Haifeng Zhou
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View article: Diffuse Correlation Blood Flow Tomography Based on Conv-TransNet Model
Diffuse Correlation Blood Flow Tomography Based on Conv-TransNet Model Open
Diffuse correlation tomography (DCT) is an emerging technique for detecting diseases associated with localized abnormal perfusion from near-infrared light intensity temporal autocorrelation functions (g2(τ)). However, a critical drawback o…
View article: Multi-scale convolutional transformer network for motor imagery brain-computer interface
Multi-scale convolutional transformer network for motor imagery brain-computer interface Open
Brain-computer interface (BCI) systems allow users to communicate with external devices by translating neural signals into real-time commands. Convolutional neural networks (CNNs) have been effectively utilized for decoding motor imagery e…
View article: A Novel Two-Stage Refine Filtering Method for EEG-Based Motor Imagery Classification
A Novel Two-Stage Refine Filtering Method for EEG-Based Motor Imagery Classification Open
Cerebral stroke is a common disease across the world, and it is a promising method to recognize the intention of stroke patients with the help of brain–computer interface (BCI). In the field of motor imagery (MI) classification, appropriat…
View article: Machine learning based malicious payload identification in software-defined networking
Machine learning based malicious payload identification in software-defined networking Open
Deep packet inspection (DPI) has been extensively investigated in software-defined networking (SDN) as complicated attacks may intractably inject malicious payloads in the packets. Existing proprietary pattern-based or port-based third-par…
View article: Machine Learning based Malicious Payload Identification in Software-Defined Networking
Machine Learning based Malicious Payload Identification in Software-Defined Networking Open
Deep packet inspection (DPI) has been extensively investigated in software-defined networking (SDN) as complicated attacks may intractably inject malicious payloads in the packets. Existing proprietary pattern-based or port-based third-par…
View article: P4SC: A High Performance and Flexible Framework for Service Function Chain
P4SC: A High Performance and Flexible Framework for Service Function Chain Open
Network function virtualization allows network functions to be implemented and managed flexibly as a service function chain (SFC) in the data plane to process flows. However, software-based SFCs lead to poor performance compared to proprie…
View article: Two-part modelling format for modelling marine diesel engines in joules
Two-part modelling format for modelling marine diesel engines in joules Open
ii The modelling approaches can go to two extremes: fully data-oriented and fully process oriented. Modelling for diesel engines is not excluded. Usually data-oriented is computational friendly and accurate and the latter is detail and fle…