Jianzhao Li
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View article: Influence of Subgrade Excavation on Vertical Deformation of Collinear Metro Tunnels in Soft Soil Area
Influence of Subgrade Excavation on Vertical Deformation of Collinear Metro Tunnels in Soft Soil Area Open
With the development of urban construction, excavation of new projects adjacent to metro tunnels will affect soil and existing metro tunnels. Based on a highway construction project collinear with metro tunnels in Shanghai, the impact of d…
View article: FedFSL-CFRD: Personalized Federated Few-Shot Learning with Collaborative Feature Representation Disentanglement
FedFSL-CFRD: Personalized Federated Few-Shot Learning with Collaborative Feature Representation Disentanglement Open
Federated few-shot learning (FedFSL) aims to enable the clients to obtain personalized generalization models for unseen categories with only a small number of referenceable samples in the distributed collaborative training paradigm. Most e…
View article: Strategic Threat Intelligence Sharing in Enterprise Alliances: A Stackelberg Game with CNN–LSTM–Driven Detection
Strategic Threat Intelligence Sharing in Enterprise Alliances: A Stackelberg Game with CNN–LSTM–Driven Detection Open
View article: Strategic Threat Intelligence Sharing in Enterprise Alliances: A Stackelberg Game with CNN–LSTM–Driven Detection
Strategic Threat Intelligence Sharing in Enterprise Alliances: A Stackelberg Game with CNN–LSTM–Driven Detection Open
View article: Pf2smis: Personalized Federated Few-Shot Learning for Medical Image Segmentation
Pf2smis: Personalized Federated Few-Shot Learning for Medical Image Segmentation Open
View article: MSTrans: Multi-Scale Transformer for Building Extraction from HR Remote Sensing Images
MSTrans: Multi-Scale Transformer for Building Extraction from HR Remote Sensing Images Open
Buildings are one of the most important goals of human transformation of the Earth’s surface. Therefore, building extraction (BE), such as in urban resource management and planning, is a task that is meaningful to actual production and lif…
View article: Multiobjective Coevolutionary Bayesian Learning for Hyperspectral Sparse Unmixing
Multiobjective Coevolutionary Bayesian Learning for Hyperspectral Sparse Unmixing Open
View article: Towards Fair and Personalized Federated Recommendation
Towards Fair and Personalized Federated Recommendation Open
View article: High Throughput Omnidirectional Printing of Tubular Microstructures from Elastomeric Polymers
High Throughput Omnidirectional Printing of Tubular Microstructures from Elastomeric Polymers Open
Bioelastomers are extensively used in biomedical applications due to their desirable mechanical strength, tunable properties, and chemical versatility; however, three‐dimensional (3D) printing bioelastomers into microscale structures has p…
View article: MSGATN: A Superpixel-Based Multi-Scale Siamese Graph Attention Network for Change Detection in Remote Sensing Images
MSGATN: A Superpixel-Based Multi-Scale Siamese Graph Attention Network for Change Detection in Remote Sensing Images Open
With the rapid development of Earth observation technology, how to effectively and efficiently detect changes in multi-temporal images has become an important but challenging problem. Relying on the advantages of high performance and robus…
View article: Few-Shot Learning with Collateral Location Coding and Single-Key Global Spatial Attention for Medical Image Classification
Few-Shot Learning with Collateral Location Coding and Single-Key Global Spatial Attention for Medical Image Classification Open
Humans are born with the ability to learn quickly by discerning objects from a few samples, to acquire new skills in a short period of time, and to make decisions based on limited prior experience and knowledge. The existing deep learning …
View article: An Adaptive Surrogate-Assisted Endmember Extraction Framework Based on Intelligent Optimization Algorithms for Hyperspectral Remote Sensing Images
An Adaptive Surrogate-Assisted Endmember Extraction Framework Based on Intelligent Optimization Algorithms for Hyperspectral Remote Sensing Images Open
As the foremost step of spectral unmixing, endmember extraction has been one of the most challenging techniques in the spectral unmixing processing due to the mixing of pixels and the complexity of hyperspectral remote sensing images. The …
View article: Evolutionary Multiobjective Optimization with Endmember Priori Strategy for Large-Scale Hyperspectral Sparse Unmixing
Evolutionary Multiobjective Optimization with Endmember Priori Strategy for Large-Scale Hyperspectral Sparse Unmixing Open
Mixed pixels inevitably appear in the hyperspectral image due to the low resolution of the sensor and the mixing of ground objects. Sparse unmixing, as an emerging method to solve the problem of mixed pixels, has received extensive attenti…
View article: Cost-Sensitive Self-Paced Learning With Adaptive Regularization for Classification of Image Time Series
Cost-Sensitive Self-Paced Learning With Adaptive Regularization for Classification of Image Time Series Open
The classification of image time series has potential significance in the field of land-cover analysis with the increasing number of remote sensing images. The key problem of the classification of image time series is how to transfer the a…
View article: Inhibition and enhancement of linear and nonlinear optical effects by conical phase front shaping for femtosecond laser material processing
Inhibition and enhancement of linear and nonlinear optical effects by conical phase front shaping for femtosecond laser material processing Open
The emergence of high-powered femtosecond lasers presents the opportunity for large volume processing inside of transparent materials, wherein a myriad of nonlinear optical and aberration effects typically convolves to distort the focused …
View article: Power Dispatching Considering Copula Correlation of Multiple Wind Farms Generation
Power Dispatching Considering Copula Correlation of Multiple Wind Farms Generation Open
The dynamic economic dispatching of power system connected with multiple wind farms is a typical stochastic programming problem. How to model the randomness of wind power and how to solve this complex stochastic optimization problem are th…
View article: Femtosecond laser additive and subtractive micro-processing: enabling a high-channel-density silica interposer for multicore fibre to silicon-photonic packaging
Femtosecond laser additive and subtractive micro-processing: enabling a high-channel-density silica interposer for multicore fibre to silicon-photonic packaging Open
Great strides have been made over the past decade to establish femtosecond lasers in advanced manufacturing systems for enabling new forms of non-contact processing of transparent materials. Research advances have shown that a myriad of ad…
View article: Ultrafast laser burst-train filamentation for non-contact scribing of optical glasses
Ultrafast laser burst-train filamentation for non-contact scribing of optical glasses Open
A systematic study of glass scribing is presented on the benefits of ultrafast laser burst trains in generating filamentation tracks to guide cleaving of glass substrates. The interplay of Kerr self-focusing, plasma defocusing, and burst-t…
View article: Femtosecond laser filaments for rapid and flexible writing of fiber Bragg grating
Femtosecond laser filaments for rapid and flexible writing of fiber Bragg grating Open
A new beam delivery method is introduced for controlling filament formation in optical fiber that enables point-by-point writing of 1st order fiber Bragg gratings (FBGs) with single femtosecond laser pulses. Uniform filament tra…