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Dynamic adaptive multi-objective optimization algorithm based on type detection 期刊论文
INFORMATION SCIENCES, 2024, 卷号: 654, 页码: 16
作者:  Cai, Xingjuan;  Wu, Linjie;  Zhao, Tianhao;  Wu, Di;  Zhang, Wensheng;  Chen, Jinjun
收藏  |  浏览/下载：42/0  |  提交时间：2024/02/22
Adaptive response strategy  Type detection  Dynamic multi-objective optimization  Transfer learning  
OPM2L: An optimal instance partition-based multi-metric learning method for heterogeneous dataset classification 期刊论文
INFORMATION SCIENCES, 2023, 卷号: 648, 页码: 18
作者:  Deng, Huiyuan;  Meng, Xiangzhu;  Wang, Huibing;  Feng, Lin
收藏  |  浏览/下载：96/0  |  提交时间：2023/11/16
Multi-metric learning  Alternating direction method  Nearest-neighbor classification  Riemannian manifold  
An efficient particle swarm optimization with evolutionary multitasking for stochastic area coverage of heterogeneous sensors 期刊论文
INFORMATION SCIENCES, 2023, 卷号: 645, 页码: 22
作者:  Ding, Shuxin;  Zhang, Tao;  Chen, Chen;  Lv, Yisheng;  Xin, Bin;  Yuan, Zhiming;  Wang, Rongsheng;  Pardalos, Panos M.
收藏  |  浏览/下载：94/0  |  提交时间：2023/11/17
Wireless sensor networks  Stochastic area coverage  Conditional value-at-risk  Co-evolutionary particle swarm optimization  Adaptive perturbation  Evolutionary multitasking  
EventMix: An efficient data augmentation strategy for event-based learning 期刊论文
INFORMATION SCIENCES, 2023, 卷号: 644, 页码: 11
作者:  Shen, Guobin;  Zhao, Dongcheng;  Zeng, Yi
收藏  |  浏览/下载：64/0  |  提交时间：2023/11/17
Event based data augmentation  Neuromorphic data  Spiking neural networks  Reasonable label assignment  Gaussian mixture model  
Identification of image global processing operator chain based on feature decoupling 期刊论文
INFORMATION SCIENCES, 2023, 卷号: 637, 页码: 18
作者:  Chen, Jiaxin;  Liao, Xin;  Wang, Wei;  Qin, Zheng
收藏  |  浏览/下载：73/0  |  提交时间：2023/11/17
Image forensics  Global processing operator chain  Operator chain identification  Feature decoupling  
Learning specific and conserved features of multi-layer networks 期刊论文
INFORMATION SCIENCES, 2023, 卷号: 622, 页码: 930-945
作者:  Wu, Wenming;  Yang, Tao;  Ma, Xiaoke;  Zhang, Wensheng;  Li, He;  Huang, Jianbin;  Li, Yanni;  Cui, Jiangtao
收藏  |  浏览/下载：186/0  |  提交时间：2023/02/22
Multi-layer networks  Matrix factorization  Graph clustering  Joint learning  
Spiking CapsNet: A spiking neural network with a biologically plausible routing rule between capsules 期刊论文
INFORMATION SCIENCES, 2022, 卷号: 610, 页码: 1-13
作者:  Zhao, Dongcheng;  Li, Yang;  Zeng, Yi;  Wang, Jihang;  Zhang, Qian
收藏  |  浏览/下载：162/0  |  提交时间：2022/11/14
Spiking Neural Network  Capsual Neural Netowrk  Biologically Plausible Routing  Noise Robustness  Affine Transformation Robustness  
Offline reinforcement learning with representations for actions 期刊论文
INFORMATION SCIENCES, 2022, 卷号: 610, 页码: 746-758
作者:  Lou, Xingzhou;  Yin, Qiyue;  Zhang, Junge;  Yu, Chao;  He, Zhaofeng;  Cheng, Nengjie;  Huang, Kaiqi
收藏  |  浏览/下载：157/0  |  提交时间：2022/11/14
Offline reinforcement learning  Action embedding  
IM2Vec: Representation learning-based preference maximization in geo-social networks 期刊论文
INFORMATION SCIENCES, 2022, 卷号: 604, 页码: 170-196
作者:  Jin, Ziwei;  Shang, Jiaxing;  Ni, Wancheng;  Zhao, Liang;  Liu, Dajiang;  Qiang, Baohua;  Xie, Wu;  Min, Geyong
收藏  |  浏览/下载：174/0  |  提交时间：2022/07/25
Influence maximization  Representation learning  Location-based social networks  Diffusion model  Reverse influence sampling  
Explanation guided cross-modal social image clustering 期刊论文
INFORMATION SCIENCES, 2022, 卷号: 593, 页码: 1-16
作者:  Yan, Xiaoqiang;  Mao, Yiqiao;  Ye, Yangdong;  Yu, Hui;  Wang, Fei-Yue
收藏  |  浏览/下载：193/0  |  提交时间：2022/06/10
Social image clustering  Human explanation  Side information  Information maximization  Interactive optimization