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2020 – today
- 2024
[j93]Zhengping Liang
, Ruitai Yang, Jigang Wang, Ling Liu, Xiaoliang Ma, Zexuan Zhu:
Dynamic constrained evolutionary optimization based on deep Q-network. Expert Syst. Appl. 249: 123592 (2024)- [j92]Zhengping Liang, Jiabiao Yan, Fan Zheng, Jigang Wang, Ling Liu, Zexuan Zhu:
Multi-objective multi-task particle swarm optimization based on objective space division and adaptive transfer. Expert Syst. Appl. 255: 124618 (2024) - [j91]Zhaobo Liu, Guo Li, Haili Zhang, Zhengping Liang, Zexuan Zhu:
Multifactorial Evolutionary Algorithm Based on Diffusion Gradient Descent. IEEE Trans. Cybern. 54(7): 4267-4279 (2024) - [j90]Lei Zhou, Liang Feng, Kay Chen Tan, Jinghui Zhong, Zexuan Zhu, Kai Liu, Chao Chen:
Corrections to "Toward Adaptive Knowledge Transfer in Multifactorial Evolutionary Computation". IEEE Trans. Cybern. 54(11): 7116 (2024) - [j89]Chen Yang, Qunjian Chen, Zexuan Zhu, Zhi-An Huang, Shulin Lan, Liehuang Zhu:
Evolutionary Multitasking for Costly Task Offloading in Mobile-Edge Computing Networks. IEEE Trans. Evol. Comput. 28(2): 338-352 (2024) - [j88]Tao Dai, Mengxi Ya, Jinmin Li, Xinyi Zhang, Shu-Tao Xia, Zexuan Zhu:
CFGN: A Lightweight Context Feature Guided Network for Image Super-Resolution. IEEE Trans. Emerg. Top. Comput. Intell. 8(1): 855-865 (2024) - [j87]Jianping Luo, YongFei Dong, Qiqi Liu, Zexuan Zhu, Wenming Cao, Kay Chen Tan, Yaochu Jin:
A New Multitask Joint Learning Framework for Expensive Multi-Objective Optimization Problems. IEEE Trans. Emerg. Top. Comput. Intell. 8(2): 1894-1909 (2024) - [j86]Rui Liu, Zhi-An Huang, Yao Hu, Zexuan Zhu, Ka-Chun Wong, Kay Chen Tan:
Attention-Like Multimodality Fusion With Data Augmentation for Diagnosis of Mental Disorders Using MRI. IEEE Trans. Neural Networks Learn. Syst. 35(6): 7627-7641 (2024) - [j85]Zhi-An Huang, Rui Liu, Zexuan Zhu, Kay Chen Tan:
Multitask Learning for Joint Diagnosis of Multiple Mental Disorders in Resting-State fMRI. IEEE Trans. Neural Networks Learn. Syst. 35(6): 8161-8175 (2024) - [j84]Rui Liu, Zhi-An Huang, Yao Hu, Zexuan Zhu, Ka-Chun Wong, Kay Chen Tan:
Spatial-Temporal Co-Attention Learning for Diagnosis of Mental Disorders From Resting-State fMRI Data. IEEE Trans. Neural Networks Learn. Syst. 35(8): 10591-10605 (2024) - [c55]Wenjing Hong, Cheng Chen, Zexuan Zhu, Ke Tang:
An Elite Archive-Assisted Multi-Objective Evolutionary Algorithm for mRNA Design. CEC 2024: 1-8 - [c54]Zhenyuan Li, Xiaoliang Ma, Zexuan Zhu, Yueyue Li:
Expensive Optimization Based on Evolutionary Multi-Tasking and Hybrid Restart Strategy. CEC 2024: 1-9 - [c53]Wenqiang Ma, Yaqing Hou, Hua Yu, Xiangrong Tong, Zexuan Zhu, Qiang Zhang:
Similar Locality Based Transfer Evolutionary Optimization for Minimalistic Attacks. CEC 2024: 1-8 - [c52]Tao Dai, Jianping Wang, Hang Guo, Jinmin Li, Jinbao Wang, Zexuan Zhu:
FreqFormer: Frequency-aware Transformer for Lightweight Image Super-resolution. IJCAI 2024: 731-739 - 2023
- [j83]Minghao Yang, Zhi-An Huang, Wei Zhou, Junkai Ji, Jun Zhang, Shan He, Zexuan Zhu:
MIX-TPI: a flexible prediction framework for TCR-pMHC interactions based on multimodal representations. Bioinform. 39(8) (2023) - [j82]Fu Yin, Jiarui Zhou, Weixin Xie, Zexuan Zhu:
Inferring sparse genetic regulatory networks based on maximum-entropy probability model and multi-objective memetic algorithm. Memetic Comput. 15(1): 117-137 (2023) - [j81]Zhengping Liang, Canran Chen, Xiyu Wang, Ling Liu, Zexuan Zhu:
Constrained many-objective evolutionary algorithm based on adaptive infeasible ratio. Memetic Comput. 15(3): 281-300 (2023) - [j80]Ji Wang, Lulu Qin, Dan Chen, Juan Wang, Bo-Wei Han, Zexuan Zhu, Guangdong Qiao:
An improved Hover-net for nuclear segmentation and classification in histopathology images. Neural Comput. Appl. 35(19): 14403-14417 (2023) - [j79]Zhi-An Huang, Yao Hu, Rui Liu, Xiaoming Xue, Zexuan Zhu, Linqi Song, Kay Chen Tan:
Federated Multi-Task Learning for Joint Diagnosis of Multiple Mental Disorders on MRI Scans. IEEE Trans. Biomed. Eng. 70(4): 1137-1149 (2023) - [j78]Han Zhang, Zexuan Zhu, Hui Li, Shan He:
Network Biomarker Detection From Gene Co-Expression Network Using Gaussian Mixture Model Clustering. IEEE ACM Trans. Comput. Biol. Bioinform. 20(6): 3523-3534 (2023) - [j77]Xiaoliang Ma, Zhitao Huang, Xiaodong Li, Yutao Qi, Lei Wang, Zexuan Zhu:
Multiobjectivization of Single-Objective Optimization in Evolutionary Computation: A Survey. IEEE Trans. Cybern. 53(6): 3702-3715 (2023) - [j76]Zhengping Liang, Yingmiao Zhu, Xiyu Wang, Zhi Li, Zexuan Zhu:
Evolutionary Multitasking for Optimization Based on Generative Strategies. IEEE Trans. Evol. Comput. 27(4): 1042-1056 (2023) - [j75]Wei Zhou, Yong Liu, Min Li, Yu Wang, Zhiqi Shen, Liang Feng, Zexuan Zhu:
Dynamic Multi-Objective Optimization Framework With Interactive Evolution for Sequential Recommendation. IEEE Trans. Emerg. Top. Comput. Intell. 7(4): 1228-1241 (2023) - [j74]Ling Liu, Wenhao Yuan, Zhengping Liang, Xiaoliang Ma, Zexuan Zhu:
Construction of Polar Codes Based on Memetic Algorithm. IEEE Trans. Emerg. Top. Comput. Intell. 7(5): 1539-1553 (2023) - [j73]Jianping Luo, YongFei Dong, Zexuan Zhu, Wenming Cao, Xia Li:
Expensive Multiobjective Optimization Based on Information Transfer Surrogate. IEEE Trans. Syst. Man Cybern. Syst. 53(3): 1684-1696 (2023) - [j72]Yuxiao Huang, Liang Feng, Min Li, Yu Wang, Zexuan Zhu, Kay Chen Tan:
Fast Vehicle Routing via Knowledge Transfer in a Reproducing Kernel Hilbert Space. IEEE Trans. Syst. Man Cybern. Syst. 53(9): 5404-5416 (2023) - [c51]Zheng Guo, Zhaoping Yu, Wenbin Pei, Chuan Wang, Yaqing Hou, Chenchen Zhang, Zexuan Zhu, Xianneng Li:
A Knowledge Transfer-Based Genetic Algorithm for Multi-Target Robotic Arm Control. CEC 2023: 1-8 - [c50]Zhangfan Yang, Kun Cao, Junkai Ji, Zexuan Zhu, Jianqiang Li:
Adopting Autodock Koto for Virtual Screening of COVID-19. ICIC (3) 2023: 752-763 - [i5]Hang Guo, Tao Dai, Yuanchao Bai, Bin Chen, Shu-Tao Xia, Zexuan Zhu:
AdaptIR: Parameter Efficient Multi-task Adaptation for Pre-trained Image Restoration Models. CoRR abs/2312.08881 (2023) - 2022
- [j71]Minghao Yang, Zhi-An Huang, Wenhao Gu, Kun Han, Wenying Pan, Xiao Yang, Zexuan Zhu:
Prediction of biomarker-disease associations based on graph attention network and text representation. Briefings Bioinform. 23(5) (2022) - [j70]Shaohui Xie, Xiaotian He, Shan He, Zexuan Zhu:
CURC: a CUDA-based reference-free read compressor. Bioinform. 38(12): 3294-3296 (2022) - [j69]Qunjian Chen, Xiaoliang Ma, Yanan Yu, Yiwen Sun, Zexuan Zhu:
Multi-objective evolutionary multi-tasking algorithm using cross-dimensional and prediction-based knowledge transfer. Inf. Sci. 586: 540-562 (2022) - [j68]Yaqing Hou, Yuan Yuan, Zexuan Zhu:
Guest editorial. Memetic Comput. 14(1): 1-2 (2022) - [j67]Qiyuan Yu, Qiuzhen Lin, Zexuan Zhu, Ka-Chun Wong, Carlos A. Coello Coello:
A dynamic multi-objective evolutionary algorithm based on polynomial regression and adaptive clustering. Swarm Evol. Comput. 71: 101075 (2022) - [j66]Zhengping Liang, Tiancheng Wu, Xiaoliang Ma, Zexuan Zhu, Shengxiang Yang:
A Dynamic Multiobjective Evolutionary Algorithm Based on Decision Variable Classification. IEEE Trans. Cybern. 52(3): 1602-1615 (2022) - [j65]Zhengping Liang, Hao Dong, Cheng Liu, Weiqi Liang, Zexuan Zhu:
Evolutionary Multitasking for Multiobjective Optimization With Subspace Alignment and Adaptive Differential Evolution. IEEE Trans. Cybern. 52(4): 2096-2109 (2022) - [j64]Xiaoliang Ma, Jian Yin, Anmin Zhu, Xiaodong Li, Yanan Yu, Lei Wang, Yutao Qi, Zexuan Zhu:
Enhanced Multifactorial Evolutionary Algorithm With Meme Helper-Tasks. IEEE Trans. Cybern. 52(8): 7837-7851 (2022) - [j63]Zhengping Liang, Xiuju Xu, Ling Liu, Yaofeng Tu, Zexuan Zhu:
Evolutionary Many-Task Optimization Based on Multisource Knowledge Transfer. IEEE Trans. Evol. Comput. 26(2): 319-333 (2022) - [j62]Xiaoliang Ma, Zhitao Huang, Xiaodong Li, Lei Wang, Yutao Qi, Zexuan Zhu:
Merged Differential Grouping for Large-Scale Global Optimization. IEEE Trans. Evol. Comput. 26(6): 1439-1451 (2022) - [j61]Zhengping Liang, Weiqi Liang, Zhiqiang Wang, Xiaoliang Ma, Ling Liu, Zexuan Zhu:
Multiobjective Evolutionary Multitasking With Two-Stage Adaptive Knowledge Transfer Based on Population Distribution. IEEE Trans. Syst. Man Cybern. Syst. 52(7): 4457-4469 (2022) - [c49]Mingyu Xu, Yongjin Zheng, Yew-Soon Ong, Zexuan Zhu, Xiaoliang Ma:
A multifactorial differential evolution with hybrid global and local search strategies. CEC 2022: 1-9 - 2021
- [j60]Xiaoliang Ma, Yongjin Zheng, Zexuan Zhu, Xiaodong Li, Lei Wang, Yutao Qi, Junshan Yang:
Improving Evolutionary Multitasking Optimization by Leveraging Inter-Task Gene Similarity and Mirror Transformation. IEEE Comput. Intell. Mag. 16(4): 38-53 (2021) - [j59]Taian Guo, Tao Dai, Ling Liu, Zexuan Zhu, Shu-Tao Xia:
S2A: Scale-Attention-Aware Networks for Video Super-Resolution. Entropy 23(11): 1398 (2021) - [j58]Zhengping Liang, Ya Zou, Shunxiang Zheng, Shengxiang Yang, Zexuan Zhu:
A feedback-based prediction strategy for dynamic multi-objective evolutionary optimization. Expert Syst. Appl. 172: 114594 (2021) - [j57]Guo Li, Zexuan Zhu, Lijia Ma, Xiaoliang Ma:
Multi-objective memetic algorithm for core-periphery structure detection in complex network. Memetic Comput. 13(3): 285-306 (2021) - [j56]Zhengping Liang, Jiyu Zeng, Ling Liu, Zexuan Zhu:
A many-objective optimization algorithm with mutation strategy based on variable classification and elite individual. Swarm Evol. Comput. 60: 100769 (2021) - [j55]Wu Lin, Qiuzhen Lin, Junkai Ji, Zexuan Zhu, Carlos A. Coello Coello, Ka-Chun Wong:
Decomposition-based multiobjective optimization with bicriteria assisted adaptive operator selection. Swarm Evol. Comput. 60: 100790 (2021) - [j54]Xiaoliang Ma, Jian Chen, Yiwen Sun, Zexuan Zhu:
Assistant reference point guided evolutionary algorithm for many-objective fuzzy portfolio selection. Swarm Evol. Comput. 62: 100862 (2021) - [j53]Zhengping Liang, Kaifeng Hu, Xiaoliang Ma, Zexuan Zhu:
A Many-Objective Evolutionary Algorithm Based on a Two-Round Selection Strategy. IEEE Trans. Cybern. 51(3): 1417-1429 (2021) - [j52]Lei Zhou, Liang Feng, Kay Chen Tan, Jinghui Zhong, Zexuan Zhu, Kai Liu, Chao Chen:
Toward Adaptive Knowledge Transfer in Multifactorial Evolutionary Computation. IEEE Trans. Cybern. 51(5): 2563-2576 (2021) - [j51]Liang Feng, Lei Zhou, Abhishek Gupta, Jinghui Zhong, Zexuan Zhu, Kay Chen Tan, Alex Kai Qin:
Solving Generalized Vehicle Routing Problem With Occasional Drivers via Evolutionary Multitasking. IEEE Trans. Cybern. 51(6): 3171-3184 (2021) - [j50]Zhengping Liang, Tingting Luo, Kaifeng Hu, Xiaoliang Ma, Zexuan Zhu:
An Indicator-Based Many-Objective Evolutionary Algorithm With Boundary Protection. IEEE Trans. Cybern. 51(9): 4553-4566 (2021) - [j49]Qiuzhen Lin, Wu Lin, Zexuan Zhu, Maoguo Gong, Jianqiang Li, Carlos A. Coello Coello:
Multimodal Multiobjective Evolutionary Optimization With Dual Clustering in Decision and Objective Spaces. IEEE Trans. Evol. Comput. 25(1): 130-144 (2021) - [j48]Zhi-An Huang, Zexuan Zhu, Chuen Heung Yau, Kay Chen Tan:
Identifying Autism Spectrum Disorder From Resting-State fMRI Using Deep Belief Network. IEEE Trans. Neural Networks Learn. Syst. 32(7): 2847-2861 (2021) - [j47]Zhi-An Huang, Jia Zhang, Zexuan Zhu, Edmond Qi Wu, Kay Chen Tan:
Identification of Autistic Risk Candidate Genes and Toxic Chemicals via Multilabel Learning. IEEE Trans. Neural Networks Learn. Syst. 32(9): 3971-3984 (2021) - [c48]Mengfan Xu, Zexuan Zhu, Yutao Qi, Lei Wang, Xiaoliang Ma:
An Adaptive Multi-objective Multifactorial Evolutionary Algorithm Based on Mixture Gaussian Distribution. CEC 2021: 1696-1703 - [c47]Tao Dai, Yalei Lv, Bin Chen, Zhi Wang, Zexuan Zhu, Shu-Tao Xia:
Mix-order Attention Networks for Image Restoration. ACM Multimedia 2021: 2880-2888 - [c46]Guo Li, Ling Liu, Zhengping Liang, Xiaoliang Ma, Zexuan Zhu:
Memetic Algorithm Based on Community Detection for Energy-Efficient Service Migration Optimization in 5G Mobile Edge Computing. PIMRC 2021: 1-7 - [c45]Fu Yin, Jiarui Zhou, Zexuan Zhu, Xiaoliang Ma, Weixin Xie:
Inferring Small-Scale Maximum-Entropy Genetic Regulatory Networks by Using DE Algorithm. ICSI (1) 2021: 347-357 - 2020
- [j46]Ning Shi, Zexuan Zhu, Ke Tang, David Parker, Shan He:
ATEN: And/Or tree ensemble for inferring accurate Boolean network topology and dynamics. Bioinform. 36(2): 578-585 (2020) - [j45]Xiaoliang Ma, Yanan Yu, Xiaodong Li, Yutao Qi, Zexuan Zhu:
A Survey of Weight Vector Adjustment Methods for Decomposition-Based Multiobjective Evolutionary Algorithms. IEEE Trans. Evol. Comput. 24(4): 634-649 (2020) - [j44]Weiqi Chen, Zexuan Zhu, Shan He:
MUMI: Multitask Module Identification for Biological Networks. IEEE Trans. Evol. Comput. 24(4): 765-776 (2020) - [c44]Wei Zhou, Liang Feng, Zexuan Zhu, Kai Liu, Chao Chen, Zhou Wu:
Tracking Moving Optima of Dynamic Multi-objective Problem via Prediction in Objective Space. CEC 2020: 1-8 - [c43]Zifeng Zhou, Xiaoliang Ma, Zhengping Liang, Zexuan Zhu:
Multi-objective multi-factorial memetic algorithm based on bone route and large neighborhood local search for VRPTW. CEC 2020: 1-8 - [c42]Yuanyuan Hu, Claire Donald, Nasser Giacaman, Zexuan Zhu:
Towards automated analysis of cognitive presence in MOOC discussions: a manual classification study. LAK 2020: 135-140 - [c41]Xiaoou Zhang, Zexuan Zhu:
Sparse Multi-task Least-Squares Support Vector Machine. NCAA 2020: 157-167 - [i4]Zhengping Liang, Weiqi Liang, Xiuju Xu, Zexuan Zhu:
A Two stage Adaptive Knowledge Transfer Evolutionary Multi-tasking Based on Population Distribution for Multi/Many-Objective Optimization. CoRR abs/2001.00810 (2020) - [i3]Zhengping Liang, Jian Zhang, Liang Feng, Zexuan Zhu:
Multi-factorial Optimization for Large-scale Virtual Machine Placement in Cloud Computing. CoRR abs/2001.06585 (2020)
2010 – 2019
- 2019
- [j43]Jiang Huang, Min Wu, Fan Lu, Le Ou-Yang, Zexuan Zhu:
Predicting synthetic lethal interactions in human cancers using graph regularized self-representative matrix factorization. BMC Bioinform. 20-S(19): 657 (2019) - [j42]Wu Lin, Qiuzhen Lin, Zexuan Zhu, Jianqiang Li, Jianyong Chen, Zhong Ming:
Evolutionary Search with Multiple Utopian Reference Points in Decomposition-Based Multiobjective Optimization. Complex. 2019: 7436712:1-7436712:22 (2019) - [j41]Zhengping Liang, Jian Zhang, Liang Feng, Zexuan Zhu:
A hybrid of genetic transform and hyper-rectangle search strategies for evolutionary multi-tasking. Expert Syst. Appl. 138 (2019) - [j40]Zhengping Liang, Weijun Hou, Xiang Huang, Zexuan Zhu:
Two new reference vector adaptation strategies for many-objective evolutionary algorithms. Inf. Sci. 483: 332-349 (2019) - [j39]Zhengping Liang, Shunxiang Zheng, Zexuan Zhu, Shengxiang Yang:
Hybrid of memory and prediction strategies for dynamic multiobjective optimization. Inf. Sci. 485: 200-218 (2019) - [j38]Laizhong Cui, Genghui Li, Zexuan Zhu, Zhong Ming, Zhenkun Wen, Nan Lu:
Differential evolution algorithm with dichotomy-based parameter space compression. Soft Comput. 23(11): 3643-3660 (2019) - [j37]Xiaoliang Ma, Xiaodong Li, Qingfu Zhang, Ke Tang, Zhengping Liang, Weixin Xie, Zexuan Zhu:
A Survey on Cooperative Co-Evolutionary Algorithms. IEEE Trans. Evol. Comput. 23(3): 421-441 (2019) - [c40]Jian Chen, Xiaoliang Ma, Yiwen Sun, Zexuan Zhu:
A Reference Point-Based Evolutionary Algorithm for Many-Objective Fuzzy Portfolio Selection. BIC-TA (1) 2019: 109-123 - [c39]Ruizhi Shi, Wu Lin, Qiuzhen Lin, Zexuan Zhu, Jianyong Chen:
Multimodal Multi-objective Optimization Using A Density-based One-by-One Update Strategy. CEC 2019: 295-301 - [c38]Zifeng Zhou, Xiaoliang Ma, Zexuan Zhu:
Multi-objective memetic algorithm based on correlation priority for pickup-and-delivery problems. CEC 2019: 990-997 - [c37]Yanan Yu, Anmin Zhu, Zexuan Zhu, Qiuzhen Lin, Jian Yin, Xiaoliang Ma:
Multifactorial Differential Evolution with Opposition-based Learning for Multi-tasking Optimization. CEC 2019: 1898-1905 - [c36]Jian Yin, Anmin Zhu, Zexuan Zhu, Yanan Yu, Xiaoliang Ma:
Multifactorial Evolutionary Algorithm Enhanced with Cross-task Search Direction. CEC 2019: 2244-2251 - 2018
- [j36]Yanfei Zhong, Ailong Ma, Yew-Soon Ong, Zexuan Zhu, Liangpei Zhang:
Computational intelligence in optical remote sensing image processing. Appl. Soft Comput. 64: 75-93 (2018) - [j35]Rui Guo, Yan-Ran Li, Shan He, Le Ou-Yang, Yiwen Sun, Zexuan Zhu:
RepLong: de novo repeat identification using long read sequencing data. Bioinform. 34(7): 1099-1107 (2018) - [j34]Hui-Juan Zhu, Zhu-Hong You, Zexuan Zhu, Wei-Lei Shi, Xing Chen, Li Cheng:
DroidDet: Effective and robust detection of android malware using static analysis along with rotation forest model. Neurocomputing 272: 638-646 (2018) - [j33]Laizhong Cui, Genghui Li, Zexuan Zhu, Qiuzhen Lin, Ka-Chun Wong, Jianyong Chen, Nan Lu, Jian Lu:
Adaptive multiple-elites-guided composite differential evolution algorithm with a shift mechanism. Inf. Sci. 422: 122-143 (2018) - [j32]Laizhong Cui, Genghui Li, Zexuan Zhu, Zhenkun Wen, Nan Lu, Jian Lu:
A novel differential evolution algorithm with a self-adaptation parameter control method by differential evolution. Soft Comput. 22(18): 6171-6190 (2018) - [j31]Xiaoliang Ma, Qingfu Zhang, Guangdong Tian, Junshan Yang, Zexuan Zhu:
On Tchebycheff Decomposition Approaches for Multiobjective Evolutionary Optimization. IEEE Trans. Evol. Comput. 22(2): 226-244 (2018) - [j30]Yu Sun, Ke Tang, Zexuan Zhu, Xin Yao:
Concept Drift Adaptation by Exploiting Historical Knowledge. IEEE Trans. Neural Networks Learn. Syst. 29(10): 4822-4832 (2018) - [c35]Wei Zhou, Liang Feng, Siwei Jiang, Shu Zhang, Yaqing Hou, Yew-Soon Ong, Zexuan Zhu, Kai Liu:
A Preliminary Study of Adaptive Indicator Based Evolutionary Algorithm for Dynamic Multiobjective Optimization via Autoencoding. CEC 2018: 1-7 - [c34]Lei Zhou, Liang Feng, Jinghui Zhong, Zexuan Zhu, Bingshui Da, Zhou Wu:
A study of similarity measure between tasks for multifactorial evolutionary algorithm. GECCO (Companion) 2018: 229-230 - 2017
- [j29]Zhengping Liang, Kaifeng Hu, Quanxiang Zhu, Zexuan Zhu:
An enhanced artificial bee colony algorithm with adaptive differential operators. Appl. Soft Comput. 58: 480-494 (2017) - [j28]Zhi-an Huang, Zhenkun Wen, Qingjin Deng, Ying Chu, Yiwen Sun, Zexuan Zhu:
LW-FQZip 2: a parallelized reference-based compression of FASTQ files. BMC Bioinform. 18(1): 179:1-179:8 (2017) - [j27]Dong Li, Zhisong Pan, Guyu Hu, Zexuan Zhu, Shan He:
Active module identification in intracellular networks using a memetic algorithm with a new binary decoding scheme. BMC Genom. 18(S2) (2017) - [j26]Laizhong Cui, Genghui Li, Zexuan Zhu, Qiuzhen Lin, Zhenkun Wen, Nan Lu, Ka-Chun Wong, Jianyong Chen:
A novel artificial bee colony algorithm with an adaptive population size for numerical function optimization. Inf. Sci. 414: 53-67 (2017) - [j25]Zhu-Hong You, Zhi-an Huang, Zexuan Zhu, Guiying Yan, Zheng-Wei Li, Zhenkun Wen, Xing Chen:
PBMDA: A novel and effective path-based computational model for miRNA-disease association prediction. PLoS Comput. Biol. 13(3) (2017) - [j24]Maoguo Gong, Zhao Wang, Zexuan Zhu, Licheng Jiao:
A Similarity-Based Multiobjective Evolutionary Algorithm for Deployment Optimization of Near Space Communication System. IEEE Trans. Evol. Comput. 21(6): 878-897 (2017) - [c33]Yanming Yang, Yiwen Sun, Zexuan Zhu:
Multi-objective memetic algorithm based on request prediction for dynamic pickup-and-delivery problems. CEC 2017: 1728-1733 - [c32]Qunjian Chen, Xiaoliang Ma, Zexuan Zhu, Yiwen Sun:
Evolutionary Multi-tasking Single-Objective Optimization Based on Cooperative Co-evolutionary Memetic Algorithm. CIS 2017: 197-201 - [c31]Cong Peng, Qingjin Deng, Zhi-an Huang, Yiwen Sun, Zexuan Zhu:
G-FQZip: Lossless Reference-Based Compression of FASTQ Files Using GPUs. CIS 2017: 553-556 - [c30]Qunjian Chen, Xiaoliang Ma, Yiwen Sun, Zexuan Zhu:
Adaptive Memetic Algorithm Based Evolutionary Multi-tasking Single-Objective Optimization. SEAL 2017: 462-472 - [c29]Yanming Yang, Xiaoliang Ma, Yiwen Sun, Zexuan Zhu:
Multi-objective Memetic Algorithm Based on Three-Dimensional Request Prediction for Dynamic Pickup-and-Delivery Problem with Time Windows. SEAL 2017: 810-820 - [i2]Yu Sun, Ke Tang, Zexuan Zhu, Xin Yao:
Concept Drift Adaptation by Exploiting Historical Knowledge. CoRR abs/1702.03500 (2017) - [i1]Bingshui Da, Yew-Soon Ong, Liang Feng, A. Kai Qin, Abhishek Gupta, Zexuan Zhu, Chuan-Kang Ting, Ke Tang, Xin Yao:
Evolutionary Multitasking for Single-objective Continuous Optimization: Benchmark Problems, Performance Metric, and Baseline Results. CoRR abs/1706.03470 (2017) - 2016
- [j23]Zexuan Zhu, Jun Xiao, Shan He, Zhen Ji, Yiwen Sun:
A multi-objective memetic algorithm based on locality-sensitive hashing for one-to-many-to-one dynamic pickup-and-delivery problem. Inf. Sci. 329: 73-89 (2016) - [j22]Qingling Zhu, Qiuzhen Lin, Zhihua Du, Zhengping Liang, Wenjun Wang, Zexuan Zhu, Jianyong Chen, Peizhi Huang, Zhong Ming:
A novel adaptive hybrid crossover operator for multiobjective evolutionary algorithm. Inf. Sci. 345: 177-198 (2016) - [j21]Yanfei Zhong, Zexuan Zhu, Yew-Soon Ong:
Soft computing in remote sensing image processing. Soft Comput. 20(12): 4629-4630 (2016) - [j20]Shan He, Guanbo Jia, Zexuan Zhu, Dan A. Tennant, Qiang Huang, Ke Tang, Jing Liu, Mirco Musolesi, John K. Heath, Xin Yao:
Cooperative Co-Evolutionary Module Identification With Application to Cancer Disease Module Discovery. IEEE Trans. Evol. Comput. 20(6): 874-891 (2016) - [c28]Jun Xiao, Yanming Yang, Xiaoliang Ma, Jiarui Zhou, Zexuan Zhu:
Multi-objective memetic algorithm for solving pickup and delivery problem with dynamic customer requests and traffic information. CEC 2016: 1964-1970 - [c27]Xiaoliang Ma, Junshan Yang, Nuosi Wu, Zhen Ji, Zexuan Zhu:
A comparative study on decomposition-based multi-objective evolutionary algorithms for many-objective optimization. CEC 2016: 2477-2483 - [c26]Jiarui Zhou, Zhen Ji, Zexuan Zhu, Shan He:
Metabolomics biomarker discovery using multimodal memetic algorithm and multivariate mutual information based feature selection. CEC 2016: 3193-3199 - [c25]Nuosi Wu, Jiarui Zhou, Zexuan Zhu, Zhen Ji:
A more efficient method for domain repeat detection in WD-40 proteins. CEC 2016: 4728-4733 - [c24]Lei Zhou, Liang Feng, Jinghui Zhong, Yew-Soon Ong, Zexuan Zhu, Edwin Hsing-Mean Sha:
Evolutionary multitasking in combinatorial search spaces: A case study in capacitated vehicle routing problem. SSCI 2016: 1-8 - 2015
- [j19]Zexuan Zhu, Yongpeng Zhang, Zhen Ji, Shan He, Xiao Yang:
High-throughput DNA sequence data compression. Briefings Bioinform. 16(1): 1-15 (2015) - [j18]Zexuan Zhu, Linsen Li, Yongpeng Zhang, Yanli Yang, Xiao Yang:
CompMap: a reference-based compression program to speed up read mapping to related reference sequences. Bioinform. 31(3): 426-428 (2015) - [j17]Yongpeng Zhang, Linsen Li, Yanli Yang, Xiao Yang, Shan He, Zexuan Zhu:
Light-weight reference-based compression of FASTQ data. BMC Bioinform. 16: 188:1-188:8 (2015) - [j16]Zexuan Zhu, Jun Xiao, Jian-Qiang Li, Fangxiao Wang, Qingfu Zhang:
Global path planning of wheeled robots using multi-objective memetic algorithms. Integr. Comput. Aided Eng. 22(4): 387-404 (2015) - [j15]Jiarui Zhou, Junshan Yang, Ling Lin, Zexuan Zhu, Zhen Ji:
A Local Best Particle Swarm Optimization Based on Crown Jewel Defense Strategy. Int. J. Swarm Intell. Res. 6(1): 41-63 (2015) - [j14]Zexuan Zhu, Fangxiao Wang, Shan He, Yiwen Sun:
Global path planning of mobile robots using a memetic algorithm. Int. J. Syst. Sci. 46(11): 1982-1993 (2015) - [j13]Shan He, Huanhuan Chen, Zexuan Zhu, Douglas G. Ward, Helen J. Cooper, Mark R. Viant, John K. Heath, Xin Yao:
Robust twin boosting for feature selection from high-dimensional omics data with label noise. Inf. Sci. 291: 1-18 (2015) - [j12]Zexuan Zhu, Sen Jia, Shan He, Yiwen Sun, Zhen Ji, LinLin Shen:
Three-dimensional Gabor feature extraction for hyperspectral imagery classification using a memetic framework. Inf. Sci. 298: 274-287 (2015) - [c23]Guanbo Jia, Shan He, Zexuan Zhu, Jing Liu, Ke Tang:
A Multimodal Optimization and Surprise Based Consensus Community Detection Algorithm. GECCO (Companion) 2015: 1407-1408 - 2014
- [j11]Jiarui Zhou, Ralf J. M. Weber, James William Allwood, Robert Mistrik, Zexuan Zhu, Zhen Ji, Siping Chen, Warwick B. Dunn, Shan He, Mark R. Viant:
HAMMER: automated operation of mass frontier to construct in silico mass spectral fragmentation libraries. Bioinform. 30(4): 581-583 (2014) - [j10]Jiarui Zhou, Zhen Ji, Zexuan Zhu, Shan He:
Compression of next-generation sequencing quality scores using memetic algorithm. BMC Bioinform. 15(S-15): S10 (2014) - [j9]Sen Jia, Zexuan Zhu, Linlin Shen, Qingquan Li:
A Two-Stage Feature Selection Framework for Hyperspectral Image Classification Using Few Labeled Samples. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(4): 1023-1035 (2014) - [c22]Nuosi Wu, Zexuan Zhu, Zhen Ji:
A growing partitional clustering based on particle swarm optimization. IEEE Congress on Evolutionary Computation 2014: 229-234 - [c21]Yue Chen, Zexuan Zhu, Zhen Ji:
Feature extraction based on trimmed complex network representation for metabolomic data classification. IEEE Congress on Evolutionary Computation 2014: 366-370 - [c20]Fangxiao Wang, Yuan Gao, Zexuan Zhu:
Locality-sensitive hashing based multiobjective memetic algorithm for dynamic pickup and delivery problems. IEEE Congress on Evolutionary Computation 2014: 661-666 - [c19]Qiao-Ying Huang, Zhu-Hong You, Shuai Li, Zexuan Zhu:
Using Chou's amphiphilic Pseudo-Amino Acid Composition and Extreme Learning Machine for prediction of Protein-protein interactions. IJCNN 2014: 2952-2956 - 2013
- [j8]LinLin Shen, Zexuan Zhu, Sen Jia, Jiasong Zhu, Yiwen Sun:
Discriminative Gabor Feature Selection for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 10(1): 29-33 (2013) - [j7]Zhen Ji, Jiarui Zhou, Zexuan Zhu, Siping Chen:
Self-configuration single particle optimizer for DNA sequence compression. Soft Comput. 17(4): 675-682 (2013) - [c18]Junshan Yang, Zexuan Zhu, Shan He, Zhen Ji:
Minimal-redundancy-maximal-relevance feature selection using different relevance measures for omics data classification. CIBCB 2013: 246-251 - [c17]Zhuhong You, Zhong Ming, Ben Niu, Suping Deng, Zexuan Zhu:
A SVM-Based System for Predicting Protein-Protein Interactions Using a Novel Representation of Protein Sequences. ICIC (1) 2013: 629-637 - [c16]Fangxiao Wang, Zexuan Zhu:
Global Path Planning of Wheeled Robots Using a Multi-Objective Memetic Algorithm. IDEAL 2013: 437-444 - [c15]Yiwen Sun, Zexuan Zhu, Shan He, Zhen Ji:
A coevolving memetic algorithm for simultaneous partitional clustering and feature weighting. Memetic Computing 2013: 9-15 - 2012
- [c14]Lan Tao, Ning Fan, Zexuan Zhu:
A hybrid evolutionary algorithm for promoter recognition. BMEI 2012: 932-935 - [c13]Zhen Ji, Tao Tian, Shan He, Zexuan Zhu:
A memory binary particle swarm optimization. IEEE Congress on Evolutionary Computation 2012: 1-5 - [c12]Ling Lin, Zhen Ji, Shan He, Zexuan Zhu:
A crown jewel defense strategy based particle swarm optimization. IEEE Congress on Evolutionary Computation 2012: 1-6 - [c11]Wenmin Liu, Zhen Ji, Shan He, Zexuan Zhu:
Survival analysis of gene expression data using PSO based radial basis function networks. IEEE Congress on Evolutionary Computation 2012: 1-5 - [c10]Zexuan Zhu, Wenmin Liu, Shan He, Zhen Ji:
Memetic clustering based on particle swarm optimizer and K-means. IEEE Congress on Evolutionary Computation 2012: 1-6 - [c9]Zhuhong You, Ying-Ke Lei, Zhen Ji, Zexuan Zhu:
A Novel Approach to Modelling Protein-Protein Interaction Networks. ICSI (2) 2012: 49-57 - [c8]Jiarui Zhou, Zhen Ji, Zexuan Zhu, Siping Chen:
A Coevolutionary Memetic Particle Swarm Optimizer. ICSI (1) 2012: 91-100 - [c7]Zexuan Zhu, LinLin Shen, Yiwen Sun, Shan He, Zhen Ji:
Memetic Three-Dimensional Gabor Feature Extraction for Hyperspectral Imagery Classification. ICSI (1) 2012: 479-488 - 2011
- [j6]Zexuan Zhu, Jiarui Zhou, Zhen Ji, Yuhui Shi:
DNA Sequence Compression Using Adaptive Particle Swarm Optimization-Based Memetic Algorithm. IEEE Trans. Evol. Comput. 15(5): 643-658 (2011) - [c6]Jiarui Zhou, Zhen Ji, LinLin Shen, Zexuan Zhu, Siping Chen:
PSO based memetic algorithm for face recognition Gabor filters selection. Memetic Computing 2011: 9-14 - [c5]Zexuan Zhu, Zhen Ji, Xiaofeng Fan, Jer-Lai Kuo:
Memetic figure selection for cluster expansion in binary alloy systems. Memetic Computing 2011: 15-20 - [c4]Zhen Ji, Wenmin Liu, Zexuan Zhu:
Gene Clustering Using Particle Swarm Optimizer Based Memetic Algorithm. ICSI (1) 2011: 587-594 - 2010
- [j5]Zexuan Zhu, Sen Jia, Zhen Ji:
Towards a Memetic Feature Selection Paradigm [Application Notes]. IEEE Comput. Intell. Mag. 5(2): 41-53 (2010) - [j4]Zexuan Zhu, Yew-Soon Ong, Jacek M. Zurada:
Identification of Full and Partial Class Relevant Genes. IEEE ACM Trans. Comput. Biol. Bioinform. 7(2): 263-277 (2010) - [c3]Zexuan Zhu, Sen Jia, Zhen Ji:
Affinity propagation based memetic band selection on hyperspectral imagery datasets. IEEE Congress on Evolutionary Computation 2010: 1-7
2000 – 2009
- 2008
- [j3]Hai-Jun Rong, Yew-Soon Ong, Ah-Hwee Tan, Zexuan Zhu:
A fast pruned-extreme learning machine for classification problem. Neurocomputing 72(1-3): 359-366 (2008) - 2007
- [b1]Zexuan Zhu:
Memetic algorithms for feature/gene selection. Nanyang Technological University, Singapore, 2007 - [j2]Zexuan Zhu, Yew-Soon Ong, Manoranjan Dash:
Markov blanket-embedded genetic algorithm for gene selection. Pattern Recognit. 40(11): 3236-3248 (2007) - [j1]Zexuan Zhu, Yew-Soon Ong, Manoranjan Dash:
Wrapper-Filter Feature Selection Algorithm Using a Memetic Framework. IEEE Trans. Syst. Man Cybern. Part B 37(1): 70-76 (2007) - [c2]Zexuan Zhu, Yew-Soon Ong:
Memetic Algorithms for Feature Selection on Microarray Data. ISNN (1) 2007: 1327-1335 - 2004
- [c1]See-Kiong Ng, Zexuan Zhu, Yew-Soon Ong:
Whole-Genome Functional Classification of Genes by Latent Semantic Analysis on Microarray Data. APBC 2004: 123-129
Coauthor Index
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