Ruochen Liu

According to our database, Ruochen Liu authored at least 75 papers between 2004 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

A Multi-Scale feature embedding framework using grouped and parametric convolutions for efficient time series imputation.

Ruochen Liu, Mingxin Teng, Junwei Ma, Kai Wu

Knowl. Based Syst., 2026

2025

Dynamic multi-objective optimization based on classification response of decision variables.

Jianxia Li, Ruochen Liu, Ruinan Wang

Inf. Sci., 2025

A multitasking ant system for multi-depot pick-up and delivery location routing problem with time window.

Haoyuan Lv, Ruochen Liu, Jianxia Li

Complex Intell. Syst., 2025

A multi-task genetic programming approach for online multi-objective container placement in heterogeneous cluster.

Ruochen Liu, Haoyuan Lv, Ping Yang, Rongfang Wang

Complex Intell. Syst., 2025

2024

Handling dynamic capacitated vehicle routing problems based on adaptive genetic algorithm with elastic strategy.

Jianxia Li, Ruochen Liu, Ruinan Wang

Swarm Evol. Comput., 2024

Objective contribution decomposition method and multi-population optimization strategy for large-scale multi-objective optimization problems.

Jin Liu, Ruochen Liu

Inf. Sci., 2024

A survey for table recognition based on deep learning.

Chenglong Yu, Weibin Li, Wei Li, Zixuan Zhu, Ruochen Liu, Biao Hou, Licheng Jiao

Neurocomputing, 2024

2023

Elastic Strategy-Based Adaptive Genetic Algorithm for Solving Dynamic Vehicle Routing Problem With Time Windows.

Jianxia Li, Ruochen Liu, Ruinan Wang

IEEE Trans. Intell. Transp. Syst., December, 2023

Multi-Objective Multi-Factorial Evolutionary Algorithm for Container Placement.

Ruochen Liu, Ping Yang, Haoyuan Lv, Weibin Li

IEEE Trans. Cloud Comput., 2023

Multivariate Time Series Anomaly Detection in a Regularization Perspective.

Qi Guo, Jinwei Zhang, Yong Chen, Ruochen Liu

Proceedings of the 9th International Conference on Computing and Artificial Intelligence, 2023

2022

Adaptive Feature Weights Based Double-Layer Multi-Objective Method for SAR Image Segmentation.

Ruochen Liu, Minlei Xue, Haoyuan Lv

Remote. Sens., 2022

Radial basis network simulation for noisy multiobjective optimization considering evolution control.

Yifan Li, Ruochen Liu, Wanfeng Chen, Jing Liu

Inf. Sci., 2022

A Stable Deep Reinforcement Learning Framework for Recommendation.

Ruochen Liu, Dawei Jiang, Xilong Zhang

IEEE Intell. Syst., 2022

Virtual information core optimization for collaborative filtering recommendation based on clustering and evolutionary algorithms.

Caihong Mu, Weizhu Chen, Yi Liu, Dongchang Lei, Ruochen Liu

Appl. Soft Comput., 2022

2021

Change Detection in SAR Images Using Multiobjective Optimization and Ensemble Strategy.

Ruochen Liu, Ruinan Wang, Junjun Huang, Jianxia Li, Licheng Jiao

IEEE Geosci. Remote. Sens. Lett., 2021

A Decomposition-Based Evolutionary Algorithm with Correlative Selection Mechanism for Many-Objective Optimization.

Ruochen Liu, Ruinan Wang, Renyu Bian, Jing Liu, Licheng Jiao

Evol. Comput., 2021

A Self-Adaptive Response Strategy for Dynamic Multiobjective Evolutionary Optimization Based on Objective Space Decomposition.

Ruochen Liu, Jianxia Li, Yaochu Jin, Licheng Jiao

Evol. Comput., 2021

2020

A random dynamic grouping based weight optimization framework for large-scale multi-objective optimization problems.

Ruochen Liu, Jin Liu, Yifan Li, Jing Liu

Swarm Evol. Comput., 2020

Deep Depthwise Separable Convolutional Network for Change Detection in Optical Aerial Images.

Ruochen Liu, Dawei Jiang, Langlang Zhang, Zetong Zhang

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

A diversity introduction strategy based on change intensity for evolutionary dynamic multiobjective optimization.

Ruochen Liu, Luyao Peng, Jiangdi Liu, Jing Liu

Soft Comput., 2020

Multi-layer interaction preference based multi-objective evolutionary algorithm through decomposition.

Ruochen Liu, Runan Zhou, Rui Ren, Jiangdi Liu, Licheng Jiao

Inf. Sci., 2020

A clustering and dimensionality reduction based evolutionary algorithm for large-scale multi-objective problems.

Ruochen Liu, Rui Ren, Jin Liu, Jing Liu

Appl. Soft Comput., 2020

2019

An adjustable fuzzy classification algorithm using an improved multi-objective genetic strategy based on decomposition for imbalance dataset.

Ruochen Liu, Fangfang Wang, Manman He, Licheng Jiao

Knowl. Inf. Syst., 2019

Remote Sensing Image Change Detection Based on Information Transmission and Attention Mechanism.

Ruochen Liu, Zhihong Cheng, Langlang Zhang, Jianxia Li

IEEE Access, 2019

A Special Points-Based Hybrid Prediction Strategy for Dynamic Multi-Objective Optimization.

Jianxia Li, Ruochen Liu, Ruinan Wang, Jin Liu, Caihong Mu

IEEE Access, 2019

2018

A new angle-based preference selection mechanism for solving many-objective optimization problems.

Ruochen Liu, Jianxia Li, Wen Feng, Xin Yu, Licheng Jiao

Soft Comput., 2018

Simulated annealing-based immunodominance algorithm for multi-objective optimization problems.

Ruochen Liu, Jianxia Li, Xiaolin Song, Xin Yu, Licheng Jiao

Knowl. Inf. Syst., 2018

A dynamic multiple populations particle swarm optimization algorithm based on decomposition and prediction.

Ruochen Liu, Jianxia Li, Jing Fan, Licheng Jiao

Appl. Soft Comput., 2018

2017

An r-dominance-based preference multi-objective optimization for many-objective optimization.

Ruochen Liu, Xiaolin Song, Lingfen Fang, Licheng Jiao

Soft Comput., 2017

A coevolutionary technique based on multi-swarm particle swarm optimization for dynamic multi-objective optimization.

Ruochen Liu, Jianxia Li, Jing Fan, Caihong Mu, Licheng Jiao

Eur. J. Oper. Res., 2017

Ensemble-based multi-objective clustering algorithms for gene expression data sets.

Jianxia Li, Ruochen Liu, Mingyang Zhang, Yangyang Li

Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

2016

Interactive Reference Region Based Multi-Objective Evolutionary Algorithm Through Decomposition.

Ruochen Liu, Ruinan Wang, Wen Feng, Junjun Huang, Licheng Jiao

IEEE Access, 2016

2015

An orthogonal predictive model-based dynamic multi-objective optimization algorithm.

Ruochen Liu, Xu Niu, Jing Fan, Caihong Mu, Licheng Jiao

Soft Comput., 2015

Scaling cut criterion-based discriminant analysis for supervised dimension reduction.

Xiangrong Zhang, Yudi He, Licheng Jiao, Ruochen Liu, Jie Feng, Sisi Zhou

Knowl. Inf. Syst., 2015

Synergy of two mutations based immune multi-objective automatic fuzzy clustering algorithm.

Ruochen Liu, Lang Zhang, Bingjie Li, Yajuan Ma, Licheng Jiao

Knowl. Inf. Syst., 2015

Dynamic local search based immune automatic clustering algorithm and its applications.

Ruochen Liu, Binbin Zhu, Renyu Bian, Yajuan Ma, Licheng Jiao

Appl. Soft Comput., 2015

Integration of improved predictive model and adaptive differential evolution based dynamic multi-objective evolutionary optimization algorithm.

Ruochen Liu, Jing Fan, Licheng Jiao

Appl. Intell., 2015

Threshold image segmentation based on dynamic mutation and background cooperation.

Yangyang Li, Yang Yue, Licheng Jiao, Ruochen Liu

Proceedings of the IEEE Congress on Evolutionary Computation, 2015

2014

Modified Co-Training With Spectral and Spatial Views for Semisupervised Hyperspectral Image Classification.

Xiangrong Zhang, Qiang Song, Ruochen Liu, Wenna Wang, Licheng Jiao

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

A novel cooperative coevolutionary dynamic multi-objective optimization algorithm using a new predictive model.

Ruochen Liu, Yangyang Chen, Wenping Ma, Caihong Mu, Licheng Jiao

Soft Comput., 2014

A particle swarm optimization based simultaneous learning framework for clustering and classification.

Ruochen Liu, Yangyang Chen, Licheng Jiao, Yangyang Li

Pattern Recognit., 2014

A point symmetry-based clonal selection clustering algorithm and its application in image compression.

Ruochen Liu, Fei He, Jing Liu, Wenping Ma, Yangyang Li

Pattern Anal. Appl., 2014

Quadratic interpolation based orthogonal learning particle swarm optimization algorithm.

Ruochen Liu, Lixia Wang, Wenping Ma, Caihong Mu, Licheng Jiao

Nat. Comput., 2014

Quantum Particle Swarm Optimization Classification Algorithm and its Applications.

Ruochen Liu, Ping Zhang, Licheng Jiao

Int. J. Pattern Recognit. Artif. Intell., 2014

Reference direction based immune clone algorithm for many-objective optimization.

Ruochen Liu, Chenlin Ma, Fei He, Wenping Ma, Licheng Jiao

Frontiers Comput. Sci., 2014

A memetic algorithm using local structural information for detecting community structure in complex networks.

Caihong Mu, Jin Xie, Ruochen Liu, Licheng Jiao

Proceedings of the IEEE Congress on Evolutionary Computation, 2014

A memetic algorithm based on Immune multi-objective optimization for flexible job-shop scheduling problems.

Jingjing Ma, Yu Lei, Zhao Wang, Licheng Jiao, Ruochen Liu

Proceedings of the IEEE Congress on Evolutionary Computation, 2014

A multi-swarm particle swarm optimization with orthogonal learning for locating and tracking multiple optimization in dynamic environments.

Ruochen Liu, Xu Niu, Licheng Jiao, Jingjing Ma

Proceedings of the IEEE Congress on Evolutionary Computation, 2014

2013

A preference multi-objective optimization based on adaptive rank clone and differential evolution.

Ruochen Liu, Xiao Wang, Jing Liu, Lingfen Fang, Licheng Jiao

Nat. Comput., 2013

2012

An improved cooperative quantum-behaved particle swarm optimization.

Yangyang Li, Rongrong Xiang, Licheng Jiao, Ruochen Liu

Soft Comput., 2012

Gene transposon based clone selection algorithm for automatic clustering.

Ruochen Liu, Licheng Jiao, Xiangrong Zhang, Yangyang Li

Inf. Sci., 2012

Supervised immune clonal evolutionary classification algorithm for high-dimensional data.

Ruochen Liu, Ping Zhang, Licheng Jiao, Yangyang Li

Neurocomputing, 2012

Quantum evolutionary clustering algorithm based on watershed applied to SAR image segmentation.

Yangyang Li, Hongzhu Shi, Licheng Jiao, Ruochen Liu

Neurocomputing, 2012

Immunodomaince based Clonal Selection Clustering Algorithm.

Ruochen Liu, Xiangrong Zhang, Neng Yang, Qifeng Lei, Licheng Jiao

Appl. Soft Comput., 2012

Multi-objective Invasive Weed Optimization algortihm for clustering.

Ruochen Liu, Xiao Wang, Yangyang Li, Xiangrong Zhang

Proceedings of the IEEE Congress on Evolutionary Computation, 2012

An improved method for multi-objective clustering ensemble algorithm.

Ruochen Liu, Yong Liu, Yangyang Li

Proceedings of the IEEE Congress on Evolutionary Computation, 2012

A spectral clustering-based adaptive hybrid multi-objective harmony search algorithm for community detection.

Yangyang Li, Jing Chen, Ruochen Liu, Jianshe Wu

Proceedings of the IEEE Congress on Evolutionary Computation, 2012

2011

Minimum Span Frequency Assignment Based on a Multiagent Evolutionary Algorithm.

Jing Liu, Jinshu Li, Weicai Zhong, Li Zhang, Ruochen Liu

Int. J. Swarm Intell. Res., 2011

An improved Michigan particle swarm optimization for classification.

Pei Wu, Ruochen Liu, Jingjing Ma, Yangyang Li

Proceedings of the 2011 IEEE Symposium on Swarm Intelligence, 2011

Memetic Algorithm with Double Mutation for Numerical Optimization.

Yangyang Li, Bo Wu, Licheng Jiao, Ruochen Liu

Proceedings of the Intelligent Science and Intelligent Data Engineering, 2011

2010

An immune memory clonal algorithm for numerical and combinatorial optimization.

Ruochen Liu, Licheng Jiao, Yangyang Li, Jing Liu

Frontiers Comput. Sci. China, 2010

A Population Diversity-Oriented Gene Expression Programming for Function Finding.

Ruochen Liu, Qifeng Lei, Jing Liu, Licheng Jiao

Proceedings of the Simulated Evolution and Learning - 8th International Conference, 2010

A Preference Oriented Two-Layered Multiagent Evolutionary Algorithm for Multi-Objective Job Shop Problems.

Xinrui Duan, Jing Liu, Ruochen Liu, Licheng Jiao

Proceedings of the Simulated Evolution and Learning - 8th International Conference, 2010

A sphere-dominance based preference immune-inspired algorithm for dynamic multi-objective optimization.

Ruochen Liu, Wei Zhang, Licheng Jiao, Fang Liu, Jingjing Ma

Proceedings of the Genetic and Evolutionary Computation Conference, 2010

A clonal selection clustering algorithm using pointed symmetry-based distance measure.

Ruochen Liu, Hejun Ning, Wei Zhang, Licheng Jiao

Proceedings of the Genetic and Evolutionary Computation Conference, 2010

A multiobjective immune clustering ensemble technique applied to unsupervised SAR image segmentation.

Ruochen Liu, Wei Zhang, Licheng Jiao, Fang Liu

Proceedings of the 9th ACM International Conference on Image and Video Retrieval, 2010

Immunodomaince based clonal selection clustering algorithm.

Ruochen Liu, Zhengchun Sheng, Licheng Jiao, Wei Zhang

Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Clonal Selection Algorithm for Image Compression.

Ruochen Liu, Licheng Jiao, Wei Zhang, Jingjing Ma

Proceedings of the IEEE Congress on Evolutionary Computation, 2010

A hybrid multiobjective immune algorithm with region preference for decision makers.

Licheng Jiao, Wei Zhang, Ruochen Liu, Fang Liu

Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2009

Gene transposon based clonal selection algorithm for clustering.

Ruochen Liu, Zhengchun Sheng, Licheng Jiao

Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Stochastic ranking based differential evolution algorithm for constrained optimization problem.

Ruochen Liu, Yong Li, Wei Zhang, Licheng Jiao

Proceedings of the first ACM/SIGEVO Summit on Genetic and Evolutionary Computation, 2009

2007

Immune Clonal Strategy Based on the Adaptive Mean Mutation.

Ruochen Liu, Licheng Jiao

Proceedings of the Bio-Inspired Computational Intelligence and Applications, 2007

2005

Clonal Strategy Algorithm Based on the Immune Memory.

Ruochen Liu, Licheng Jiao, Haifeng Du

J. Comput. Sci. Technol., 2005

Adaptive chaos clonal evolutionary programming algorithm.

Haifeng Du, Maoguo Gong, Ruochen Liu, Licheng Jiao

Sci. China Ser. F Inf. Sci., 2005

2004

Adaptive Dynamic Clone Selection Algorithms.

Haifeng Du, Licheng Jiao, Maoguo Gong, Ruochen Liu

Proceedings of the Rough Sets and Current Trends in Computing, 2004