Changsheng Zhang

Orcid: 0000-0002-8058-9809

Affiliations:
  • Northeastern University, Software College, Shenyang, China
  • Northeastern University, School of Information Science and Engineering, Shenyang, China
  • Jilin University, Changchun, China (PhD 2009)


According to our database1, Changsheng Zhang authored at least 82 papers between 2007 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
A Mayfly algorithm for cardinality constrained portfolio optimization.
Expert Syst. Appl., November, 2023

A two-level parallel decomposition-based artificial bee colony method for dynamic multi-objective optimization problems.
Appl. Soft Comput., November, 2023

A non-revisiting framework for evolutionary multi-task optimization.
Appl. Intell., November, 2023

A survey of real-time surface defect inspection methods based on deep learning.
Artif. Intell. Rev., October, 2023

Knowledge reconstruction assisted evolutionary algorithm for neural network architecture search.
Knowl. Based Syst., March, 2023

Dynamic Optimal Control: A Real-Time Control Optimization Algorithm for Dynamic Networks.
CoRR, 2023

Fast Configuring and Training for Providing Context-Aware Personalized Intelligent Driver Assistance Services.
Proceedings of the Service-Oriented Computing - 21st International Conference, 2023

Classification of Diabetic Retinopathy Based on Lesion-Sliced Detection.
Proceedings of the 19th International Conference on Natural Computation, 2023

An Informer Based Method for Stock Intraday Price Praediction.
Proceedings of the 19th International Conference on Natural Computation, 2023

E2VQ: Enabling Expressive, Efficient, and Verifiable Queries over Blockchain Databases.
Proceedings of the IEEE International Conference on Data Mining, 2023

2022
MiniYOLO: A lightweight object detection algorithm that realizes the trade-off between model size and detection accuracy.
Int. J. Intell. Syst., December, 2022

A decomposition-based many-objective ant colony optimization algorithm with adaptive solution construction and selection approaches.
Swarm Evol. Comput., 2022

An ant colony optimization algorithm with evolutionary experience-guided pheromone updating strategies for multi-objective optimization.
Expert Syst. Appl., 2022

A deep learning based framework for remote sensing image ground object segmentation.
Appl. Soft Comput., 2022

2021
ATM: An Active-Detection Trust Mechanism for VANETs Based on Blockchain.
IEEE Trans. Veh. Technol., 2021

A Novel Fireworks Algorithm for the Protein-Ligand Docking on the AutoDock.
Mob. Networks Appl., 2021

A Multi-objective Artificial Bee Colony Algorithm for Multiple Sequence Alignment.
Proceedings of the Simulation Tools and Techniques - 13th EAI International Conference, 2021

2020
A core firework updating information guided dynamic fireworks algorithm for global optimization.
Soft Comput., 2020

Improving the one-position inheritance artificial bee colony algorithm using heuristic search mechanisms.
Soft Comput., 2020

A decomposition-based many-objective ant colony optimization algorithm with adaptive reference points.
Inf. Sci., 2020

An online-learning-based evolutionary many-objective algorithm.
Inf. Sci., 2020

A decomposition-based many-objective artificial bee colony algorithm with reinforcement learning.
Appl. Soft Comput., 2020

Cascade Fusion Convolutional Long-Short Time Memory Network for Remaining Useful Life Prediction of Rolling Bearing.
IEEE Access, 2020

Accelerating Method of Evolutionary Ensemble Learning Based on Gaussian Random Field.
Proceedings of the Simulation Tools and Techniques - 12th EAI International Conference, 2020

Weights Optimization Method of Differential Evolution Based on Artificial Bee Colony Algorithm.
Proceedings of the Simulation Tools and Techniques - 12th EAI International Conference, 2020

A Novel Multi-objective Squirrel Search Algorithm: MOSSA.
Proceedings of the Simulation Tools and Techniques - 12th EAI International Conference, 2020

A Many-Objective Squirrel Hybrid Optimization Algorithm: MaSHOA.
Proceedings of the Simulation Tools and Techniques - 12th EAI International Conference, 2020

A Multi-objective Ant Colony Optimization Algorithm with Local Optimum Avoidance Strategy.
Proceedings of the Machine Learning for Cyber Security - Third International Conference, 2020

CMU: Towards Cooperative Content Caching with User Device in Mobile Edge Networks.
Proceedings of the Web Services - ICWS 2020, 2020

2019
A multi-objective optimization method for service composition problem with sharing property.
Swarm Evol. Comput., 2019

A comparative study of the evolutionary many-objective algorithms.
Prog. Artif. Intell., 2019

A best firework updating information guided adaptive fireworks algorithm.
Neural Comput. Appl., 2019

An Adaptive Ant Colony Algorithm for Dynamic Traveling Salesman Problem.
J. Inf. Sci. Eng., 2019

An Adaptive Hybrid Ant Colony Optimization Algorithm for The Classification Problem.
Inf. Technol. Control., 2019

Comparative Study of Ant Colony Algorithms for Multi-Objective Optimization.
Inf., 2019

Comparative Study of Evolutionary Algorithms for Protein-Ligand Docking Problem on the AutoDock.
Proceedings of the Simulation Tools and Techniques - 11th International Conference, 2019

A Heuristic Scout Search Mechanism for Artificial Bee Colony Algorithm.
Proceedings of the Advances in Natural Computation, Fuzzy Systems and Knowledge Discovery - Proceedings of the 15th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD 2019), Kunming, China, July 20-22, 2019, 2019

Unmanned Aerial Vehicles Path Planning Based on Deep Reinforcement Learning.
Proceedings of the Advances in Natural Computation, Fuzzy Systems and Knowledge Discovery - Proceedings of the 15th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD 2019), Kunming, China, July 20-22, 2019, 2019

Deep Learning Training Management Platform Based on Distributed Technologies in Resource-Constrained Scenarios.
Proceedings of the Advances in Natural Computation, Fuzzy Systems and Knowledge Discovery - Proceedings of the 15th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD 2019), Kunming, China, July 20-22, 2019, 2019

2018
Applying Distributed Constraint Optimization Approach to the User Association Problem in Heterogeneous Networks.
IEEE Trans. Cybern., 2018

An improved ant colony optimization algorithm with strengthened pheromone updating mechanism for constraint satisfaction problem.
Neural Comput. Appl., 2018

An archive-based artificial bee colony optimization algorithm for multi-objective continuous optimization problem.
Neural Comput. Appl., 2018

A food source-updating information-guided artificial bee colony algorithm.
Neural Comput. Appl., 2018

Decomposition-based sub-problem optimal solution updating direction-guided evolutionary many-objective algorithm.
Inf. Sci., 2018

A best-path-updating information-guided ant colony optimization algorithm.
Inf. Sci., 2018

A Trade-off Between Accuracy and Complexity: Short-term Traffic Flow Prediction with Spatio-temporal Correlations.
Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

2017
Artificial bee colony algorithm with strategy and parameter adaptation for global optimization.
Neural Comput. Appl., 2017

Ant-colony algorithm with a strengthened negative-feedback mechanism for constraint-satisfaction problems.
Inf. Sci., 2017

Applying DCOP to User Association Problem in Heterogeneous Networks with Markov Chain Based Algorithm.
CoRR, 2017

STARIMA-based Traffic Prediction with Time-varying Lags.
CoRR, 2017

Research on Neighborhood Search Strategy of Artificial Bee Colony Algorithm for Satisfiability Problems.
Proceedings of the 10th International Symposium on Computational Intelligence and Design, 2017

A novel multi-objective genetic algorithm for the QoS based multicast routing and wavelength allocation problem in WDM network.
Proceedings of the 13th International Conference on Natural Computation, 2017

2016
A new data-grouping-aware dynamic data placement method that take into account jobs execute frequency for Hadoop.
Microprocess. Microsystems, 2016

求解SAT问题的算法的研究进展 (Research Advance of SAT Solving Algorithm).
计算机科学, 2016

A novel Bi-Ant colony optimization algorithm for solving multi-objective service selection problem.
J. Intell. Fuzzy Syst., 2016

EDGA: A Population Evolution Direction-Guided Genetic Algorithm for Protein-Ligand Docking.
J. Comput. Biol., 2016

A Dimensional Diversity Based Hybrid Multiobjective Evolutionary Algorithm for Optimization Problem.
Int. J. Pattern Recognit. Artif. Intell., 2016

A replicas placement approach of component services for service-based cloud application.
Clust. Comput., 2016

STARIMA-based traffic prediction with time-varying lags.
Proceedings of the 19th IEEE International Conference on Intelligent Transportation Systems, 2016

Cost Optimization Oriented Dynamic Resource Allocation for Service-based System in the Cloud Environment.
Proceedings of the IEEE International Conference on Web Services, 2016

A multi-objective hybrid genetic algorithm for detecting communities in complex networks.
Proceedings of the 12th International Conference on Natural Computation, 2016

A multi-objective optimization method for service composition problem with sharing property.
Proceedings of the 12th International Conference on Natural Computation, 2016

A research of multi-objective service selection problem based on MOACS algorithm.
Proceedings of the 12th International Conference on Natural Computation, 2016

2015
Composite Service Reselection Method in Correlation Context.
Int. J. Web Serv. Res., 2015

A Composite Service Selection Method Supporting Service-Sharing across Multi-SLAs.
Proceedings of the 2015 IEEE World Congress on Services, 2015

Multi-objective service compositon optimization using differential evolution.
Proceedings of the 11th International Conference on Natural Computation, 2015

2014
Correlation-Supported Composite Service Reselection.
Proceedings of the 2014 IEEE International Conference on Web Services, 2014

2012
An improved ant-based clustering algorithm.
Proceedings of the Eighth International Conference on Natural Computation, 2012

2010
The circular discrete particle swarm optimization algorithm for flow shop scheduling problem.
Expert Syst. Appl., 2010

An artificial bee colony approach for clustering.
Expert Syst. Appl., 2010

A hybrid alternate two phases particle swarm optimization algorithm for flow shop scheduling problem.
Comput. Ind. Eng., 2010

An improved particle swarm optimization algorithm for geometric constraint solving problem.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2010

2009
A novel hybrid differential evolution and particle swarm optimization algorithm for unconstrained optimization.
Oper. Res. Lett., 2009

A hybrid PSO with EM for global optimisation.
Int. J. Model. Identif. Control., 2009

An alternate two phases particle swarm optimization algorithm for flow shop scheduling problem.
Expert Syst. Appl., 2009

An efficient discrete particle swarm algorithm for Task Assignment Problems.
Proceedings of the 2009 IEEE International Conference on Granular Computing, 2009

2008
An improved particle swarm optimization algorithm for flowshop scheduling problem.
Inf. Process. Lett., 2008

Value Ordering for Solving CSP Based on Preprocessing.
Proceedings of the Fourth International Conference on Natural Computation, 2008

A Self-Adaptive Particle Swarm Optimization Algorithm.
Proceedings of the International Conference on Computer Science and Software Engineering, 2008

2007
The Application of Outlined Features in Dynamic Tone Modeling for Mandarin Speech.
Proceedings of the 2007 International Conference on Multimedia Systems and Applications, 2007

A Novel GA-LM Based Hybrid Algorithm.
Proceedings of the Third International Conference on Natural Computation, 2007

An Improved Discrete Particle Swarm Optimization Algorithm for TSP.
Proceedings of the 2007 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology, 2007


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