Proceedings of the 23rd Wireless and Optical Communication Conference, 2014
Proceedings of the 15th IEEE International Conference on Information Reuse and Integration, 2014
Proceedings of 11th IEEE International Conference on Networking, Sensing and Control, 2014
2013
A Petri-Net-Based Approach to Reliability Determination of Ontology-Based Service Compositions.
IEEE Trans. Syst. Man Cybern. Syst., 2013
Knowl. Based Syst., 2013
Applying the learning rate adaptation to the matrix factorization based collaborative filtering.
Knowl. Based Syst., 2013
Transactional and QoS-aware dynamic service composition based on ant colony optimization.
Future Gener. Comput. Syst., 2013
Dependability Prediction of WS-BPEL Service Compositions Using Petri Net and Time Series Models.
Proceedings of the Seventh IEEE International Symposium on Service-Oriented System Engineering, 2013
QoS-Aware Multi-granularity Service Composition Based on Generalized Component Services.
Proceedings of the Service-Oriented Computing - 11th International Conference, 2013
Proceedings of the 2013 IEEE International Conference on Automation Science and Engineering, 2013
2012
Modeling and Performance Evaluation of BPEL Processes: A Stochastic-Petri-Net-Based Approach.
IEEE Trans. Syst. Man Cybern. Part A, 2012
Incremental Collaborative Filtering recommender based on Regularized Matrix Factorization.
Knowl. Based Syst., 2012
Int. J. Unconv. Comput., 2012
A parallel matrix factorization based recommender by alternating stochastic gradient decent.
Eng. Appl. Artif. Intell., 2012
Cloud Backup Scheduling Algorithm Based on Cloud State Table and Cloud Resources Table.
Proceedings of the Ninth Web Information Systems and Applications Conference, 2012
2011
Knowl. Based Syst., 2011
Knowl. Based Syst., 2011
Credit-based Repeated Game Model Applied in Transfer Decision of Opportunistic Network.
J. Softw., 2011
J. Softw., 2011
A model-driven approach to predicting dependability of WS-CDL based service composition.
Concurr. Comput. Pract. Exp., 2011
Proceedings of the 5th IEEE International Symposium on Theoretical Aspects of Software Engineering, 2011
Proceedings of the Advances in Computer Science, Environment, Ecoinformatics, and Education, 2011
2010
Simul. Model. Pract. Theory, 2010
Auto-Corner Detection Based on the Eigenvalues Product of Covariance Matrices over Multi-Regions of Support.
J. Softw., 2010
J. Digit. Content Technol. its Appl., 2010
J. Digit. Content Technol. its Appl., 2010
J. Comput., 2010
Modeling and performance evaluation of service choreography based on stochastic Petri net.
J. Comput., 2010
J. Convergence Inf. Technol., 2010
Ant colony optimization for nonlinear AVO inversion of network traffic allocation optimization.
Expert Syst. Appl., 2010
Proceedings of the Computer and Information Sciences, 2010
Proceedings of the 2010 International Conference on Signal Acquisition and Processing, 2010
2009
J. Comput., 2009
J. Comput., 2009
An Intelligent Learning Approach to L-Grammar Extraction from Image Sequences of Real Plants.
Int. J. Artif. Intell. Tools, 2009
Concurr. Comput. Pract. Exp., 2009
A multi-view approach to semi-supervised document classification with incremental Naive Bayes.
Comput. Math. Appl., 2009
Proceedings of the ACL 2009, 2009
2008
Proceedings of the Computer and Computing Technologies in Agriculture II, Volume 2, 2008
2007
Appl. Math. Comput., 2007
Proceedings of the Third International Conference on Natural Computation, 2007
Proceedings of the Third International Conference on Natural Computation, 2007
2006
Proceedings of the 2006 International Workshop on Service Oriented Software Engineering (IW-SOSE '06), 2006
Proceedings of the Fourth IEEE Workshop on Software Technologies for Future Embedded and Ubiquitous Systems and the Second International Workshop on Collaborative Computing, 2006
Proceedings of the Rough Sets and Knowledge Technology, First International Conference, 2006
Proceedings of the Advanced Data Mining and Applications, Second International Conference, 2006
2005
Proceedings of the Advances in Natural Computation, First International Conference, 2005
Proceedings of the 2005 IEEE International Conference on e-Technology, e-Commerce, and e-Services (EEE 2005), 29 March, 2005
Proceedings of the Advanced Data Mining and Applications, First International Conference, 2005
2004
Proceedings of the 3rd International Conference on Information Security, 2004
2002
Sender-Side Storage Scheme of Multimedia Email.
Proceedings of the 6th Joint Conference on Information Science, 2002