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Viewing Publication 1 - 100 from 222

2025

2024

A spherical evolution algorithm with two-stage search for global optimization and real-world problemsYirui Wang 0001, Zonghui Cai, Lijun Guo, Guoqing Li, Yang Yu 0013, Shangce Gao. isci, 665:120424, 2024. [doi]

Fully Complex-Valued Gated Recurrent Neural Network for Ultrasound ImagingZhenyu Lei 0002, Shangce Gao, Hideyuki Hasegawa, Zhiming Zhang, MengChu Zhou, Khaled Sedraoui. tnn, 35(10):14918-14931, October 2024. [doi]

Advancements in Q-learning meta-heuristic optimization algorithms: A surveyYang Yang 0052, Yuchao Gao, Zhe Ding, Jinran Wu, Shaotong Zhang, Feifei Han, Xuelan Qiu, Shangce Gao, You-Gan Wang. widm, 14(6), 2024. [doi]

A survey on wind power forecasting with machine learning approachesYang Yang 0052, Hao Lou, Jinran Wu, Shaotong Zhang, Shangce Gao. nca, 36(21):12753-12773, July 2024. [doi]

Multiselection-Based Differential EvolutionZonghui Cai, Shangce Gao, Xiao Yang, MengChu Zhou. tsmc, 54(12):7318-7330, December 2024. [doi]

Self-Adaptive Forensic-Based Investigation Algorithm with Dynamic Population for Solving Constraint Optimization ProblemsPengxing Cai, Yu Zhang, Ting Jin, Yuki Todo, Shangce Gao. ijcisys, 17(1):15, December 2024. [doi]

A multi-in and multi-out dendritic neuron model and its optimizationYu Ding, Jun Yu, Chunzhi Gu, Shangce Gao, Chao Zhang 0030. kbs, 286:111442, 2024. [doi]

DMobileNet: A Novel MobileNet with Dendritic Learning for Brain Tumor DetectionYu Gao, ZhiPeng Liu, Zeyuan Ju, Ningning Wang, Lin Zhong, Shangce Gao. icnsc 2024: 1-4 [doi]

Feature selection with clustering probabilistic particle swarm optimizationJinrui Gao, Ziqian Wang, Zhenyu Lei 0002, Ronglong Wang, Zhengwei Wu, Shangce Gao. mlc, 15(9):3599-3617, September 2024. [doi]

Information gain ratio-based subfeature grouping empowers particle swarm optimization for feature selectionJinrui Gao, Ziqian Wang, Ting Jin, Jiujun Cheng, Zhenyu Lei 0002, Shangce Gao. kbs, 286:111380, 2024. [doi]

EfficientNet Empowered by Dendritic Learning for Diabetic RetinopathyZeyuan Ju, ZhiPeng Liu, Yu Gao, Haotian Li, Qianhang Du, Kota Yoshikawa, Shangce Gao. ieicetd, 107(9):1281-1284, 2024. [doi]

A Nonlinear PID-Incorporated Adaptive Stochastic Gradient Descent Algorithm for Latent Factor AnalysisJinli Li, Xin Luo 0001, Ye Yuan 0014, Shangce Gao. tase, 21(3):3742-3756, July 2024. [doi]

Differential evolution with ring sub-population architecture for optimizationZhen Li, Kaiyu Wang, Chenxi Xue, Haotian Li, Yuki Todo, Zhenyu Lei 0002, Shangce Gao. kbs, 305:112590, 2024. [doi]

Alternating Excitation-Inhibition Dendritic Computing for ClassificationJiayi Li, Zhenyu Lei 0002, Zhiming Zhang, Haotian Li, Yuki Todo, Shangce Gao. tai, 5(11):5431-5441, November 2024. [doi]

A dynamic-speciation-based differential evolution with ring topology for constrained multimodal multi-objective optimizationGuoqing Li, Weiwei Zhang, Caitong Yue, Yirui Wang 0001, Jun Tang, Shangce Gao. isci, 677:120879, 2024. [doi]

Dendritic Deep Learning for Medical SegmentationZhiPeng Liu, Zhiming Zhang, Zhenyu Lei 0002, Masaaki Omura, Ronglong Wang, Shangce Gao. ieeejas, 11(3):803-805, March 2024. [doi]

An Edge Computing-Based Autonomous Vehicle Group Cooperation Model in a Highway SceneQichao Mao, Jiujun Cheng, MengChu Zhou, Shangce Gao, Shoufei Han. tvt, 73(7):9682-9695, July 2024. [doi]

Dendritic SE-ResNet Learning for Bioinformatic ClassificationYi Ou, Yaotong Song, ZhiPeng Liu, Zhiming Zhang, Jun Tang, Shangce Gao. isbra 2024: 139-150 [doi]

Short-term load forecasting based on CEEMDAN and dendritic deep learningKeyu Song, Yang Yu 0013, Tengfei Zhang, Xiaosi Li, Zhenyu Lei 0002, Houtian He, Yizheng Wang, Shangce Gao. kbs, 294:111729, 2024. [doi]

Dendritic Learning-Based Feature Fusion for Deep NetworksYaotong Song, ZhiPeng Liu, Zhiming Zhang, Jun Tang, Zhenyu Lei 0002, Shangce Gao. ieicetd, 107(12):1554-1557, 2024. [doi]

Best-worst individuals driven multiple-layered differential evolutionQingya Sui, Yang Yu 0013, Kaiyu Wang, Lin Zhong, Zhenyu Lei 0002, Shangce Gao. isci, 655:119889, January 2024. [doi]

Addressing the Stability-Plasticity Dilemma in Continual Learning through Dynamic Training StrategiesQingya Sui, Qiong Fu, Yuki Todo, Jun Tang, Shangce Gao. icnsc 2024: 1-6 [doi]

Fractional-Order Water Flow OptimizerZhentao Tang, Kaiyu Wang, Yan Zang, Qianyu Zhu, Yuki Todo, Shangce Gao. ijcisys, 17(1):84, December 2024. [doi]

A decode-based chaotic adaptive differential evolution for fuzzy job-shop scheduling problemJun Tang, Wenzhu Gu, Zhenyu Lei 0002, Shangce Gao. ijbic, 24(4):212-222, 2024. [doi]

Spherical search algorithm with memory-guided population stage-wise control for bound-constrained global optimization problemsSichen Tao, Kaiyu Wang, Ting Jin, Zhengwei Wu, Zhenyu Lei 0002, Shangce Gao. asc, 161:111677, 2024. [doi]

Fractional Order Differential Evolution to Solve Parameter Estimation Problem of Solar Photovoltaic ModelsKaiyu Wang, MengChu Zhou, Jiaru Yang, Sicheng Liu, Shangce Gao. swarm 2024: 211-222 [doi]

An Information-Based Elite-Guided Evolutionary Algorithm for Multi-Objective Feature SelectionZiqian Wang, Shangce Gao, Zhenyu Lei 0002, Masaaki Omura. ieeejas, 11(1):264-266, January 2024. [doi]

Improved dendritic learning: Activation function analysisYizheng Wang, Yang Yu 0013, Tengfei Zhang, Keyu Song, Yirui Wang 0001, Shangce Gao. isci, 679:121034, 2024. [doi]

Tri-Hash Progressive Sampling Neural Attenuation Field for Sparse-View CBCT ReconstructionSisi Wang, Lijun Guo, Rong Zhang 0007, Wenming He, Qiang Li, Shangce Gao. bibm 2024: 2577-2582 [doi]

QSMT-net: A query-sensitive proposal and multi-temporal-span matching network for video groundingQingqing Wu, Lijun Guo, Rong Zhang 0007, Jiangbo Qian, Shangce Gao. ivc, 149:105188, 2024. [doi]

Dynamic Population Structures-Based Differential Evolution AlgorithmJiaru Yang, Kaiyu Wang, Yirui Wang 0001, Jiahai Wang, Zhenyu Lei 0002, Shangce Gao. tetci, 8(3):2493-2505, June 2024. [doi]

Serial multilevel-learned differential evolution with adaptive guidance of exploration and exploitationJiatianyi Yu, Kaiyu Wang, Zhenyu Lei 0002, Jiujun Cheng, Shangce Gao. eswa, 255:124646, 2024. [doi]

Dendritic Learning-Incorporated Vision Transformer for Image RecognitionZhiming Zhang, Zhenyu Lei 0002, Masaaki Omura, Hideyuki Hasegawa, Shangce Gao. ieeejas, 11(2):539-541, February 2024. [doi]

Mapping Network-Coordinated Stacked Gated Recurrent Units for Turbulence PredictionZhiming Zhang, Shangce Gao, MengChu Zhou, Mengtao Yan, Shuyang Cao. ieeejas, 11(6):1331-1341, June 2024. [doi]

Triple-layered chaotic differential evolution algorithm for layout optimization of offshore wave energy convertersZihang Zhang, Qianrui Yu, Haichuan Yang, Jiayi Li, Jiujun Cheng, Shangce Gao. eswa, 239:122439, 2024. [doi]

Information gain-based multi-objective evolutionary algorithm for feature selectionBaohang Zhang, Ziqian Wang, Haotian Li, Zhenyu Lei 0002, Jiujun Cheng, Shangce Gao. isci, 677:120901, 2024. [doi]

A Lightweight Multidendritic Pyramidal Neuron Model With Neural Plasticity on Image RecognitionYu Zhang, Pengxing Cai, Yanan Sun 0001, Zhiming Zhang, Zhenyu Lei 0002, Shangce Gao. tai, 5(9):4415-4427, September 2024. [doi]

Alternating-Direction-Method of Multipliers-Based Adaptive Nonnegative Latent Factor AnalysisYurong Zhong, Kechen Liu, Shangce Gao, Xin Luo 0001. tetci, 8(5):3544-3558, October 2024. [doi]

Mitigating Catastrophic Forgetting Through Knowledge Transfer and Weighted Loss Integration in Continual LearningLin Zhong, Qingya Sui, Yuki Todo, Jun Tang, Shangce Gao. icnsc 2024: 1-5 [doi]

2023

A chaotic local search-based LSHADE with enhanced memory storage mechanism for wind farm layout optimizationYang Yu 0013, Tengfei Zhang, Zhenyu Lei, Yirui Wang 0001, Haichuan Yang, Shangce Gao. asc, 141:110306, July 2023. [doi]

Toward explicit control between exploration and exploitation in evolutionary algorithms: A case study of differential evolutionZonghui Cai, Xiao Yang, MengChu Zhou, Zhi-hui Zhan, Shangce Gao. isci, 649:119656, November 2023. [doi]

Improved Gravitational Search Algorithm with Elite Local Exploitation and Enlarged Gravity ConstantQiong Fu, Qianrui Yu, Haotian Li, Yifei Yang, Meng Jia, Shangce Gao. iscid 2023: 1-4 [doi]

Fully Complex-Valued Dendritic Neuron ModelShangce Gao, MengChu Zhou, Ziqian Wang, Daiki Sugiyama, Jiujun Cheng, Jiahai Wang, Yuki Todo. tnn, 34(4):2105-2118, April 2023. [doi]

An adaptive position-guided gravitational search algorithm for function optimization and image threshold segmentationAnjing Guo, Yirui Wang 0001, Lijun Guo, Rong Zhang, Yang Yu, Shangce Gao. eaai, 121:106040, May 2023. [doi]

Multiple Elite Individual Guided Piecewise Search-Based Differential EvolutionShubham Gupta, Shitu Singh, Rong Su 0001, Shangce Gao, Jagdish Chand Bansal. ieeejas, 10(1):135-158, 2023. [doi]

Multi-skeleton structures graph convolutional network for action quality assessment in long videosQing Lei, Huiying Li, Hongbo Zhang 0002, Jixiang Du, Shangce Gao. apin, 53(19):21692-21705, October 2023. [doi]

A Chaotic Local Search-Based Particle Swarm Optimizer for Large-Scale Complex Wind Farm Layout OptimizationZhenyu Lei, Shangce Gao, Zhiming Zhang, Haichuan Yang, Haotian Li. ieeejas, 10(5):1168-1180, May 2023. [doi]

TransGait: Multimodal-based gait recognition with set transformerGuodong Li, Lijun Guo, Rong Zhang, Jiangbo Qian, Shangce Gao. apin, 53(2):1535-1547, 2023. [doi]

Swarm Exploration Mechanism-Based Distributed Water Wave OptimizationHaotian Li, Haichuan Yang, Baohang Zhang, Han Zhang, Shangce Gao. ijcisys, 16(1):76, December 2023. [doi]

Automatic design of machine learning via evolutionary computation: A surveyNan Li, Lianbo Ma, TieJun Xing, Guo Yu, Chen Wang, Yingyou Wen, Shi Cheng, Shangce Gao. asc, 143:110412, August 2023. [doi]

Hierarchical Manta Ray Foraging Optimization with Weighted Fitness-Distance Balance SelectionZhentao Tang, Kaiyu Wang, Sichen Tao, Yuki Todo, Ronglong Wang, Shangce Gao. ijcisys, 16(1):114, December 2023. [doi]

Deep-Layered Differential EvolutionKaiyu Wang, Zhenyu Lei, Ziqian Wang, Zhiming Zhang, Shangce Gao. swarm 2023: 503-515 [doi]

Spherical search algorithm with adaptive population control for global continuous optimization problemsKaiyu Wang, Yirui Wang 0001, Sichen Tao, Zonghui Cai, Zhenyu Lei, Shangce Gao. asc, 132:109845, 2023. [doi]

Information-Theory-based Nondominated Sorting Ant Colony Optimization for Multiobjective Feature Selection in ClassificationZiqian Wang, Shangce Gao, MengChu Zhou, Syuhei Sato, Jiujun Cheng, Jiahai Wang. tcyb, 53(8):5276-5289, 2023. [doi]

Can relearning local representation help small networks for human pose estimation?Dingning Xu, Lijun Guo, Rong Zhang, Jiangbo Qian, Shangce Gao. ijon, 518:418-430, 2023. [doi]

An improved spherical evolution with enhanced exploration capabilities to address wind farm layout optimization problemHaichuan Yang, Shangce Gao, Zhenyu Lei 0002, Jiayi Li, Yang Yu 0013, Yirui Wang 0001. eaai, 123(Part A):106198, 2023. [doi]

An Autonomous Vehicle Group Cooperation Model in an Urban SceneGuiyuan Yuan, Jiujun Cheng, MengChu Zhou, Sheng Cheng, Shangce Gao, Changjun Jiang, Abdullah Abusorrah. tits, 24(12):13852-13862, December 2023. [doi]

Prediction of PM2.5 time series by seasonal trend decomposition-based dendritic neuron modelZijing Yuan, Shangce Gao, Yirui Wang 0001, Jiayi Li, Chunzhi Hou, Lijun Guo. nca, 35(21):15397-15413, July 2023. [doi]

A Dynamic Evolution Method for Autonomous Vehicle Groups in an Urban SceneGuiyuan Yuan, Jiujun Cheng, MengChu Zhou, Sheng Cheng, Shangce Gao, Changjun Jiang, Abdullah Abusorrah. tsmc, 53(6):3450-3460, June 2023. [doi]

An Autonomous Vehicle Group Model in an Urban SceneGuiyuan Yuan, Jiujun Cheng, Qichao Mao, Shangce Gao, Aiguo Zhou, Qingtian Zeng. iotj, 10(15):13521-13532, August 2023. [doi]

A Clustering Strategy-Based Evolutionary Algorithm for Feature Selection in ClassificationBaohang Zhang, Ziqian Wang, Zhenyu Lei, Jiatianyi Yu, Ting Jin, Shangce Gao. ieaaie 2023: 49-59 [doi]

Pareto Dominance Archive and Coordinated Selection Strategy-Based Many-Objective Optimizer for Protein Structure PredictionZhiming Zhang, Shangce Gao, Zhenyu Lei, RunQun Xiong, Jiujun Cheng. tcbb, 20(3):2328-2340, 2023. [doi]

A Non-Revisiting Equilibrium Optimizer AlgorithmBaohang Zhang, Haichuan Yang, Tao Zheng, Ronglong Wang, Shangce Gao. ieicetd, 106(3):365-373, March 2023. [doi]

Information entropy-based differential evolution with extremely randomized trees and LightGBM for protein structural class predictionYu Zhang, Shangce Gao, Pengxing Cai, Zhenyu Lei, Yirui Wang 0001. asc, 136:110064, March 2023. [doi]

Improved Differential Evolutionary Algorithm Based on Adaptive Scaling FactorChen Zhang, Haotian Li, Yifei Yang, Baohang Zhang, Huisheng Zhu, Shangce Gao. ieaaie 2023: 171-176 [doi]

Umbrellalike Hierarchical Artificial Bee Colony AlgorithmTao Zheng, Han Zhang, Baohang Zhang, Zonghui Cai, Kaiyu Wang, Yuki Todo, Shangce Gao. ieicetd, 106(3):410-418, March 2023. [doi]

Chaotic Mapping Genetic Algorithm with Multiple StrategiesQianyu Zhu, Yifei Yang, Haotian Li, Haichuan Yang, Baohang Zhang, Shangce Gao. icaci 2023: 1-4 [doi]

2022

Scale-free network-based differential evolution to solve function optimization and parameter estimation of photovoltaic modelsYang Yu 0013, Shangce Gao, MengChu Zhou, Yirui Wang 0001, Zhenyu Lei, Tengfei Zhang, Jiahai Wang. swevo, 74:101142, 2022. [doi]

Improving Dendritic Neuron Model With Dynamic Scale-Free Network-Based Differential EvolutionYang Yu 0013, Zhenyu Lei, Yirui Wang 0001, Tengfei Zhang, Chen Peng 0001, Shangce Gao. ieeejas, 9(1):99-110, 2022. [doi]

An opposition learning and spiral modelling based arithmetic optimization algorithm for global continuous optimization problemsYang Yang 0052, Yuchao Gao, Shuang Tan, Shangrui Zhao, Jinran Wu, Shangce Gao, Tengfei Zhang, Yu-Chu Tian, You-Gan Wang. eaai, 113:104981, 2022. [doi]

Alternate search pattern-based brain storm optimizationZonghui Cai, Shangce Gao, Xiao Yang, Gang Yang, Shi Cheng, Yuhui Shi. kbs, 238:107896, 2022. [doi]

A Dynamic Evolution Method for Autonomous Vehicle Groups in a Highway SceneJiujun Cheng, Mingdong Ju, MengChu Zhou, Cong Liu 0012, Shangce Gao, Abdullah Abusorrah, Changjun Jiang. iotj, 9(2):1445-1457, 2022. [doi]

A Fluid Mechanics-Based Model to Estimate VINET Capacity in an Urban SceneJiujun Cheng, Guiyuan Yuan, MengChu Zhou, Shangce Gao, Cong Liu 0012, Changjun Jiang. tits, 23(7):8606-8614, 2022. [doi]

Rendering of Scratched Transparent Materials using Precomputed SV-BSDFsShintaro Fuji, Syuhei Sato, Kei Iwasaki, Yoshinori Dobashi, Shangce Gao, Zheng Tang. siggraph 2022: [doi]

Self-trained prediction model and novel anomaly score mechanism for video anomaly detectionAiBin Guo, Lijun Guo, Rong Zhang, Yirui Wang 0001, Shangce Gao. ivc, 119:104391, 2022. [doi]

A Coyote Optimization Algorithm-trained Dendritic Neuron Model for Prediction TasksHoutian He, Chenxi Xue, Qianqian Li, Shangce Gao. scisisis 2022: 1-6 [doi]

Human Face Modeling based on Deep Learning through Line-drawingYuta Kawanaka, Syuhei Sato, Kaisei Sakurai, Shangce Gao, Zheng Tang. pg 2022: 13-14 [doi]

Complex-Valued Neural Networks: A Comprehensive SurveyChiyan Lee, Hideyuki Hasegawa, Shangce Gao. ieeejas, 9(8):1406-1426, 2022. [doi]

MO4: A Many-Objective Evolutionary Algorithm for Protein Structure PredictionZhenyu Lei, Shangce Gao, Zhiming Zhang, MengChu Zhou, Jiujun Cheng. tec, 26(3):417-430, 2022. [doi]

A Covariance Matrix Adaptation Evolution Strategy-based Manta Ray Foraging optimizationQianqian Li, Tongyan Liu, Houtian He, Kaiyu Wang, Shangce Gao. scisisis 2022: 1-6 [doi]

Skeleton-based deep pose feature learning for action quality assessment on figure skating videosHuiying Li, Qing Lei, Hongbo Zhang, Jixiang Du, Shangce Gao. jvcir, 89:103625, 2022. [doi]

PAIDDE: A Permutation-Archive Information Directed Differential Evolution AlgorithmXiaosi Li, Kaiyu Wang, Haichuan Yang, Sichen Tao, Shuai Feng, Shangce Gao. access, 10:50384-50402, 2022. [doi]

A Simple but Efficient Ranking-Based Differential EvolutionJiayi Li, Lin Yang, Junyan Yi, Haichuan Yang, Yuki Todo, Shangce Gao. ieicetd, 105(1):189-192, 2022. [doi]

Gravitational Search Algorithm With Hierarchical Structure Guided By Elite IndividualHaotian Li, Yifei Yang, Haichuan Yang, Zheng Tang, Shangce Gao. iscid 2022: 180-184 [doi]

An Immigration Strategy-based Spherical Search AlgorithmQingya Sui, Sichen Tao, Lin Zhong, Haichuan Yang, Zhenyu Lei 0002, Shangce Gao. icnsc 2022: 1-5 [doi]

Chaotic Wind Driven Optimization with Fitness Distance Balance StrategyZhentao Tang, Sichen Tao, Kaiyu Wang, Bo Lu, Yuki Todo, Shangce Gao. ijcisys, 15(1):46, 2022. [doi]

Cooperative Multiobjective Evolutionary Algorithm With Propulsive Population for Constrained Multiobjective OptimizationJiahai Wang, Yanyue Li, Qingfu Zhang, Zizhen Zhang, Shangce Gao. tsmc, 52(6):3476-3491, 2022. [doi]

Symmetric uncertainty-incorporated probabilistic sequence-based ant colony optimization for feature selection in classificationZiqian Wang, Shangce Gao, Yong Zhang, Lijun Guo. kbs, 256:109874, 2022. [doi]

LDNet: Lightweight dynamic convolution network for human pose estimationDingning Xu, Rong Zhang, Lijun Guo, Cun Feng, Shangce Gao. aei, 54:101785, 2022. [doi]

A Dual Learning Strategy-based Particle Swarm Optimization with Adaptive Velocity ControlXiao Yang, Zonghui Cai, Shangce Gao. icnsc 2022: 1-6 [doi]

Adaptive chaotic equilibrium optimiserLin Yang, Jiayi Li, RunQun Xiong, Yuki Todo, Shangce Gao. ijbic, 19(3):147-157, 2022. [doi]

Spatial information sampling: another feedback mechanism of realising adaptive parameter control in meta-heuristic algorithmsHaichuan Yang, Sichen Tao, Zhiming Zhang, Zonghui Cai, Shangce Gao. ijbic, 19(1):48-58, 2022. [doi]

A three-phase search approach with dynamic population size for solving the maximally diverse grouping problemXiao Yang, Zonghui Cai, Ting Jin, Zheng Tang, Shangce Gao. eor, 302(3):925-953, 2022. [doi]

An intelligent metaphor-free spatial information sampling algorithm for balancing exploitation and explorationHaichuan Yang, Yang Yu 0013, Jiujun Cheng, Zhenyu Lei, Zonghui Cai, Zihang Zhang, Shangce Gao. kbs, 250:109081, 2022. [doi]

New feature analysis-based elastic net algorithm with clustering objective functionJunyan Yi, Zhongyue Fang, Gang Yang 0001, Shuhui He, Shangce Gao. kbs, 258:110004, 2022. [doi]

An Optimal Differential Vector Incorporated Whale OptimizerJiatianyi Yu, Haichuan Yang, Baohang Zhang, Shibo Dong, Shangce Gao. iscid 2022: 6-10 [doi]

Archive-based Differential Learning Incorporated Sparrow Search AlgorithmQianrui Yu, Ziqian Wang, Haotian Li, Yifei Yang, Zhenyu Lei, Shangce Gao. iscid 2022: 212-216 [doi]

A Population Resource Allocation-based Adaptive Spherical Search AlgorithmLin Zhong, Sichen Tao, Qingya Sui, Haichuan Yang, Zhenyu Lei 0002, Shangce Gao. icnsc 2022: 1-4 [doi]

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