Qingsheng Zhu

发表

A Nonnegative Latent Factor Model for Large-Scale Sparse Matrices in Recommender Systems via Alternating Direction Method

MengChu Zhou, Qingsheng Zhu, Shuai Li, 2016, IEEE Transactions on Neural Networks and Learning Systems.

An Efficient Second-Order Approach to Factorize Sparse Matrices in Recommender Systems

MengChu Zhou, Hareton K. N. Leung, Qingsheng Zhu, 2015, IEEE Transactions on Industrial Informatics.

Incorporating Graph Automata into Plant Growth Simulation with Nutrients Transport

Qingsheng Zhu, Lingqiu Zeng, Hongchun Qu, 2010, J. Digit. Content Technol. its Appl..

Weighted Suffix Tree Document Model for Web Documents Clustering

Yunni Xia, Qingsheng Zhu, Ruilong Yang, 2010 .

Leaf mutiscale variation algorithm under feedback control system

Qingsheng Zhu, H. Qu, Zhonghua Lu, 2010, 2010 3rd International Conference on Biomedical Engineering and Informatics.

2013 IEEE International Conference on Automation Science and Engineering, CASE 2013, Madison, WI, USA, August 17-20, 2013

Jin Cao, Jun Li, Magnus Egerstedt, 2013, CASE.

An Exceptional Reduction Algorithm for Outliers Analyzing in High-Dimension Space

Qingsheng Zhu, Yifu Jin, Yongkang Xing, 2006, 2006 6th World Congress on Intelligent Control and Automation.

A Framework Based on Local Cores and Synthetic Examples Generation for Self-Labeled Semi-Supervised Classification

Qingsheng Zhu, Junnan Li, Mingqiang Zhou, 2022, Pattern Recognition.

A Sequential pattern based QoS prediction method for web service

Qingsheng Zhu, Yunni Xia, Gang Dai, 2012 .

A Hierarchical Clustering Algorithm Based on Saturated Neighbor Graph

Qingsheng Zhu, Jinlong Huang, Dongdong Cheng, 2015, 2015 International Conference on Industrial Informatics - Computing Technology, Intelligent Technology, Industrial Information Integration.

Multi-Resolution Foliage Faithful to the Visual and Botanic Concepts

Qingsheng Zhu, Sulan Zhang, Ji Liu, 2014 .

Model Root System Growth Based on L -System Considering Hydrotropism

Qingsheng Zhu, Lingqiu Zeng, Qingsheng Zhu, 2012 .

AN ERROR-DRIVEN LEARNING ALGORITHM FOR BAYESIAN NETWORK CLASSIFIERS

Qingsheng Zhu, Ping Gu, Yunfeng Li, 2005 .

Sentence-based Suffix Tree Clustering for Web Documents

Qingsheng Zhu, Hongtao Xie, Ruilong Yang, 2011 .

Hierarchical Model Exploiting Context and Semantic Relationship for Document Classification

Qingsheng Zhu, Haibo Liu, PingGu, 2011 .

Intelligent Growth Automaton of Virtual plant Based on Physiological Engine

Qingsheng Zhu, Hongchun Qu, Qingqing Deng, 2008, CCTA.

An Outlying Paraphrase Subspace Search Algorithm for Outlier Detection

Qingsheng Zhu, Jun Chen, Peng Yang, 2011 .

A Direct Proof of Turing Universality of Delay-Insensitive Circuits

Qingsheng Zhu, Jia Lee, Qingsheng Zhu, 2012, Int. J. Unconv. Comput..

A NEURAL NETWORK-BASED COLOR DOCUMENT SEGMENTATION APPROACH

Qingsheng Zhu, Yunfeng Li, Xiping He, 2005 .

Modelling and Constructing of Intelligent Physiological Engine Merging Artificial Life for Virtual Plants

Qingsheng Zhu, Lingqiu Zeng, Hongchun Qu, 2007 .

Hierarchical Document Classification based on Concept and Context

Qingsheng Zhu, Haibo Liu, PingGu, 2011 .

Self-Reproduction of Worms in Asynchronous

Qingsheng Zhu, Xin Huang, Qingsheng Zhu, 2013 .

Open, Dynamic and Continuous One-to-Many Negotiation System

Qingsheng Zhu, Shuangqing Li, Mingqiang Zhou, 2007, 2007 Second International Conference on Bio-Inspired Computing: Theories and Applications.

Finding Key Knowledge Attribute Subspace of Outliers for High Dimensional Dataset

Qingsheng Zhu, Peng Yang, Qingsheng Zhu, 2010, J. Convergence Inf. Technol..

IoT and Wireless Sensor Network Monitoring for Campus Security

Qingsheng Zhu, Ahmed Mateen, Muhammad Usman, 2018 .

Automatic Approaches to Plant Meristem States Revelation and Branching Pattern Extraction: A Review

Qingsheng Zhu, Hongchun Qu, Qingsheng Zhu, 2009 .

Hierarchical Clustering Based on Local Cores and Sharing Concept

Qingsheng Zhu, Jinxin Shi, Junnan Li, 2021, 2021 IEEE 45th Annual Computers, Software, and Applications Conference (COMPSAC).

Weighted natural neighborhood graph: an adaptive structure for clustering and outlier detection with no neighborhood parameter

Qingsheng Zhu, Jinlong Huang, Ji Feng, 2016, Cluster Computing.

Clustering with Local Density Peaks-Based Minimum Spanning Tree

Quanwang Wu, Dongdong Cheng, Jinlong Huang, 2021, IEEE Transactions on Knowledge and Data Engineering.

A self-training method based on density peaks and an extended parameter-free local noise filter for k nearest neighbor

Quanwang Wu, Junnan Li, Qingsheng Zhu, 2019, Knowl. Based Syst..

A Novel Cluster Validity Index Based on Local Cores

Qingsheng Zhu, Quanwang Wu, Lijun Yang, 2019, IEEE Transactions on Neural Networks and Learning Systems.

Automatic PAM Clustering Algorithm for Outlier Detection

Qingsheng Zhu, Hai Lin, Jun Chen, 2012, J. Softw..

Spectral clustering with density sensitive similarity function

Qingsheng Zhu, Biao Huang, Peng Yang, 2011, Knowl. Based Syst..

A Highly Efficient Approach to Protein Interactome Mapping Based on Collaborative Filtering Framework

Hareton K. N. Leung, Qingsheng Zhu, Yunni Xia, 2015, Scientific Reports.

Incorporation of Efficient Second-Order Solvers Into Latent Factor Models for Accurate Prediction of Missing QoS Data

MengChu Zhou, Hareton K. N. Leung, Shuai Li, 2018, IEEE Transactions on Cybernetics.

Generating Highly Accurate Predictions for Missing QoS Data via Aggregating Nonnegative Latent Factor Models

MengChu Zhou, Qingsheng Zhu, Ahmed Chiheb Ammari, 2016, IEEE Transactions on Neural Networks and Learning Systems.

A parallel matrix factorization based recommender by alternating stochastic gradient decent

Qingsheng Zhu, Yunni Xia, Xin Luo, 2012, Eng. Appl. Artif. Intell..

Finding Key Knowledge Attribute Subspace of Outliers for High Dimensional Dataset

Peng Yang, Qingsheng Zhu, Qingsheng Zhu, 2010, J. Convergence Inf. Technol..

Subtractive Clustering Based RBF Neural Network Model for Outlier Detection

Qingsheng Zhu, Peng Yang, Xun Zhong, 2009, J. Comput..

A non-parameter outlier detection algorithm based on Natural Neighbor

Ji Feng, Qingsheng Zhu, Lijun Yang, 2016, Knowl. Based Syst..

A dynamic root simulation model in response to soil moisture heterogeneity

Qingsheng Zhu, Ji Liu, Songyang Li, 2015, Math. Comput. Simul..

An Efficient Non-Negative Matrix-Factorization-Based Approach to Collaborative Filtering for Recommender Systems

MengChu Zhou, Qingsheng Zhu, Yunni Xia, 2014, IEEE Transactions on Industrial Informatics.

Density Peaks Clustering Based on Local Minimal Spanning Tree

Renmin Wang, Qingsheng Zhu, Qingsheng Zhu, 2019, IEEE Access.

Natural neighbor: A self-adaptive neighborhood method without parameter K

Ji Feng, Qingsheng Zhu, Jinlong Huang, 2016, Pattern Recognit. Lett..

A local cores-based hierarchical clustering algorithm for data sets with complex structures

Qingsheng Zhu, Quanwang Wu, Lijun Yang, 2018, 2018 IEEE 42nd Annual Computer Software and Applications Conference (COMPSAC).

Deadline-Constrained Cost Optimization Approaches for Workflow Scheduling in Clouds

Qingsheng Zhu, Quanwang Wu, Fuyuki Ishikawa, 2017, IEEE Transactions on Parallel and Distributed Systems.

Spectral Clustering Algorithm Based on Fast Search of Natural Neighbors

Qingsheng Zhu, Mengshi Yuan, Qingsheng Zhu, 2020, IEEE Access.

Semi-Supervised Self-Training Method Based on an Optimum-Path Forest

Qingsheng Zhu, Junnan Li, Qingsheng Zhu, 2019, IEEE Access.

A hierarchical clustering algorithm based on noise removal

Qingsheng Zhu, Quanwang Wu, Dongdong Cheng, 2018, International Journal of Machine Learning and Cybernetics.

An Effective Algorithm Based on Density Clustering Framework

Qingsheng Zhu, Jianyun Lu, Qingsheng Zhu, 2017, IEEE Access.

QCC: a novel clustering algorithm based on Quasi-Cluster Centers

Qingsheng Zhu, Dongdong Chen, Lijun Yang, 2016, Machine Learning.

QCC: a novel clustering algorithm based on Quasi-Cluster Centers

Qingsheng Zhu, Quanwang Wu, Lijun Yang, 2017, Machine Learning.

Natural neighbor-based clustering algorithm with density peeks

Qingsheng Zhu, Lijun Yang, Dongdong Cheng, 2016, 2016 International Joint Conference on Neural Networks (IJCNN).

SIMPLE AND FLEXIBLE SELF-REPRODUCING STRUCTURES IN ASYNCHRONOUS CELLULAR AUTOMATA AND THEIR DYNAMICS

Qingsheng Zhu, Jia Lee, Xin Huang, 2013 .

Self-Reproduction of Worms in Asynchronous Cellular Automata

Qingsheng Zhu, Xin Huang, Qingsheng Zhu, 2013, J. Softw..

An Effective Scheme for QoS Estimation via Alternating Direction Method-Based Matrix Factorization

MengChu Zhou, Qingsheng Zhu, Yunni Xia, 2019, IEEE Transactions on Services Computing.

Finding key attribute subset in dataset for outlier detection

Qingsheng Zhu, Peng Yang, Qingsheng Zhu, 2011, Knowl. Based Syst..

VCG Auction-Based Dynamic Pricing for Multigranularity Service Composition

MengChu Zhou, Qingsheng Zhu, Quanwang Wu, 2018, IEEE Transactions on Automation Science and Engineering.

Energy and Migration Cost-Aware Dynamic Virtual Machine Consolidation in Heterogeneous Cloud Datacenters

Qingsheng Zhu, Quanwang Wu, Fuyuki Ishikawa, 2019, IEEE Transactions on Services Computing.

Incremental Collaborative Filtering recommender based on Regularized Matrix Factorization

Qingsheng Zhu, Yunni Xia, Xin Luo, 2012, Knowl. Based Syst..

A novel oversampling technique for class-imbalanced learning based on SMOTE and natural neighbors

Quanwang Wu, Qingsheng Zhu, Fan Zhu, 2021, Inf. Sci..

SMOTE-NaN-DE: Addressing the noisy and borderline examples problem in imbalanced classification by natural neighbors and differential evolution

Quanwang Wu, Yanlu Gong, Qingsheng Zhu, 2021, Knowl. Based Syst..

An effective framework based on local cores for self-labeled semi-supervised classification

Junnan Li, Quanwang Wu, Dongdong Cheng, 2020, Knowl. Based Syst..

A parameter-free hybrid instance selection algorithm based on local sets with natural neighbors

Qingsheng Zhu, Junnan Li, Quanwang Wu, 2020, Applied Intelligence.

Natural neighborhood graph-based instance reduction algorithm without parameters

Qingsheng Zhu, Quanwang Wu, Lijun Yang, 2018, Appl. Soft Comput..

Natural neighbor-based clustering algorithm with local representatives

Qingsheng Zhu, Quanwang Wu, Lijun Yang, 2017, Knowl. Based Syst..

A novel data clustering algorithm using heuristic rules based on k-nearest neighbors chain

Qingsheng Zhu, Quanwang Wu, Jianyun Lu, 2018, Eng. Appl. Artif. Intell..

MOELS: Multiobjective Evolutionary List Scheduling for Cloud Workflows

MengChu Zhou, Quanwang Wu, Yunni Xia, 2020, IEEE Transactions on Automation Science and Engineering.

Stochastic Modeling and Quality Evaluation of Infrastructure-as-a-Service Clouds

MengChu Zhou, Qingsheng Zhu, Yunni Xia, 2015, IEEE Transactions on Automation Science and Engineering.

An Incremental-and-Static-Combined Scheme for Matrix-Factorization-Based Collaborative Filtering

MengChu Zhou, Hareton K. N. Leung, Qingsheng Zhu, 2016, IEEE Transactions on Automation Science and Engineering.

Stochastic Modeling and Performance Analysis of Migration-Enabled and Error-Prone Clouds

MengChu Zhou, Qingsheng Zhu, Yunni Xia, 2015, IEEE Transactions on Industrial Informatics.

A Stochastic Approach to Analysis of Energy-Aware DVS-Enabled Cloud Datacenters

MengChu Zhou, Qingsheng Zhu, Yunni Xia, 2015, IEEE Transactions on Systems, Man, and Cybernetics: Systems.

A Petri-Net-Based Approach to Reliability Determination of Ontology-Based Service Compositions

Qingsheng Zhu, Yunni Xia, Xin Luo, 2013, IEEE Transactions on Systems, Man, and Cybernetics: Systems.

Modeling and Performance Evaluation of BPEL Processes: A Stochastic-Petri-Net-Based Approach

Yi Liu, Qingsheng Zhu, Yunni Xia, 2012, IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans.

Transactional and QoS-aware dynamic service composition based on ant colony optimization

Qingsheng Zhu, Quanwang Wu, Qingsheng Zhu, 2013, Future Gener. Comput. Syst..

Applying the learning rate adaptation to the matrix factorization based collaborative filtering

Yunni Xia, Xin Luo, Qingsheng Zhu, 2013, Knowl. Based Syst..

QoS-Aware Multigranularity Service Composition: Modeling and Optimization

Qingsheng Zhu, Quanwang Wu, Fuyuki Ishikawa, 2016, IEEE Transactions on Systems, Man, and Cybernetics: Systems.

A correlation-driven optimal service selection approach for virtual enterprise establishment

Qingsheng Zhu, Quanwang Wu, Mingqiang Zhou, 2014, J. Intell. Manuf..

Simulation of carbon-based model for virtual plants as complex adaptive system

Qingsheng Zhu, Zhonghua Lu, Hongchun Qu, 2010, Simul. Model. Pract. Theory.

Natural neighborhood-based classification algorithm without parameter k

Qingsheng Zhu, Yan Wei, Ji Feng, 2018, Big Data Min. Anal..

A text sentiment classification model using double word embedding methods

Ping Guo, Dan Liu, Mingqiang Zhou, 2020, Multimedia Tools and Applications.

An Optimized Strategy of Service Negotiation

Qingsheng Zhu, Shuangqing Li, Tianhao Sun, 2006, 2006 Second IEEE International Symposium on Service-Oriented System Engineering (SOSE'06).

A Leaf Vein Extraction Method Based On Snakes Technique

ChengLiang Wang, YunFeng Li, QingSheng Zhu, 2005, 2005 International Conference on Neural Networks and Brain.

A robust decentralized reputation management system for service selection

Qingsheng Zhu, Quanwang Wu, Xing Jian, 2014 .

Density decay graph-based density peak clustering

Dongdong Cheng, Yi Liu, Qingsheng Zhu, 2021, Knowl. Based Syst..

On dynamic performance estimation of fault-prone Infrastructure-as-a-Service clouds

Qingsheng Zhu, Lei Wu, Quanwang Wu, 2017, Int. J. Distributed Sens. Networks.

Robust Contextual Bandits via Bootstrapping

Yunni Xia, Jia Lee, Qiao Tang, 2021, AAAI.

Fluctuation-Aware and Predictive Workflow Scheduling in Cost-Effective Infrastructure-as-a-Service Clouds

Qingsheng Zhu, Yunni Xia, Mengchu Zhou, 2018, IEEE Access.

A hierarchical clustering algorithm based on noise removal

Qingsheng Zhu, Quanwang Wu, Lijun Yang, 2018, International Journal of Machine Learning and Cybernetics.

A novel outlier cluster detection algorithm without top-n parameter

Qingsheng Zhu, Quanwang Wu, Lijun Yang, 2017, Knowl. Based Syst..

A New Chaos-Based Encryption Method for Color Image

Qingsheng Zhu, Ping Gu, Xiping He, 2006, RSKT.

A boosting Self-Training Framework based on Instance Generation with Natural Neighbors for K Nearest Neighbor

Qingsheng Zhu, Junnan Li, Qingsheng Zhu, 2020, Applied Intelligence.

A Hessian-Free Optimization-Based Approach to Latent-Factor-Based QoS Predictors with High Accuracy

MengChu Zhou, Qingsheng Zhu, Yunni Xia, 2015, 2015 IEEE International Conference on Systems, Man, and Cybernetics.

A GA-based query optimization method for web information retrieval

Qingsheng Zhu, Zhengyu Zhu, Qihong Xie, 2007, Appl. Math. Comput..

Local dynamic neighborhood based outlier detection approach and its framework for large-scale datasets

Renmin Wang, Qingsheng Zhu, Jiangmei Luo, 2020, Egyptian Informatics Journal.

LSOF: Novel Outlier Detection Approach Based on Local Structure

Renmin Wang, Qingsheng Zhu, Qingsheng Zhu, 2019, 2019 IEEE Intl Conf on Parallel & Distributed Processing with Applications, Big Data & Cloud Computing, Sustainable Computing & Communications, Social Computing & Networking (ISPA/BDCloud/SocialCom/SustainCom).

A novel hierarchical clustering algorithm with merging strategy based on shared subordinates

Qingsheng Zhu, Jinxin Shi, Junnan Li, 2021, Applied Intelligence.

Modeling entities in interaction dataset for anomaly detection and explanation

Qingsheng Zhu, Jun Chen, Qingsheng Zhu, 2011, 2011 IEEE 3rd International Conference on Communication Software and Networks.

Quantifying Assimilate-Contrast Effects in Online Rating Systems: Modeling, Analysis and Application

Hong Xie, Qingsheng Zhu, Mingze Zhong, 2021, KDD.

Extend natural neighbor: a novel classification method with self-adaptive neighborhood parameters in different stages pdf

Ji Feng, Qingsheng Zhu, Lijun Yang, 2016, ArXiv.

Parallel Interpretation of L-system Based on CUDA ⋆

Qingsheng Zhu, Sulan Zhang, Ji Liu, 2013 .

Outlier detection based on k-neighborhood MST

Ji Feng, Qingsheng Zhu, Xiaogang Fan, 2014, Proceedings of the 2014 IEEE 15th International Conference on Information Reuse and Integration (IEEE IRI 2014).

Fluctuation-driven computing on number-conserving cellular automata

Qingsheng Zhu, Jia Lee, Katsunobu Imai, 2012, Inf. Sci..

A Multiplier Bootstrap Approach to Designing Robust Algorithms for Contextual Bandits

Qingsheng Zhu, Hong Xie, Qiaoqiao Tang, 2022, IEEE Transactions on Neural Networks and Learning Systems.

Outlier detection based on transitive closure

Qingsheng Zhu, Dajiang Lei, Jiaqiang Wan, 2015, Intell. Data Anal..

Predicting web service QoS via matrix-factorization-based collaborative filtering under non-negativity constraint

MengChu Zhou, Qingsheng Zhu, Yunni Xia, 2014, 2014 23rd Wireless and Optical Communication Conference (WOCC).

Boosting the K-Nearest-Neighborhood based incremental collaborative filtering

Yi Li, Qingsheng Zhu, Yunni Xia, 2013, Knowl. Based Syst..

A neural network based reputation bootstrapping approach for service selection

Qingsheng Zhu, Peng Li, Quanwang Wu, 2015, Enterp. Inf. Syst..