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DGFAU-Net: Global feature attention upsampling network for medical image segmentation

期刊: NEURAL COMPUTING & APPLICATIONS, 2021; 33 (18)

Medical image segmentation plays an important role in many clinical medicines, such as medical diagnosis and computer-assisted treatment. However, due......

Efficient structured pruning based on deep feature stabilization

期刊: NEURAL COMPUTING & APPLICATIONS, 2021; 33 (13)

The application of convolutional neural networks (CNNs) in computer vision highly depends on the consumption of computation and memory resources, whic......

One-class graph neural networks for anomaly detection in attributed networks

期刊: NEURAL COMPUTING & APPLICATIONS, 2021; 33 (18)

Nowadays, graph-structured data are increasingly used to model complex systems. Meanwhile, detecting anomalies from graph has become a vital research ......

Application of artificial intelligence based on deep learning in breast cancer screening and imaging diagnosis

期刊: NEURAL COMPUTING & APPLICATIONS, 2021; 33 (15)

In recent years, with the change of lifestyle in Europe and America, the incidence of breast cancer in Chinese women is increasing. In order to find t......

Signals classification based on IA-optimal CNN

期刊: NEURAL COMPUTING & APPLICATIONS, 2021; 33 (15)

The versatility of the existing A-optimal-based CNN for solving multiple types of signals classification problems has not been verified by different s......

An improved lasso regression model for evaluating the efficiency of intervention actions in a system reliability analysis

期刊: NEURAL COMPUTING & APPLICATIONS, ; ()

A conventional LASSO (least absolute shrinkage and selection operator) regression model utilizing the Pythagorean fuzzy sets in a system reliability a......

Routing optimization strategy of IoT awareness layer based on improved cat swarm algorithm

期刊: NEURAL COMPUTING & APPLICATIONS, ; ()

With the rapid development of Internet of Things technology, wireless sensor networks have been widely used in many places. This study mainly discusse......

Incorporating Actor-Critic in Monte Carlo tree search for symbolic regression

期刊: NEURAL COMPUTING & APPLICATIONS, ; ()

Most traditional genetic programming methods that handle symbolic regression are random algorithms without memory and direction. They repeatedly searc......

A queuing network simulation optimization method for coordination control of passenger flow in urban rail transit stations

期刊: NEURAL COMPUTING & APPLICATIONS, ; ()

The imbalances between supply and demand in an urban rail transit system have received extensive attention. Addressing these imbalances by controlling......

Transformer guided geometry model for flow-based unsupervised visual odometry

期刊: NEURAL COMPUTING & APPLICATIONS, ; ()

Existing unsupervised visual odometry (VO) methods either match pairwise images or integrate the temporal information using recurrent neural networks ......

Credit system of smart logistics public information platform based on improved neural network

期刊: NEURAL COMPUTING & APPLICATIONS, ; ()

In-depth discussion and research on the credit issues of the logistics industry are not only of vital significance to the in-depth development of the ......

Structure-preserving dynamic texture generation algorithm

期刊: NEURAL COMPUTING & APPLICATIONS, ; ()

A dynamic texture refers to a sequence of images with regular and periodic changes in appearance from one image to another. Typical dynamic textures i......

Evaluation of fitness state of sports training based on self-organizing neural network

期刊: NEURAL COMPUTING & APPLICATIONS, ; ()

Self-organization theory has become a hotspot in system engineering scientific theoretical research. However, there are few studies on autonomous adap......

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