Ruochen Liu - RankMe

75 papers A 3B 11Journal 52Unranked 9

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Multi-Scale feature embedding framework using grouped and parametric convolutions for efficient time series imputation. Knowl. Based Syst. Ruochen Liu, Mingxin Teng, Junwei Ma, Kai Wu
2025	J	`jnl`	A multi-task genetic programming approach for online multi-objective container placement in heterogeneous cluster. Complex Intell. Syst. Ruochen Liu, Haoyuan Lv, Ping Yang, Rongfang Wang
2025	J	`jnl`	A multitasking ant system for multi-depot pick-up and delivery location routing problem with time window. Complex Intell. Syst. Haoyuan Lv, Ruochen Liu, Jianxia Li
2025	J	`jnl`	Dynamic multi-objective optimization based on classification response of decision variables. Inf. Sci. Jianxia Li, Ruochen Liu, Ruinan Wang
2024	J	`jnl`	A survey for table recognition based on deep learning. Neurocomputing Chenglong Yu, Weibin Li, Wei Li, Zixuan Zhu, Ruochen Liu, Biao Hou, Licheng Jiao
2024	J	`jnl`	Handling dynamic capacitated vehicle routing problems based on adaptive genetic algorithm with elastic strategy. Swarm Evol. Comput. Jianxia Li, Ruochen Liu, Ruinan Wang
2024	J	`jnl`	Objective contribution decomposition method and multi-population optimization strategy for large-scale multi-objective optimization problems. Inf. Sci. Jin Liu, Ruochen Liu
2023	J	`jnl`	Elastic Strategy-Based Adaptive Genetic Algorithm for Solving Dynamic Vehicle Routing Problem With Time Windows. IEEE Trans. Intell. Transp. Syst. Jianxia Li, Ruochen Liu, Ruinan Wang
2023	J	`jnl`	Multi-Objective Multi-Factorial Evolutionary Algorithm for Container Placement. IEEE Trans. Cloud Comput. Ruochen Liu, Ping Yang, Haoyuan Lv, Weibin Li
2023	—	`conf`	Multivariate Time Series Anomaly Detection in a Regularization Perspective. ICCAI Qi Guo, Jinwei Zhang, Yong Chen, Ruochen Liu
2022	J	`jnl`	A Stable Deep Reinforcement Learning Framework for Recommendation. IEEE Intell. Syst. Ruochen Liu, Dawei Jiang, Xilong Zhang
2022	J	`jnl`	Adaptive Feature Weights Based Double-Layer Multi-Objective Method for SAR Image Segmentation. Remote. Sens. Ruochen Liu, Minlei Xue, Haoyuan Lv
2022	J	`jnl`	Radial basis network simulation for noisy multiobjective optimization considering evolution control. Inf. Sci. Yifan Li, Ruochen Liu, Wanfeng Chen, Jing Liu
2022	J	`jnl`	Virtual information core optimization for collaborative filtering recommendation based on clustering and evolutionary algorithms. Appl. Soft Comput. Caihong Mu, Weizhu Chen, Yi Liu, Dongchang Lei, Ruochen Liu
2021	J	`jnl`	A Decomposition-Based Evolutionary Algorithm with Correlative Selection Mechanism for Many-Objective Optimization. Evol. Comput. Ruochen Liu, Ruinan Wang, Renyu Bian, Jing Liu, Licheng Jiao
2021	J	`jnl`	A Self-Adaptive Response Strategy for Dynamic Multiobjective Evolutionary Optimization Based on Objective Space Decomposition. Evol. Comput. Ruochen Liu, Jianxia Li, Yaochu Jin, Licheng Jiao
2021	J	`jnl`	Change Detection in SAR Images Using Multiobjective Optimization and Ensemble Strategy. IEEE Geosci. Remote. Sens. Lett. Ruochen Liu, Ruinan Wang, Junjun Huang, Jianxia Li, Licheng Jiao
2020	J	`jnl`	A clustering and dimensionality reduction based evolutionary algorithm for large-scale multi-objective problems. Appl. Soft Comput. Ruochen Liu, Rui Ren, Jin Liu, Jing Liu
2020	J	`jnl`	A diversity introduction strategy based on change intensity for evolutionary dynamic multiobjective optimization. Soft Comput. Ruochen Liu, Luyao Peng, Jiangdi Liu, Jing Liu
2020	J	`jnl`	A random dynamic grouping based weight optimization framework for large-scale multi-objective optimization problems. Swarm Evol. Comput. Ruochen Liu, Jin Liu, Yifan Li, Jing Liu
2020	J	`jnl`	Deep Depthwise Separable Convolutional Network for Change Detection in Optical Aerial Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Ruochen Liu, Dawei Jiang, Langlang Zhang, Zetong Zhang
2020	J	`jnl`	Multi-layer interaction preference based multi-objective evolutionary algorithm through decomposition. Inf. Sci. Ruochen Liu, Runan Zhou, Rui Ren, Jiangdi Liu, Licheng Jiao
2019	J	`jnl`	A Special Points-Based Hybrid Prediction Strategy for Dynamic Multi-Objective Optimization. IEEE Access Jianxia Li, Ruochen Liu, Ruinan Wang, Jin Liu, Caihong Mu
2019	J	`jnl`	An adjustable fuzzy classification algorithm using an improved multi-objective genetic strategy based on decomposition for imbalance dataset. Knowl. Inf. Syst. Ruochen Liu, Fangfang Wang, Manman He, Licheng Jiao
2019	J	`jnl`	Remote Sensing Image Change Detection Based on Information Transmission and Attention Mechanism. IEEE Access Ruochen Liu, Zhihong Cheng, Langlang Zhang, Jianxia Li
2018	J	`jnl`	A dynamic multiple populations particle swarm optimization algorithm based on decomposition and prediction. Appl. Soft Comput. Ruochen Liu, Jianxia Li, Jing Fan, Licheng Jiao
2018	J	`jnl`	A new angle-based preference selection mechanism for solving many-objective optimization problems. Soft Comput. Ruochen Liu, Jianxia Li, Wen Feng, Xin Yu, Licheng Jiao
2018	J	`jnl`	Simulated annealing-based immunodominance algorithm for multi-objective optimization problems. Knowl. Inf. Syst. Ruochen Liu, Jianxia Li, Xiaolin Song, Xin Yu, Licheng Jiao
2017	J	`jnl`	A coevolutionary technique based on multi-swarm particle swarm optimization for dynamic multi-objective optimization. Eur. J. Oper. Res. Ruochen Liu, Jianxia Li, Jing Fan, Caihong Mu, Licheng Jiao
2017	J	`jnl`	An r-dominance-based preference multi-objective optimization for many-objective optimization. Soft Comput. Ruochen Liu, Xiaolin Song, Lingfen Fang, Licheng Jiao
2017	B	`conf`	Ensemble-based multi-objective clustering algorithms for gene expression data sets. CEC Jianxia Li, Ruochen Liu, Mingyang Zhang, Yangyang Li
2016	J	`jnl`	Interactive Reference Region Based Multi-Objective Evolutionary Algorithm Through Decomposition. IEEE Access Ruochen Liu, Ruinan Wang, Wen Feng, Junjun Huang, Licheng Jiao
2015	J	`jnl`	An orthogonal predictive model-based dynamic multi-objective optimization algorithm. Soft Comput. Ruochen Liu, Xu Niu, Jing Fan, Caihong Mu, Licheng Jiao
2015	J	`jnl`	Dynamic local search based immune automatic clustering algorithm and its applications. Appl. Soft Comput. Ruochen Liu, Binbin Zhu, Renyu Bian, Yajuan Ma, Licheng Jiao
2015	J	`jnl`	Integration of improved predictive model and adaptive differential evolution based dynamic multi-objective evolutionary optimization algorithm. Appl. Intell. Ruochen Liu, Jing Fan, Licheng Jiao
2015	J	`jnl`	Scaling cut criterion-based discriminant analysis for supervised dimension reduction. Knowl. Inf. Syst. Xiangrong Zhang, Yudi He, Licheng Jiao, Ruochen Liu, Jie Feng, Sisi Zhou
2015	J	`jnl`	Synergy of two mutations based immune multi-objective automatic fuzzy clustering algorithm. Knowl. Inf. Syst. Ruochen Liu, Lang Zhang, Bingjie Li, Yajuan Ma, Licheng Jiao
2015	B	`conf`	Threshold image segmentation based on dynamic mutation and background cooperation. CEC Yangyang Li, Yang Yue, Licheng Jiao, Ruochen Liu
2014	B	`conf`	A memetic algorithm based on Immune multi-objective optimization for flexible job-shop scheduling problems. IEEE Congress on Evolutionary Computation Jingjing Ma, Yu Lei, Zhao Wang, Licheng Jiao, Ruochen Liu
2014	B	`conf`	A memetic algorithm using local structural information for detecting community structure in complex networks. IEEE Congress on Evolutionary Computation Caihong Mu, Jin Xie, Ruochen Liu, Licheng Jiao
2014	B	`conf`	A multi-swarm particle swarm optimization with orthogonal learning for locating and tracking multiple optimization in dynamic environments. IEEE Congress on Evolutionary Computation Ruochen Liu, Xu Niu, Licheng Jiao, Jingjing Ma
2014	J	`jnl`	A novel cooperative coevolutionary dynamic multi-objective optimization algorithm using a new predictive model. Soft Comput. Ruochen Liu, Yangyang Chen, Wenping Ma, Caihong Mu, Licheng Jiao
2014	J	`jnl`	A particle swarm optimization based simultaneous learning framework for clustering and classification. Pattern Recognit. Ruochen Liu, Yangyang Chen, Licheng Jiao, Yangyang Li
2014	J	`jnl`	A point symmetry-based clonal selection clustering algorithm and its application in image compression. Pattern Anal. Appl. Ruochen Liu, Fei He, Jing Liu, Wenping Ma, Yangyang Li
2014	J	`jnl`	Modified Co-Training With Spectral and Spatial Views for Semisupervised Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Xiangrong Zhang, Qiang Song, Ruochen Liu, Wenna Wang, Licheng Jiao
2014	J	`jnl`	Quadratic interpolation based orthogonal learning particle swarm optimization algorithm. Nat. Comput. Ruochen Liu, Lixia Wang, Wenping Ma, Caihong Mu, Licheng Jiao
2014	J	`jnl`	Quantum Particle Swarm Optimization Classification Algorithm and its Applications. Int. J. Pattern Recognit. Artif. Intell. Ruochen Liu, Ping Zhang, Licheng Jiao
2014	J	`jnl`	Reference direction based immune clone algorithm for many-objective optimization. Frontiers Comput. Sci. Ruochen Liu, Chenlin Ma, Fei He, Wenping Ma, Licheng Jiao
2013	J	`jnl`	A preference multi-objective optimization based on adaptive rank clone and differential evolution. Nat. Comput. Ruochen Liu, Xiao Wang, Jing Liu, Lingfen Fang, Licheng Jiao
2012	B	`conf`	A spectral clustering-based adaptive hybrid multi-objective harmony search algorithm for community detection. IEEE Congress on Evolutionary Computation Yangyang Li, Jing Chen, Ruochen Liu, Jianshe Wu
2012	J	`jnl`	An improved cooperative quantum-behaved particle swarm optimization. Soft Comput. Yangyang Li, Rongrong Xiang, Licheng Jiao, Ruochen Liu
2012	B	`conf`	An improved method for multi-objective clustering ensemble algorithm. IEEE Congress on Evolutionary Computation Ruochen Liu, Yong Liu, Yangyang Li
2012	J	`jnl`	Gene transposon based clone selection algorithm for automatic clustering. Inf. Sci. Ruochen Liu, Licheng Jiao, Xiangrong Zhang, Yangyang Li
2012	J	`jnl`	Immunodomaince based Clonal Selection Clustering Algorithm. Appl. Soft Comput. Ruochen Liu, Xiangrong Zhang, Neng Yang, Qifeng Lei, Licheng Jiao
2012	B	`conf`	Multi-objective Invasive Weed Optimization algortihm for clustering. IEEE Congress on Evolutionary Computation Ruochen Liu, Xiao Wang, Yangyang Li, Xiangrong Zhang
2012	J	`jnl`	Quantum evolutionary clustering algorithm based on watershed applied to SAR image segmentation. Neurocomputing Yangyang Li, Hongzhu Shi, Licheng Jiao, Ruochen Liu
2012	J	`jnl`	Supervised immune clonal evolutionary classification algorithm for high-dimensional data. Neurocomputing Ruochen Liu, Ping Zhang, Licheng Jiao, Yangyang Li
2011	—	`conf`	An improved Michigan particle swarm optimization for classification. SWIS Pei Wu, Ruochen Liu, Jingjing Ma, Yangyang Li
2011	—	`conf`	Memetic Algorithm with Double Mutation for Numerical Optimization. IScIDE Yangyang Li, Bo Wu, Licheng Jiao, Ruochen Liu
2011	J	`jnl`	Minimum Span Frequency Assignment Based on a Multiagent Evolutionary Algorithm. Int. J. Swarm Intell. Res. Jing Liu, Jinshu Li, Weicai Zhong, Li Zhang, Ruochen Liu
2010	—	`conf`	A Population Diversity-Oriented Gene Expression Programming for Function Finding. SEAL Ruochen Liu, Qifeng Lei, Jing Liu, Licheng Jiao
2010	—	`conf`	A Preference Oriented Two-Layered Multiagent Evolutionary Algorithm for Multi-Objective Job Shop Problems. SEAL Xinrui Duan, Jing Liu, Ruochen Liu, Licheng Jiao
2010	A	`conf`	A clonal selection clustering algorithm using pointed symmetry-based distance measure. GECCO Ruochen Liu, Hejun Ning, Wei Zhang, Licheng Jiao
2010	B	`conf`	A hybrid multiobjective immune algorithm with region preference for decision makers. IEEE Congress on Evolutionary Computation Licheng Jiao, Wei Zhang, Ruochen Liu, Fang Liu
2010	—	`conf`	A multiobjective immune clustering ensemble technique applied to unsupervised SAR image segmentation. CIVR Ruochen Liu, Wei Zhang, Licheng Jiao, Fang Liu
2010	A	`conf`	A sphere-dominance based preference immune-inspired algorithm for dynamic multi-objective optimization. GECCO Ruochen Liu, Wei Zhang, Licheng Jiao, Fang Liu, Jingjing Ma
2010	J	`jnl`	An immune memory clonal algorithm for numerical and combinatorial optimization. Frontiers Comput. Sci. China Ruochen Liu, Licheng Jiao, Yangyang Li, Jing Liu
2010	B	`conf`	Clonal Selection Algorithm for Image Compression. IEEE Congress on Evolutionary Computation Ruochen Liu, Licheng Jiao, Wei Zhang, Jingjing Ma
2010	B	`conf`	Immunodomaince based clonal selection clustering algorithm. IEEE Congress on Evolutionary Computation Ruochen Liu, Zhengchun Sheng, Licheng Jiao, Wei Zhang
2009	A	`conf`	Gene transposon based clonal selection algorithm for clustering. GECCO Ruochen Liu, Zhengchun Sheng, Licheng Jiao
2009	—	`conf`	Stochastic ranking based differential evolution algorithm for constrained optimization problem. GEC Summit Ruochen Liu, Yong Li, Wei Zhang, Licheng Jiao
2007	—	`conf`	Immune Clonal Strategy Based on the Adaptive Mean Mutation. LSMS (1) Ruochen Liu, Licheng Jiao
2005	J	`jnl`	Adaptive chaos clonal evolutionary programming algorithm. Sci. China Ser. F Inf. Sci. Haifeng Du, Maoguo Gong, Ruochen Liu, Licheng Jiao
2005	J	`jnl`	Clonal Strategy Algorithm Based on the Immune Memory. J. Comput. Sci. Technol. Ruochen Liu, Licheng Jiao, Haifeng Du
2004	—	`conf`	Adaptive Dynamic Clone Selection Algorithms. Rough Sets and Current Trends in Computing Haifeng Du, Licheng Jiao, Maoguo Gong, Ruochen Liu